{
  "name": "Index Agentica",
  "description": "An agent-first directory of skills, harnesses, MCP servers, tools, protocols and APIs: built by agents, for agents.",
  "version": "0.1",
  "generated": "2026-10-02T17:31:35.155Z",
  "site_url": "https://indexagentica.com",
  "schema": "https://indexagentica.com/schema/entry.schema.json",
  "openapi": "https://indexagentica.com/openapi.json",
  "llms_txt": "https://indexagentica.com/llms.txt",
  "repository": "https://github.com/Drudley/indexagentica",
  "contribute_url": "https://indexagentica.com/contribute.json",
  "license": {
    "content": "CC-BY-4.0",
    "code": "MIT"
  },
  "contribute": {
    "summary": "Add or fix entries via a pull request (preferred) or a structured GitHub issue. Agents are first-class contributors; say that you are an agent and who you act for. Merges are always done by a human maintainer.",
    "repository": "https://github.com/Drudley/indexagentica",
    "schema": "https://indexagentica.com/schema/entry.schema.json",
    "schema_docs": "https://indexagentica.com/schema/",
    "categories": [
      "skills",
      "harnesses",
      "mcp-servers",
      "tools",
      "protocols",
      "apis",
      "information",
      "finance-payments",
      "directories",
      "infrastructure",
      "evals-observability"
    ],
    "file_path": "content/{category}/{id}.json",
    "rules": [
      "One entry per file at content/{category}/{id}.json; id is kebab-case, unique across all categories, and equals the filename.",
      "category equals the folder name.",
      "Required fields: id, name, category, summary, url, added. Unknown fields are rejected (additionalProperties: false).",
      "summary is one neutral line, 10-200 characters; no marketing copy.",
      "List the URLs you used to verify facts in sources; omit any field you cannot verify.",
      "Every id in related must already exist."
    ],
    "entry_template": {
      "id": "example-tool",
      "name": "Example Tool",
      "category": "tools",
      "summary": "One neutral line (10-200 chars) saying what it does for agents.",
      "description": "Optional longer **markdown** description. Delete fields you cannot verify.",
      "url": "https://example.com",
      "repo": "https://github.com/example/example-tool",
      "docs": "https://example.com/docs",
      "tags": [
        "example",
        "web-search"
      ],
      "license": "MIT",
      "pricing": "freemium",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://example.com/llms.txt",
        "openapi": "https://example.com/openapi.json",
        "mcp_endpoint": "https://example.com/mcp",
        "auth": "api-key",
        "notes": "Send the key as a Bearer token."
      },
      "related": [
        "model-context-protocol"
      ],
      "sources": [
        "https://example.com",
        "https://github.com/example/example-tool"
      ],
      "added": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "ExampleAgent (agent) for @username"
    },
    "pull_request": {
      "steps": [
        "Fork https://github.com/Drudley/indexagentica and create a branch.",
        "Copy entry_template to content/{category}/{id}.json and fill it in (delete optional fields you cannot verify; set added to today, YYYY-MM-DD).",
        "Run: node scripts/validate.mjs   (Node >= 18, zero dependencies; must print a check mark and exit 0).",
        "Open a pull request against main using the PR template. CI validates and posts file/line annotations with fixes."
      ],
      "validate_command": "node scripts/validate.mjs",
      "pr_template": "https://github.com/Drudley/indexagentica/blob/main/.github/pull_request_template.md",
      "guide": "https://github.com/Drudley/indexagentica/blob/main/CONTRIBUTING.md"
    },
    "issue": {
      "form_url": "https://github.com/Drudley/indexagentica/issues/new?template=new-entry.yml",
      "api": {
        "method": "POST",
        "url": "https://api.github.com/repos/Drudley/indexagentica/issues",
        "title": "[New entry]: {name}",
        "body_format": "Markdown sections \"### <Label>\" followed by the value, exactly as in body_template; use \"_No response_\" for empty optional fields. Lists: comma-separated (Tags, Related entry ids) or one URL per line (Sources).",
        "body_template": "### Entry id\n\n<id>\n\n### Name\n\n<name>\n\n### Category\n\n<category>\n\n### Summary\n\n<summary>\n\n### Homepage URL\n\n<url>\n\n### Repository URL\n\n_No response_\n\n### Docs URL\n\n_No response_\n\n### Description\n\n_No response_\n\n### Tags\n\n_No response_\n\n### License\n\n_No response_\n\n### Pricing\n\n_No response_\n\n### Status\n\n_No response_\n\n### llms.txt URL\n\n_No response_\n\n### OpenAPI URL\n\n_No response_\n\n### MCP endpoint\n\n_No response_\n\n### Auth\n\n_No response_\n\n### Agent access notes\n\n_No response_\n\n### Related entry ids\n\n_No response_\n\n### Sources\n\n<sources>\n\n### Last verified\n\n_No response_\n\n### Maintainer\n\n_No response_\n\n### Submitted by\n\n_No response_\n",
        "gh_cli": "gh issue create -R Drudley/indexagentica --title \"[New entry]: <name>\" --body-file body.md",
        "fields": [
          {
            "label": "Entry id",
            "field": "id",
            "required": true
          },
          {
            "label": "Name",
            "field": "name",
            "required": true
          },
          {
            "label": "Category",
            "field": "category",
            "required": true,
            "options": [
              "skills",
              "harnesses",
              "mcp-servers",
              "tools",
              "protocols",
              "apis",
              "information",
              "finance-payments",
              "directories",
              "infrastructure",
              "evals-observability"
            ]
          },
          {
            "label": "Summary",
            "field": "summary",
            "required": true
          },
          {
            "label": "Homepage URL",
            "field": "url",
            "required": true
          },
          {
            "label": "Repository URL",
            "field": "repo",
            "required": false
          },
          {
            "label": "Docs URL",
            "field": "docs",
            "required": false
          },
          {
            "label": "Description",
            "field": "description",
            "required": false
          },
          {
            "label": "Tags",
            "field": "tags",
            "required": false,
            "list": "comma-separated"
          },
          {
            "label": "License",
            "field": "license",
            "required": false
          },
          {
            "label": "Pricing",
            "field": "pricing",
            "required": false,
            "options": [
              "free",
              "freemium",
              "paid",
              "open-source",
              "unknown"
            ]
          },
          {
            "label": "Status",
            "field": "status",
            "required": false,
            "options": [
              "active",
              "beta",
              "deprecated",
              "unknown"
            ]
          },
          {
            "label": "llms.txt URL",
            "field": "agent_access.llms_txt",
            "required": false
          },
          {
            "label": "OpenAPI URL",
            "field": "agent_access.openapi",
            "required": false
          },
          {
            "label": "MCP endpoint",
            "field": "agent_access.mcp_endpoint",
            "required": false
          },
          {
            "label": "Auth",
            "field": "agent_access.auth",
            "required": false,
            "options": [
              "none",
              "api-key",
              "oauth",
              "other"
            ]
          },
          {
            "label": "Agent access notes",
            "field": "agent_access.notes",
            "required": false
          },
          {
            "label": "Related entry ids",
            "field": "related",
            "required": false,
            "list": "comma-separated"
          },
          {
            "label": "Sources",
            "field": "sources",
            "required": true,
            "list": "one per line"
          },
          {
            "label": "Last verified",
            "field": "last_verified",
            "required": false
          },
          {
            "label": "Maintainer",
            "field": "maintainer",
            "required": false
          },
          {
            "label": "Submitted by",
            "field": "submitted_by",
            "required": false
          }
        ]
      },
      "review": "A maintainer reviews the issue. Adding the `approved` label (write access required) runs a workflow that writes content/{category}/{id}.json, validates it, and opens a pull request that closes the issue. If validation fails, the workflow comments the errors on the issue instead. A human merges the PR."
    },
    "corrections": {
      "form_url": "https://github.com/Drudley/indexagentica/issues/new?template=correction.yml",
      "note": "Report wrong facts, broken links or request removal. Or edit the JSON file directly in a PR and set updated."
    },
    "policy": [
      "Useful to AI agents or people building them.",
      "Publicly reachable; facts verifiable from the listed sources.",
      "No spam, affiliate links or SEO-only pages; disclose any affiliation."
    ]
  },
  "counts": {
    "total": 249,
    "by_category": {
      "skills": 19,
      "harnesses": 33,
      "mcp-servers": 27,
      "tools": 37,
      "protocols": 17,
      "apis": 13,
      "information": 21,
      "finance-payments": 36,
      "directories": 20,
      "infrastructure": 12,
      "evals-observability": 14
    }
  },
  "categories": [
    {
      "slug": "skills",
      "name": "Skills",
      "description": "Reusable agent skills, skill packs and prompt-and-script bundles an agent can load.",
      "count": 19,
      "html": "https://indexagentica.com/categories/skills/",
      "json": "https://indexagentica.com/api/skills.json"
    },
    {
      "slug": "harnesses",
      "name": "Harnesses",
      "description": "Agent runtimes, frameworks and harnesses: CLIs, SDKs and orchestration loops.",
      "count": 33,
      "html": "https://indexagentica.com/categories/harnesses/",
      "json": "https://indexagentica.com/api/harnesses.json"
    },
    {
      "slug": "mcp-servers",
      "name": "MCP Servers",
      "description": "Model Context Protocol servers, local or remote, that give agents tools and data.",
      "count": 27,
      "html": "https://indexagentica.com/categories/mcp-servers/",
      "json": "https://indexagentica.com/api/mcp-servers.json"
    },
    {
      "slug": "tools",
      "name": "Tools",
      "description": "Standalone tools agents use: browsers, sandboxes, code execution, search and more.",
      "count": 37,
      "html": "https://indexagentica.com/categories/tools/",
      "json": "https://indexagentica.com/api/tools.json"
    },
    {
      "slug": "protocols",
      "name": "Protocols",
      "description": "Open protocols and standards for agents and agent interoperability.",
      "count": 17,
      "html": "https://indexagentica.com/categories/protocols/",
      "json": "https://indexagentica.com/api/protocols.json"
    },
    {
      "slug": "apis",
      "name": "APIs",
      "description": "Agent-friendly web APIs with clear docs, OpenAPI specs or llms.txt.",
      "count": 13,
      "html": "https://indexagentica.com/categories/apis/",
      "json": "https://indexagentica.com/api/apis.json"
    },
    {
      "slug": "information",
      "name": "Information",
      "description": "Knowledge sources, documentation hubs, datasets, benchmarks and research.",
      "count": 21,
      "html": "https://indexagentica.com/categories/information/",
      "json": "https://indexagentica.com/api/information.json"
    },
    {
      "slug": "finance-payments",
      "name": "Finance & Payments",
      "description": "Payment rails, wallets, billing and financial infrastructure usable by agents.",
      "count": 36,
      "html": "https://indexagentica.com/categories/finance-payments/",
      "json": "https://indexagentica.com/api/finance-payments.json"
    },
    {
      "slug": "directories",
      "name": "Directories",
      "description": "Other directories, registries, awesome-lists and link hubs for the agent ecosystem.",
      "count": 20,
      "html": "https://indexagentica.com/categories/directories/",
      "json": "https://indexagentica.com/api/directories.json"
    },
    {
      "slug": "infrastructure",
      "name": "Infrastructure",
      "description": "Hosting, sandboxes and runtimes that agents run on or execute code in.",
      "count": 12,
      "html": "https://indexagentica.com/categories/infrastructure/",
      "json": "https://indexagentica.com/api/infrastructure.json"
    },
    {
      "slug": "evals-observability",
      "name": "Evals & Observability",
      "description": "Evaluation, tracing and observability for agents and LLM applications.",
      "count": 14,
      "html": "https://indexagentica.com/categories/evals-observability/",
      "json": "https://indexagentica.com/api/evals-observability.json"
    }
  ],
  "entries": [
    {
      "id": "a2a-x402",
      "name": "A2A x402 Extension",
      "category": "finance-payments",
      "summary": "Extension bringing x402 crypto payments to the Agent2Agent (A2A) protocol so agents can monetize services with on-chain payments.",
      "url": "https://github.com/google-agentic-commerce/a2a-x402",
      "repo": "https://github.com/google-agentic-commerce/a2a-x402",
      "tags": [
        "x402",
        "a2a",
        "payments",
        "extension",
        "agent-commerce"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "a2a-protocol",
        "x402",
        "agent-payments-protocol"
      ],
      "sources": [
        "https://github.com/google-agentic-commerce/a2a-x402"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/a2a-x402/",
        "markdown": "https://indexagentica.com/entries/a2a-x402.md",
        "json": "https://indexagentica.com/api/entries/a2a-x402.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/a2a-x402.json"
      }
    },
    {
      "id": "ag-ui",
      "name": "AG-UI (Agent-User Interaction Protocol)",
      "category": "protocols",
      "summary": "Open, lightweight, event-based protocol that standardizes how AI agents connect to user-facing frontend applications.",
      "url": "https://docs.ag-ui.com/introduction",
      "repo": "https://github.com/ag-ui-protocol/ag-ui",
      "tags": [
        "frontend",
        "streaming",
        "agent-ui",
        "open-standard"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.ag-ui.com/llms.txt"
      },
      "related": [
        "a2a-protocol",
        "model-context-protocol"
      ],
      "sources": [
        "https://docs.ag-ui.com/introduction.md",
        "https://github.com/ag-ui-protocol/ag-ui"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/ag-ui/",
        "markdown": "https://indexagentica.com/entries/ag-ui.md",
        "json": "https://indexagentica.com/api/entries/ag-ui.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/protocols/ag-ui.json"
      }
    },
    {
      "id": "agent-client-protocol",
      "name": "Agent Client Protocol (ACP)",
      "category": "protocols",
      "summary": "Protocol for connecting any code editor to any coding agent, standardizing editor-agent communication.",
      "url": "https://agentclientprotocol.com",
      "repo": "https://github.com/agentclientprotocol/agent-client-protocol",
      "tags": [
        "editor-integration",
        "coding-agents",
        "open-standard"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://agentclientprotocol.com/llms.txt"
      },
      "sources": [
        "https://agentclientprotocol.com",
        "https://github.com/agentclientprotocol/agent-client-protocol"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/agent-client-protocol/",
        "markdown": "https://indexagentica.com/entries/agent-client-protocol.md",
        "json": "https://indexagentica.com/api/entries/agent-client-protocol.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/protocols/agent-client-protocol.json"
      }
    },
    {
      "id": "agent-payments-protocol",
      "name": "Agent Payments Protocol (AP2)",
      "category": "finance-payments",
      "summary": "Open protocol for AI agents to make payments on behalf of users securely, complementing A2A and MCP.",
      "url": "https://ap2-protocol.org/",
      "repo": "https://github.com/google-agentic-commerce/AP2",
      "tags": [
        "payments",
        "protocol",
        "agentic-commerce",
        "a2a"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://ap2-protocol.org/llms.txt"
      },
      "related": [
        "a2a-protocol",
        "agentic-commerce-protocol",
        "x402"
      ],
      "sources": [
        "https://ap2-protocol.org/",
        "https://ap2-protocol.org/llms.txt",
        "https://github.com/google-agentic-commerce/AP2"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/agent-payments-protocol/",
        "markdown": "https://indexagentica.com/entries/agent-payments-protocol.md",
        "json": "https://indexagentica.com/api/entries/agent-payments-protocol.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/agent-payments-protocol.json"
      }
    },
    {
      "id": "agent-plugins",
      "name": "Agent Plugins",
      "category": "protocols",
      "summary": "Vendor-neutral standard (v1.0.0) for packaging Agent Skills and MCP server configs into portable plugins that any compatible client can load.",
      "description": "A plugin is a directory with a required `plugin.json` manifest, optional `skills/` (Agent Skills format) and `mcp.json` (stdio, Streamable HTTP or legacy HTTP+SSE servers), plus reverse-domain namespaces for client-specific extensions. Initial Technical Steering Committee includes maintainers from Amazon, Cursor, Microsoft, OpenAI and Vercel.",
      "url": "https://agent-plugins.org/",
      "tags": [
        "plugins",
        "agent-skills",
        "mcp",
        "open-standard",
        "packaging"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://agent-plugins.org/llms.txt"
      },
      "related": [
        "agent-skills-spec",
        "model-context-protocol"
      ],
      "sources": [
        "https://agent-plugins.org/",
        "https://github.com/stripe/ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/agent-plugins/",
        "markdown": "https://indexagentica.com/entries/agent-plugins.md",
        "json": "https://indexagentica.com/api/entries/agent-plugins.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/protocols/agent-plugins.json"
      }
    },
    {
      "id": "agent-skills-spec",
      "name": "Agent Skills Specification",
      "category": "protocols",
      "summary": "Open format for packaging agent capabilities as folders with a SKILL.md (YAML frontmatter + instructions) plus optional scripts and resources.",
      "description": "\"A standardized way to give AI agents new capabilities and expertise.\" Referenced as the underlying format by Anthropic, OpenAI Codex, Hugging Face, Stripe and others.",
      "url": "https://agentskills.io",
      "repo": "https://github.com/agentskills/agentskills",
      "tags": [
        "agent-skills",
        "skill-md",
        "open-standard"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://agentskills.io/llms.txt"
      },
      "related": [
        "anthropic-skills",
        "agent-plugins",
        "skills-sh"
      ],
      "sources": [
        "https://agentskills.io",
        "https://github.com/agentskills/agentskills",
        "https://github.com/huggingface/skills",
        "https://github.com/stripe/ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/agent-skills-spec/",
        "markdown": "https://indexagentica.com/entries/agent-skills-spec.md",
        "json": "https://indexagentica.com/api/entries/agent-skills-spec.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/protocols/agent-skills-spec.json"
      }
    },
    {
      "id": "agent-browser",
      "name": "agent-browser",
      "category": "tools",
      "summary": "Vercel Labs' browser automation CLI built for AI agents.",
      "description": "Its companion skill is among the most-installed on skills.sh.",
      "url": "https://agent-browser.dev",
      "repo": "https://github.com/vercel-labs/agent-browser",
      "tags": [
        "browser-automation",
        "cli",
        "agent-skills"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "skills-sh",
        "playwright-cli"
      ],
      "sources": [
        "https://github.com/vercel-labs/agent-browser",
        "https://agent-browser.dev",
        "https://skills.sh"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Vercel",
      "links": {
        "html": "https://indexagentica.com/entries/agent-browser/",
        "markdown": "https://indexagentica.com/entries/agent-browser.md",
        "json": "https://indexagentica.com/api/entries/agent-browser.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/agent-browser.json"
      }
    },
    {
      "id": "a2a-protocol",
      "name": "Agent2Agent Protocol (A2A)",
      "category": "protocols",
      "summary": "Open standard, hosted by the Linux Foundation, that lets independent AI agents discover each other, delegate work and exchange results across vendors.",
      "description": "Agents advertise capabilities via an Agent Card and collaborate on stateful Tasks without exposing internal state, memory or tools. Per the docs' llms.txt, the normative source is the Protobuf definition, the current released version is 1.0.0, and bindings exist for JSON-RPC 2.0 over HTTP (with SSE), gRPC and HTTP/REST. The repo moved from google/A2A to a2aproject/A2A.",
      "url": "https://a2a-protocol.org/",
      "repo": "https://github.com/a2aproject/A2A",
      "docs": "https://a2a-protocol.org/latest/specification/",
      "tags": [
        "agent-interop",
        "open-standard",
        "json-rpc",
        "grpc"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://a2a-protocol.org/llms.txt",
        "auth": "none"
      },
      "related": [
        "model-context-protocol",
        "agent-payments-protocol"
      ],
      "sources": [
        "https://a2a-protocol.org/llms.txt",
        "https://github.com/a2aproject/A2A"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Linux Foundation (A2A project)",
      "links": {
        "html": "https://indexagentica.com/entries/a2a-protocol/",
        "markdown": "https://indexagentica.com/entries/a2a-protocol.md",
        "json": "https://indexagentica.com/api/entries/a2a-protocol.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/protocols/a2a-protocol.json"
      }
    },
    {
      "id": "agentic-commerce-protocol",
      "name": "Agentic Commerce Protocol (ACP)",
      "category": "finance-payments",
      "summary": "Open standard from OpenAI and Stripe for programmatic checkout flows between buyers, their AI agents and businesses.",
      "description": "Merchants remain merchant of record; supports physical and digital goods, subscriptions and asynchronous purchases. Specification currently maintained by OpenAI and Stripe.",
      "url": "https://www.agenticcommerce.dev/",
      "repo": "https://github.com/agentic-commerce-protocol/agentic-commerce-protocol",
      "tags": [
        "commerce",
        "checkout",
        "protocol",
        "stripe",
        "openai"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://agenticcommerce.dev/llms.txt"
      },
      "related": [
        "stripe-agents",
        "agent-payments-protocol"
      ],
      "sources": [
        "https://www.agenticcommerce.dev/",
        "https://agenticcommerce.dev/llms.txt",
        "https://github.com/agentic-commerce-protocol/agentic-commerce-protocol"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/agentic-commerce-protocol/",
        "markdown": "https://indexagentica.com/entries/agentic-commerce-protocol.md",
        "json": "https://indexagentica.com/api/entries/agentic-commerce-protocol.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/agentic-commerce-protocol.json"
      }
    },
    {
      "id": "agentops",
      "name": "AgentOps",
      "category": "evals-observability",
      "summary": "Python SDK and platform for AI agent monitoring, LLM cost tracking, benchmarking, testing and debugging.",
      "url": "https://agentops.ai",
      "repo": "https://github.com/AgentOps-AI/agentops",
      "docs": "https://docs.agentops.ai",
      "tags": [
        "observability",
        "monitoring",
        "agents",
        "python"
      ],
      "license": "MIT",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.agentops.ai/llms.txt"
      },
      "sources": [
        "https://github.com/AgentOps-AI/agentops",
        "https://docs.agentops.ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "AgentOps",
      "links": {
        "html": "https://indexagentica.com/entries/agentops/",
        "markdown": "https://indexagentica.com/entries/agentops.md",
        "json": "https://indexagentica.com/api/entries/agentops.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/evals-observability/agentops.json"
      }
    },
    {
      "id": "agents-md",
      "name": "AGENTS.md",
      "category": "protocols",
      "summary": "Simple, open format for guiding coding agents: a README for agents placed in your repo.",
      "description": "The site states it is used by over 60k open-source projects. Repo moved from openai/agents.md to agentsmd/agents.md.",
      "url": "https://agents.md/",
      "repo": "https://github.com/agentsmd/agents.md",
      "tags": [
        "coding-agents",
        "repo-conventions",
        "open-format"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "codex-cli",
        "cursor",
        "llms-txt"
      ],
      "sources": [
        "https://agents.md/",
        "https://github.com/agentsmd/agents.md"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/agents-md/",
        "markdown": "https://indexagentica.com/entries/agents-md.md",
        "json": "https://indexagentica.com/api/entries/agents-md.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/protocols/agents-md.json"
      }
    },
    {
      "id": "agno",
      "name": "Agno",
      "category": "harnesses",
      "summary": "Framework and runtime to build, run and manage agent platforms (Python SDK plus runtime).",
      "url": "https://docs.agno.com",
      "repo": "https://github.com/agno-agi/agno",
      "tags": [
        "framework",
        "python",
        "runtime",
        "multi-agent"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.agno.com/llms.txt"
      },
      "sources": [
        "https://github.com/agno-agi/agno",
        "https://docs.agno.com/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Agno",
      "links": {
        "html": "https://indexagentica.com/entries/agno/",
        "markdown": "https://indexagentica.com/entries/agno.md",
        "json": "https://indexagentica.com/api/entries/agno.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/agno.json"
      }
    },
    {
      "id": "vercel-ai-sdk",
      "name": "AI SDK (Vercel)",
      "category": "harnesses",
      "summary": "Free, open-source TypeScript toolkit from Vercel for building AI apps and agents with streaming, fallbacks and multi-model support.",
      "url": "https://ai-sdk.dev",
      "repo": "https://github.com/vercel/ai",
      "tags": [
        "framework",
        "typescript",
        "streaming",
        "multi-model"
      ],
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://ai-sdk.dev/llms.txt"
      },
      "sources": [
        "https://github.com/vercel/ai",
        "https://ai-sdk.dev",
        "https://ai-sdk.dev/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Vercel",
      "links": {
        "html": "https://indexagentica.com/entries/vercel-ai-sdk/",
        "markdown": "https://indexagentica.com/entries/vercel-ai-sdk.md",
        "json": "https://indexagentica.com/api/entries/vercel-ai-sdk.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/vercel-ai-sdk.json"
      }
    },
    {
      "id": "aider",
      "name": "Aider",
      "category": "harnesses",
      "summary": "Open-source AI pair programming in your terminal.",
      "url": "https://aider.chat/",
      "repo": "https://github.com/Aider-AI/aider",
      "tags": [
        "coding-agent",
        "cli",
        "git",
        "pair-programming"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "sources": [
        "https://github.com/Aider-AI/aider",
        "https://aider.chat/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Aider-AI",
      "links": {
        "html": "https://indexagentica.com/entries/aider/",
        "markdown": "https://indexagentica.com/entries/aider.md",
        "json": "https://indexagentica.com/api/entries/aider.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/aider.json"
      }
    },
    {
      "id": "aider-leaderboards",
      "name": "Aider LLM Leaderboards",
      "category": "information",
      "summary": "Quantitative benchmarks of LLM code-editing skill maintained by the Aider project.",
      "url": "https://aider.chat/docs/leaderboards/",
      "tags": [
        "benchmark",
        "coding",
        "leaderboard",
        "evals"
      ],
      "pricing": "free",
      "status": "active",
      "related": [
        "aider"
      ],
      "sources": [
        "https://aider.chat/docs/leaderboards/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/aider-leaderboards/",
        "markdown": "https://indexagentica.com/entries/aider-leaderboards.md",
        "json": "https://indexagentica.com/api/entries/aider-leaderboards.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/aider-leaderboards.json"
      }
    },
    {
      "id": "amazon-bedrock-agentcore",
      "name": "Amazon Bedrock AgentCore",
      "category": "infrastructure",
      "summary": "AWS agentic platform for building, deploying and operating agents securely at scale with any framework and foundation model.",
      "url": "https://aws.amazon.com/bedrock/agentcore/",
      "docs": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/what-is-bedrock-agentcore.html",
      "tags": [
        "hosting",
        "agent-runtime",
        "aws",
        "enterprise"
      ],
      "status": "active",
      "sources": [
        "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/what-is-bedrock-agentcore.html",
        "https://aws.amazon.com/bedrock/agentcore/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "AWS",
      "links": {
        "html": "https://indexagentica.com/entries/amazon-bedrock-agentcore/",
        "markdown": "https://indexagentica.com/entries/amazon-bedrock-agentcore.md",
        "json": "https://indexagentica.com/api/entries/amazon-bedrock-agentcore.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/infrastructure/amazon-bedrock-agentcore.json"
      }
    },
    {
      "id": "amp",
      "name": "Amp",
      "category": "harnesses",
      "summary": "Coding agent and development environment; run agents unsupervised in cloud orbs or locally with the CLI.",
      "url": "https://ampcode.com/docs",
      "tags": [
        "coding-agent",
        "cli",
        "cloud"
      ],
      "status": "active",
      "sources": [
        "https://ampcode.com/docs"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/amp/",
        "markdown": "https://indexagentica.com/entries/amp.md",
        "json": "https://indexagentica.com/api/entries/amp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/amp.json"
      }
    },
    {
      "id": "anchor-browser",
      "name": "Anchor Browser",
      "category": "tools",
      "summary": "Cloud browser infrastructure for computer-use and browser agents; agents can obtain an API key programmatically.",
      "url": "https://anchorbrowser.io",
      "docs": "https://docs.anchorbrowser.io",
      "tags": [
        "browser-automation",
        "computer-use",
        "cloud"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.anchorbrowser.io/llms.txt",
        "auth": "api-key",
        "notes": "Agent self-onboarding: https://docs.anchorbrowser.io/quickstart/agent-access"
      },
      "sources": [
        "https://anchorbrowser.io",
        "https://docs.anchorbrowser.io"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Anchor",
      "links": {
        "html": "https://indexagentica.com/entries/anchor-browser/",
        "markdown": "https://indexagentica.com/entries/anchor-browser.md",
        "json": "https://indexagentica.com/api/entries/anchor-browser.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/anchor-browser.json"
      }
    },
    {
      "id": "anthropic-skills",
      "name": "Anthropic Agent Skills (anthropics/skills)",
      "category": "skills",
      "summary": "Anthropic's public repository of example Agent Skills: folders with a SKILL.md plus scripts and resources that Claude loads dynamically for specialized tasks.",
      "description": "Example skills covering creative, technical and enterprise tasks; each skill is a self-contained folder with a `SKILL.md` (instructions + metadata). Many skills are Apache-2.0; the document skills (`docx`, `pdf`, `pptx`, `xlsx`) are source-available rather than open source. The README describes the skills as provided for demonstration and education. The Agent Skills format itself is specified at agentskills.io.",
      "url": "https://github.com/anthropics/skills",
      "repo": "https://github.com/anthropics/skills",
      "docs": "https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview",
      "tags": [
        "agent-skills",
        "skill-md",
        "claude",
        "examples"
      ],
      "status": "active",
      "agent_access": {
        "auth": "none",
        "notes": "Public GitHub repo; skills can also be installed from Claude Code's plugin system."
      },
      "related": [
        "agent-skills-spec",
        "claude-code",
        "skills-sh"
      ],
      "sources": [
        "https://github.com/anthropics/skills",
        "https://platform.claude.com/docs/en/agents-and-tools/agent-skills/overview"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Anthropic",
      "links": {
        "html": "https://indexagentica.com/entries/anthropic-skills/",
        "markdown": "https://indexagentica.com/entries/anthropic-skills.md",
        "json": "https://indexagentica.com/api/entries/anthropic-skills.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/skills/anthropic-skills.json"
      }
    },
    {
      "id": "arazzo",
      "name": "Arazzo Specification",
      "category": "protocols",
      "summary": "OpenAPI Initiative spec for describing deterministic sequences of API calls and their dependencies as workflows.",
      "description": "Latest published version at spec.openapis.org is 1.1.0.",
      "url": "https://spec.openapis.org/arazzo/latest.html",
      "repo": "https://github.com/OAI/Arazzo-Specification",
      "tags": [
        "api-description",
        "workflows",
        "openapi",
        "open-standard"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "openapi"
      ],
      "sources": [
        "https://spec.openapis.org/arazzo/latest.html",
        "https://github.com/OAI/Arazzo-Specification"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "OpenAPI Initiative",
      "links": {
        "html": "https://indexagentica.com/entries/arazzo/",
        "markdown": "https://indexagentica.com/entries/arazzo.md",
        "json": "https://indexagentica.com/api/entries/arazzo.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/protocols/arazzo.json"
      }
    },
    {
      "id": "arcade",
      "name": "Arcade",
      "category": "tools",
      "summary": "Actions runtime for enterprise AI agents: agent authorization, agent-optimized tools (MCP servers) and governance, plus an open-source MCP framework.",
      "url": "https://www.arcade.dev",
      "repo": "https://github.com/ArcadeAI/arcade-mcp",
      "docs": "https://docs.arcade.dev",
      "tags": [
        "identity",
        "auth",
        "tool-integration",
        "mcp"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.arcade.dev/llms.txt",
        "auth": "api-key"
      },
      "related": [
        "composio"
      ],
      "sources": [
        "https://www.arcade.dev",
        "https://docs.arcade.dev",
        "https://github.com/ArcadeAI/arcade-mcp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Arcade",
      "links": {
        "html": "https://indexagentica.com/entries/arcade/",
        "markdown": "https://indexagentica.com/entries/arcade.md",
        "json": "https://indexagentica.com/api/entries/arcade.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/arcade.json"
      }
    },
    {
      "id": "arena-ai",
      "name": "Arena (formerly LMArena)",
      "category": "information",
      "summary": "Public, crowd-voted leaderboard comparing AI models on text, image and code through real-world head-to-head evaluation.",
      "description": "lmarena.ai now redirects to arena.ai.",
      "url": "https://arena.ai",
      "tags": [
        "leaderboard",
        "llm-evaluation",
        "human-preference"
      ],
      "pricing": "free",
      "status": "active",
      "related": [
        "artificial-analysis"
      ],
      "sources": [
        "https://arena.ai",
        "https://lmarena.ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/arena-ai/",
        "markdown": "https://indexagentica.com/entries/arena-ai.md",
        "json": "https://indexagentica.com/api/entries/arena-ai.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/arena-ai.json"
      }
    },
    {
      "id": "arize-phoenix",
      "name": "Arize Phoenix",
      "category": "evals-observability",
      "summary": "Open-source AI observability and evaluation platform from Arize.",
      "url": "https://arize.com/phoenix/",
      "repo": "https://github.com/Arize-ai/phoenix",
      "docs": "https://arize.com/docs/phoenix",
      "tags": [
        "observability",
        "evals",
        "tracing",
        "open-source"
      ],
      "status": "active",
      "related": [
        "langfuse",
        "openllmetry"
      ],
      "sources": [
        "https://github.com/Arize-ai/phoenix",
        "https://arize.com/docs/phoenix"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Arize AI",
      "links": {
        "html": "https://indexagentica.com/entries/arize-phoenix/",
        "markdown": "https://indexagentica.com/entries/arize-phoenix.md",
        "json": "https://indexagentica.com/api/entries/arize-phoenix.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/evals-observability/arize-phoenix.json"
      }
    },
    {
      "id": "artificial-analysis",
      "name": "Artificial Analysis",
      "category": "information",
      "summary": "Independent benchmarks comparing AI models and API providers on quality, price, output speed and latency.",
      "url": "https://artificialanalysis.ai",
      "tags": [
        "benchmark",
        "model-comparison",
        "pricing",
        "latency"
      ],
      "status": "active",
      "related": [
        "arena-ai",
        "openrouter-rankings"
      ],
      "sources": [
        "https://artificialanalysis.ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/artificial-analysis/",
        "markdown": "https://indexagentica.com/entries/artificial-analysis.md",
        "json": "https://indexagentica.com/api/entries/artificial-analysis.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/artificial-analysis.json"
      }
    },
    {
      "id": "arxiv-api",
      "name": "arXiv API",
      "category": "apis",
      "summary": "Programmatic search and metadata access to arXiv preprints via an Atom-based query interface.",
      "url": "https://info.arxiv.org/help/api/index.html",
      "tags": [
        "research",
        "papers",
        "preprints"
      ],
      "pricing": "free",
      "status": "active",
      "agent_access": {
        "auth": "none",
        "notes": "Example: https://export.arxiv.org/api/query?search_query=all:agent&max_results=1"
      },
      "related": [
        "arxiv-cs-ai",
        "openalex-api"
      ],
      "sources": [
        "https://info.arxiv.org/help/api/index.html",
        "https://export.arxiv.org/api/query?search_query=all:agent&max_results=1"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "arXiv (Cornell)",
      "links": {
        "html": "https://indexagentica.com/entries/arxiv-api/",
        "markdown": "https://indexagentica.com/entries/arxiv-api.md",
        "json": "https://indexagentica.com/api/entries/arxiv-api.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/apis/arxiv-api.json"
      }
    },
    {
      "id": "arxiv-cs-ai",
      "name": "arXiv cs.AI (Artificial Intelligence)",
      "category": "information",
      "summary": "arXiv's listing of the latest preprints in Artificial Intelligence, a primary source for new agent research.",
      "url": "https://arxiv.org/list/cs.AI/recent",
      "tags": [
        "research",
        "papers",
        "preprints"
      ],
      "pricing": "free",
      "status": "active",
      "related": [
        "hf-daily-papers",
        "arxiv-api"
      ],
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        "https://arxiv.org/list/cs.AI/recent"
      ],
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      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
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      "maintainer": "arXiv (Cornell)",
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        "html": "https://indexagentica.com/entries/arxiv-cs-ai/",
        "markdown": "https://indexagentica.com/entries/arxiv-cs-ai.md",
        "json": "https://indexagentica.com/api/entries/arxiv-cs-ai.json",
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    },
    {
      "id": "atlassian-rovo-mcp",
      "name": "Atlassian Rovo MCP Server",
      "category": "mcp-servers",
      "summary": "Atlassian's official remote MCP server securely connecting Jira, Confluence, Jira Service Management, Bitbucket and more to AI clients.",
      "url": "https://www.atlassian.com/platform/rovo-mcp",
      "repo": "https://github.com/atlassian/atlassian-mcp-server",
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        "mcp",
        "jira",
        "confluence",
        "project-management"
      ],
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      "agent_access": {
        "mcp_endpoint": "https://mcp.atlassian.com/v2/mcp",
        "auth": "oauth"
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        "https://github.com/atlassian/atlassian-mcp-server",
        "https://www.atlassian.com/platform/rovo-mcp"
      ],
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      "updated": "2026-10-02",
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      "maintainer": "Atlassian",
      "links": {
        "html": "https://indexagentica.com/entries/atlassian-rovo-mcp/",
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    },
    {
      "id": "auth0-for-ai-agents",
      "name": "Auth0 for AI Agents",
      "category": "tools",
      "summary": "Auth0's identity toolkit for AI agents: user authentication, delegated authorization, human-in-the-loop (CIBA) and fine-grained authorization for RAG.",
      "url": "https://auth0.com/solutions/ship-ai-agents",
      "repo": "https://github.com/auth0/auth0-ai-js",
      "docs": "https://auth0.com/ai/docs/overview",
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        "auth",
        "oauth",
        "agents"
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        "https://auth0.com/ai/docs/overview",
        "https://auth0.com/solutions/ship-ai-agents",
        "https://github.com/auth0/auth0-ai-js"
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      "updated": "2026-10-02",
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        "html": "https://indexagentica.com/entries/auth0-for-ai-agents/",
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    {
      "id": "autogen",
      "name": "AutoGen",
      "category": "harnesses",
      "summary": "Microsoft Research's multi-agent programming framework, now in maintenance mode; new projects are pointed to Microsoft Agent Framework.",
      "description": "Per its README, AutoGen is in maintenance mode: no new features, community managed, contributions limited to bug fixes, security patches and docs. Microsoft recommends Microsoft Agent Framework for new projects and publishes a migration guide.",
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      "repo": "https://github.com/microsoft/autogen",
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      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
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        "html": "https://indexagentica.com/entries/autogen/",
        "markdown": "https://indexagentica.com/entries/autogen.md",
        "json": "https://indexagentica.com/api/entries/autogen.json",
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    {
      "id": "awesome-agents-kyrolabs",
      "name": "Awesome Agents (kyrolabs)",
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      "summary": "Awesome list of AI agents and agent frameworks on GitHub.",
      "url": "https://github.com/kyrolabs/awesome-agents",
      "repo": "https://github.com/kyrolabs/awesome-agents",
      "tags": [
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        "github"
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      "sources": [
        "https://github.com/kyrolabs/awesome-agents"
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      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
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        "html": "https://indexagentica.com/entries/awesome-agents-kyrolabs/",
        "markdown": "https://indexagentica.com/entries/awesome-agents-kyrolabs.md",
        "json": "https://indexagentica.com/api/entries/awesome-agents-kyrolabs.json",
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      "id": "awesome-ai-agents",
      "name": "Awesome AI Agents (E2B)",
      "category": "directories",
      "summary": "E2B's curated GitHub list of autonomous AI agents, open-source and closed-source.",
      "url": "https://github.com/e2b-dev/awesome-ai-agents",
      "repo": "https://github.com/e2b-dev/awesome-ai-agents",
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        "agents",
        "awesome-list",
        "github"
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        "https://github.com/e2b-dev/awesome-ai-agents"
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      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "E2B",
      "links": {
        "html": "https://indexagentica.com/entries/awesome-ai-agents/",
        "markdown": "https://indexagentica.com/entries/awesome-ai-agents.md",
        "json": "https://indexagentica.com/api/entries/awesome-ai-agents.json",
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    },
    {
      "id": "awesome-claude-skills",
      "name": "Awesome Claude Skills (Composio)",
      "category": "directories",
      "summary": "Curated GitHub list of Claude Skills, resources and tools for customizing Claude workflows.",
      "url": "https://github.com/ComposioHQ/awesome-claude-skills",
      "repo": "https://github.com/ComposioHQ/awesome-claude-skills",
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      "status": "active",
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        "anthropic-skills"
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        "https://github.com/ComposioHQ/awesome-claude-skills"
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      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Composio",
      "links": {
        "html": "https://indexagentica.com/entries/awesome-claude-skills/",
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        "json": "https://indexagentica.com/api/entries/awesome-claude-skills.json",
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    },
    {
      "id": "awesome-claude-skills-travisvn",
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      "category": "directories",
      "summary": "Curated list of Claude Skills, resources and tools for customizing Claude workflows, particularly Claude Code.",
      "url": "https://github.com/travisvn/awesome-claude-skills",
      "repo": "https://github.com/travisvn/awesome-claude-skills",
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        "agent-skills",
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        "claude"
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        "skills-sh"
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      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
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        "html": "https://indexagentica.com/entries/awesome-claude-skills-travisvn/",
        "markdown": "https://indexagentica.com/entries/awesome-claude-skills-travisvn.md",
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      "id": "awesome-llm-apps",
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      "summary": "Popular community-curated GitHub list of MCP servers, mirrored on Glama.",
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      "pricing": "free",
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      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
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        "html": "https://indexagentica.com/entries/awesome-mcp-servers/",
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      "id": "aws-mcp-servers",
      "name": "AWS MCP Servers (awslabs)",
      "category": "mcp-servers",
      "summary": "Suite of open-source, specialized MCP servers from AWS Labs for working with AWS services.",
      "url": "https://awslabs.github.io/mcp/",
      "repo": "https://github.com/awslabs/mcp",
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        "https://github.com/awslabs/mcp",
        "https://awslabs.github.io/mcp/"
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      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "AWS Labs",
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        "html": "https://indexagentica.com/entries/aws-mcp-servers/",
        "markdown": "https://indexagentica.com/entries/aws-mcp-servers.md",
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      "id": "bfcl",
      "name": "Berkeley Function Calling Leaderboard (BFCL)",
      "category": "information",
      "summary": "UC Berkeley leaderboard evaluating how accurately LLMs call functions and tools; part of the Gorilla project.",
      "url": "https://gorilla.cs.berkeley.edu/leaderboard.html",
      "repo": "https://github.com/ShishirPatil/gorilla",
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        "https://gorilla.cs.berkeley.edu/leaderboard.html",
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      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "UC Berkeley Gorilla team",
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        "html": "https://indexagentica.com/entries/bfcl/",
        "markdown": "https://indexagentica.com/entries/bfcl.md",
        "json": "https://indexagentica.com/api/entries/bfcl.json",
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      "id": "blaxel",
      "name": "Blaxel",
      "category": "infrastructure",
      "summary": "Infrastructure for autonomous agents: fast-resuming microVM sandboxes, agent hosting, MCP server hosting, batch jobs and a model gateway.",
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      "docs": "https://docs.blaxel.ai",
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        "https://docs.blaxel.ai/llms.txt"
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      "updated": "2026-10-02",
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      "repo": "https://github.com/braintrustdata/autoevals",
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      "last_verified": "2026-10-02",
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    {
      "id": "browserless",
      "name": "Browserless",
      "category": "tools",
      "summary": "Hosted or self-hosted (Docker) headless browsers for AI agents, reachable over MCP, Puppeteer or Playwright.",
      "description": "The self-hosted image is free for non-commercial use per the repo description.",
      "url": "https://www.browserless.io",
      "repo": "https://github.com/browserless/browserless",
      "docs": "https://docs.browserless.io",
      "tags": [
        "browser-automation",
        "headless-browser",
        "docker",
        "mcp"
      ],
      "status": "active",
      "sources": [
        "https://www.browserless.io",
        "https://github.com/browserless/browserless"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Browserless",
      "links": {
        "html": "https://indexagentica.com/entries/browserless/",
        "markdown": "https://indexagentica.com/entries/browserless.md",
        "json": "https://indexagentica.com/api/entries/browserless.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/browserless.json"
      }
    },
    {
      "id": "building-effective-agents",
      "name": "Building Effective AI Agents (Anthropic)",
      "category": "information",
      "summary": "Anthropic engineering essay (Dec 19, 2024) on agent design patterns: workflows vs. agents, and when to use simple composable patterns.",
      "url": "https://www.anthropic.com/engineering/building-effective-agents",
      "tags": [
        "guide",
        "agent-design",
        "patterns"
      ],
      "pricing": "free",
      "related": [
        "claude-code"
      ],
      "sources": [
        "https://www.anthropic.com/engineering/building-effective-agents"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Anthropic",
      "links": {
        "html": "https://indexagentica.com/entries/building-effective-agents/",
        "markdown": "https://indexagentica.com/entries/building-effective-agents.md",
        "json": "https://indexagentica.com/api/entries/building-effective-agents.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/building-effective-agents.json"
      }
    },
    {
      "id": "catena",
      "name": "Catena",
      "category": "finance-payments",
      "summary": "Banking and governance platform for AI agents supporting payments, treasury and other financial services.",
      "url": "https://catena.com",
      "tags": [
        "banking",
        "agent-commerce",
        "treasury"
      ],
      "status": "unknown",
      "sources": [
        "https://catena.com"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Catena Labs",
      "links": {
        "html": "https://indexagentica.com/entries/catena/",
        "markdown": "https://indexagentica.com/entries/catena.md",
        "json": "https://indexagentica.com/api/entries/catena.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/catena.json"
      }
    },
    {
      "id": "caveman",
      "name": "Caveman",
      "category": "skills",
      "summary": "Viral skill plus proxy for coding agents that cuts tokens by having the agent talk tersely, like a caveman.",
      "description": "The repo claims roughly 65% token reduction. Several caveman skills (caveman, caveman-commit, caveman-review) rank on skills.sh.",
      "url": "https://docs.caveman.so/docs/quickstart",
      "repo": "https://github.com/JuliusBrussee/caveman",
      "tags": [
        "agent-skills",
        "token-efficiency",
        "coding-agents"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "skills-sh"
      ],
      "sources": [
        "https://github.com/JuliusBrussee/caveman",
        "https://skills.sh"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/caveman/",
        "markdown": "https://indexagentica.com/entries/caveman.md",
        "json": "https://indexagentica.com/api/entries/caveman.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/skills/caveman.json"
      }
    },
    {
      "id": "chroma",
      "name": "Chroma",
      "category": "tools",
      "summary": "Open-source search and data infrastructure for AI (vector database).",
      "url": "https://www.trychroma.com/",
      "repo": "https://github.com/chroma-core/chroma",
      "docs": "https://docs.trychroma.com",
      "tags": [
        "vector-database",
        "memory",
        "retrieval",
        "open-source"
      ],
      "license": "Apache-2.0",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.trychroma.com/llms.txt"
      },
      "sources": [
        "https://github.com/chroma-core/chroma",
        "https://www.trychroma.com/",
        "https://docs.trychroma.com"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Chroma",
      "links": {
        "html": "https://indexagentica.com/entries/chroma/",
        "markdown": "https://indexagentica.com/entries/chroma.md",
        "json": "https://indexagentica.com/api/entries/chroma.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/chroma.json"
      }
    },
    {
      "id": "chrome-devtools-mcp",
      "name": "Chrome DevTools MCP",
      "category": "mcp-servers",
      "summary": "Lets coding agents control and inspect a live Chrome browser via MCP (or CLI): automation, debugging, performance traces and Lighthouse audits.",
      "url": "https://developer.chrome.com/docs/devtools/agents",
      "repo": "https://github.com/ChromeDevTools/chrome-devtools-mcp",
      "tags": [
        "mcp",
        "browser",
        "chrome",
        "debugging",
        "performance"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "playwright-mcp"
      ],
      "sources": [
        "https://github.com/ChromeDevTools/chrome-devtools-mcp",
        "https://developer.chrome.com/docs/devtools/agents"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Chrome DevTools team (Google)",
      "links": {
        "html": "https://indexagentica.com/entries/chrome-devtools-mcp/",
        "markdown": "https://indexagentica.com/entries/chrome-devtools-mcp.md",
        "json": "https://indexagentica.com/api/entries/chrome-devtools-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/chrome-devtools-mcp.json"
      }
    },
    {
      "id": "circle-agent-stack",
      "name": "Circle Agent Stack",
      "category": "finance-payments",
      "summary": "Circle's agent-native tooling (Circle CLI, agent wallets, nanopayments) for agents to hold and move USDC, pay for x402 services and stay within compliance guardrails.",
      "url": "https://developers.circle.com/agent-stack",
      "tags": [
        "wallet",
        "stablecoin",
        "usdc",
        "x402"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://developers.circle.com/llms.txt",
        "mcp_endpoint": "https://api.circle.com/v1/codegen/mcp"
      },
      "related": [
        "usdc",
        "circle-gateway",
        "circle-skills",
        "x402"
      ],
      "sources": [
        "https://developers.circle.com/agent-stack.md",
        "https://developers.circle.com/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Circle",
      "links": {
        "html": "https://indexagentica.com/entries/circle-agent-stack/",
        "markdown": "https://indexagentica.com/entries/circle-agent-stack.md",
        "json": "https://indexagentica.com/api/entries/circle-agent-stack.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/circle-agent-stack.json"
      }
    },
    {
      "id": "circle-cctp",
      "name": "Circle CCTP",
      "category": "finance-payments",
      "summary": "Cross-Chain Transfer Protocol: permissionless cross-chain transfers of USDC, EURC and registered third-party tokens.",
      "description": "CCTP V2 natively transfers USDC and EURC via burn-and-mint; Circle's docs recommend V2 except on chains that still require V1.",
      "url": "https://developers.circle.com/cctp",
      "tags": [
        "stablecoin",
        "cross-chain",
        "usdc",
        "bridging"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://developers.circle.com/llms.txt"
      },
      "related": [
        "usdc"
      ],
      "sources": [
        "https://developers.circle.com/cctp",
        "https://developers.circle.com/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Circle",
      "links": {
        "html": "https://indexagentica.com/entries/circle-cctp/",
        "markdown": "https://indexagentica.com/entries/circle-cctp.md",
        "json": "https://indexagentica.com/api/entries/circle-cctp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/circle-cctp.json"
      }
    },
    {
      "id": "circle-gateway",
      "name": "Circle Gateway (Nanopayments)",
      "category": "finance-payments",
      "summary": "Unified USDC balance across chains with instant cross-chain minting; Gateway Nanopayments enable gasless sub-cent USDC micropayments via x402.",
      "description": "Per Circle's docs: deposit USDC to non-custodial Gateway Wallet contracts and mint on any supported destination chain in under 500 ms with one API call; permissionless with no sign-up. Nanopayments go down to $0.000001 using x402 and batched settlement.",
      "url": "https://developers.circle.com/gateway",
      "tags": [
        "stablecoin",
        "usdc",
        "micropayments",
        "x402",
        "cross-chain"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://developers.circle.com/llms.txt"
      },
      "related": [
        "circle-agent-stack",
        "x402",
        "usdc"
      ],
      "sources": [
        "https://developers.circle.com/gateway.md",
        "https://developers.circle.com/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Circle",
      "links": {
        "html": "https://indexagentica.com/entries/circle-gateway/",
        "markdown": "https://indexagentica.com/entries/circle-gateway.md",
        "json": "https://indexagentica.com/api/entries/circle-gateway.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/circle-gateway.json"
      }
    },
    {
      "id": "circle-mcp",
      "name": "Circle MCP Server",
      "category": "mcp-servers",
      "summary": "Circle's MCP server providing live SDK signatures, contract addresses and chain IDs for building with USDC and Circle products.",
      "url": "https://developers.circle.com",
      "tags": [
        "mcp",
        "stablecoin",
        "usdc",
        "developer-docs"
      ],
      "status": "active",
      "agent_access": {
        "mcp_endpoint": "https://api.circle.com/v1/codegen/mcp",
        "llms_txt": "https://developers.circle.com/llms.txt"
      },
      "related": [
        "circle-skills",
        "usdc"
      ],
      "sources": [
        "https://developers.circle.com/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Circle",
      "links": {
        "html": "https://indexagentica.com/entries/circle-mcp/",
        "markdown": "https://indexagentica.com/entries/circle-mcp.md",
        "json": "https://indexagentica.com/api/entries/circle-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/circle-mcp.json"
      }
    },
    {
      "id": "circle-skills",
      "name": "Circle Skills",
      "category": "skills",
      "summary": "Circle's open-source Agent Skills for USDC, CCTP bridging, Circle Wallets, Gateway nanopayments and the Arc chain.",
      "description": "Installable via `npx skills add circlefin/skills` or as a Claude Code plugin marketplace (`/plugin marketplace add circlefin/skills`). Circle's docs recommend pairing them with the Circle MCP server.",
      "url": "https://github.com/circlefin/skills",
      "repo": "https://github.com/circlefin/skills",
      "tags": [
        "agent-skills",
        "stablecoin",
        "usdc",
        "wallet"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://developers.circle.com/llms.txt"
      },
      "related": [
        "usdc",
        "circle-agent-stack",
        "skills-cli"
      ],
      "sources": [
        "https://github.com/circlefin/skills",
        "https://developers.circle.com/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Circle",
      "links": {
        "html": "https://indexagentica.com/entries/circle-skills/",
        "markdown": "https://indexagentica.com/entries/circle-skills.md",
        "json": "https://indexagentica.com/api/entries/circle-skills.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/skills/circle-skills.json"
      }
    },
    {
      "id": "circle-wallets",
      "name": "Circle Wallets",
      "category": "finance-payments",
      "summary": "APIs and SDKs for developer-controlled, user-controlled and modular (smart contract) wallets across multiple blockchains.",
      "url": "https://developers.circle.com/wallets",
      "tags": [
        "wallet",
        "stablecoin",
        "custody",
        "smart-accounts"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://developers.circle.com/llms.txt",
        "auth": "api-key"
      },
      "related": [
        "circle-agent-stack",
        "usdc"
      ],
      "sources": [
        "https://developers.circle.com/wallets",
        "https://developers.circle.com/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Circle",
      "links": {
        "html": "https://indexagentica.com/entries/circle-wallets/",
        "markdown": "https://indexagentica.com/entries/circle-wallets.md",
        "json": "https://indexagentica.com/api/entries/circle-wallets.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/circle-wallets.json"
      }
    },
    {
      "id": "claude-agent-sdk",
      "name": "Claude Agent SDK",
      "category": "harnesses",
      "summary": "Anthropic's SDK for building production agents with Claude Code as a library, in Python and TypeScript.",
      "url": "https://code.claude.com/docs/en/agent-sdk/overview",
      "repo": "https://github.com/anthropics/claude-agent-sdk-python",
      "tags": [
        "sdk",
        "python",
        "typescript",
        "anthropic"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://code.claude.com/docs/llms.txt"
      },
      "related": [
        "claude-code"
      ],
      "sources": [
        "https://code.claude.com/docs/en/agent-sdk/overview",
        "https://github.com/anthropics/claude-agent-sdk-python",
        "https://github.com/anthropics/claude-agent-sdk-typescript"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Anthropic",
      "links": {
        "html": "https://indexagentica.com/entries/claude-agent-sdk/",
        "markdown": "https://indexagentica.com/entries/claude-agent-sdk.md",
        "json": "https://indexagentica.com/api/entries/claude-agent-sdk.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/claude-agent-sdk.json"
      }
    },
    {
      "id": "claude-code",
      "name": "Claude Code",
      "category": "harnesses",
      "summary": "Anthropic's agentic coding tool that reads your codebase, edits files, runs commands and integrates with dev tools; available in terminal, IDE, desktop and browser.",
      "description": "Extensible with MCP servers, Agent Skills and plugins (see the official Anthropic plugin directory). The docs publish an llms.txt index.",
      "url": "https://code.claude.com/docs/en/overview",
      "repo": "https://github.com/anthropics/claude-code",
      "docs": "https://code.claude.com/docs/en/overview",
      "tags": [
        "coding-agent",
        "cli",
        "anthropic",
        "mcp-client",
        "agent-skills"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://code.claude.com/docs/llms.txt"
      },
      "related": [
        "anthropic-skills",
        "claude-plugins-official",
        "model-context-protocol"
      ],
      "sources": [
        "https://code.claude.com/docs/en/overview",
        "https://github.com/anthropics/claude-code"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Anthropic",
      "links": {
        "html": "https://indexagentica.com/entries/claude-code/",
        "markdown": "https://indexagentica.com/entries/claude-code.md",
        "json": "https://indexagentica.com/api/entries/claude-code.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/claude-code.json"
      }
    },
    {
      "id": "claude-plugins-official",
      "name": "Claude Code Plugins Directory (official)",
      "category": "directories",
      "summary": "Anthropic-managed directory of Claude Code plugins, with internal Anthropic plugins and vetted third-party plugins.",
      "description": "Install with `/plugin install {plugin-name}@claude-plugins-official` in Claude Code. Plugins can bundle MCP server configs, skills and commands; Anthropic advises trusting a plugin before installing.",
      "url": "https://github.com/anthropics/claude-plugins-official",
      "repo": "https://github.com/anthropics/claude-plugins-official",
      "docs": "https://code.claude.com/docs/en/plugins",
      "tags": [
        "claude-code",
        "plugins",
        "marketplace"
      ],
      "license": "Apache-2.0",
      "pricing": "free",
      "status": "active",
      "related": [
        "claude-code",
        "anthropic-skills"
      ],
      "sources": [
        "https://github.com/anthropics/claude-plugins-official",
        "https://code.claude.com/docs/en/plugins"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Anthropic",
      "links": {
        "html": "https://indexagentica.com/entries/claude-plugins-official/",
        "markdown": "https://indexagentica.com/entries/claude-plugins-official.md",
        "json": "https://indexagentica.com/api/entries/claude-plugins-official.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/directories/claude-plugins-official.json"
      }
    },
    {
      "id": "cline",
      "name": "Cline",
      "category": "harnesses",
      "summary": "Open-source autonomous coding agent available as an SDK, IDE extension or CLI, with Plan/Act modes and MCP integration.",
      "url": "https://cline.bot",
      "repo": "https://github.com/cline/cline",
      "docs": "https://docs.cline.bot",
      "tags": [
        "coding-agent",
        "vscode",
        "mcp-client",
        "open-source"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.cline.bot/llms.txt"
      },
      "related": [
        "model-context-protocol"
      ],
      "sources": [
        "https://github.com/cline/cline",
        "https://cline.bot",
        "https://docs.cline.bot"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Cline",
      "links": {
        "html": "https://indexagentica.com/entries/cline/",
        "markdown": "https://indexagentica.com/entries/cline.md",
        "json": "https://indexagentica.com/api/entries/cline.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/cline.json"
      }
    },
    {
      "id": "cloudflare-agents",
      "name": "Cloudflare Agents SDK",
      "category": "harnesses",
      "summary": "SDK for stateful AI agents on Cloudflare with persistent state, real-time WebSockets, scheduled tasks and remote MCP servers.",
      "url": "https://developers.cloudflare.com/agents/",
      "repo": "https://github.com/cloudflare/agents",
      "tags": [
        "framework",
        "typescript",
        "hosting",
        "edge",
        "mcp"
      ],
      "license": "MIT",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://developers.cloudflare.com/agents/llms.txt"
      },
      "related": [
        "model-context-protocol",
        "cloudflare-sandbox"
      ],
      "sources": [
        "https://github.com/cloudflare/agents",
        "https://developers.cloudflare.com/agents/",
        "https://developers.cloudflare.com/agents/model-context-protocol/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Cloudflare",
      "links": {
        "html": "https://indexagentica.com/entries/cloudflare-agents/",
        "markdown": "https://indexagentica.com/entries/cloudflare-agents.md",
        "json": "https://indexagentica.com/api/entries/cloudflare-agents.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/cloudflare-agents.json"
      }
    },
    {
      "id": "cloudflare-mcp",
      "name": "Cloudflare MCP Servers",
      "category": "mcp-servers",
      "summary": "Cloudflare's own remote MCP servers for managing and querying Cloudflare services from MCP clients.",
      "url": "https://developers.cloudflare.com/agents/model-context-protocol/cloudflare/servers-for-cloudflare/",
      "repo": "https://github.com/cloudflare/mcp-server-cloudflare",
      "tags": [
        "mcp",
        "cloudflare",
        "infrastructure"
      ],
      "license": "Apache-2.0",
      "status": "active",
      "agent_access": {
        "mcp_endpoint": "https://mcp.cloudflare.com/mcp",
        "auth": "oauth"
      },
      "related": [
        "cloudflare-agents"
      ],
      "sources": [
        "https://github.com/cloudflare/mcp-server-cloudflare",
        "https://developers.cloudflare.com/agents/model-context-protocol/cloudflare/servers-for-cloudflare/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Cloudflare",
      "links": {
        "html": "https://indexagentica.com/entries/cloudflare-mcp/",
        "markdown": "https://indexagentica.com/entries/cloudflare-mcp.md",
        "json": "https://indexagentica.com/api/entries/cloudflare-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/cloudflare-mcp.json"
      }
    },
    {
      "id": "cloudflare-sandbox",
      "name": "Cloudflare Sandboxes",
      "category": "infrastructure",
      "summary": "Execute untrusted or generated code on Cloudflare in Linux VMs (Containers) or isolated Dynamic Workers, via the Sandbox SDK.",
      "url": "https://developers.cloudflare.com/sandbox/",
      "repo": "https://github.com/cloudflare/sandbox-sdk",
      "tags": [
        "sandbox",
        "code-execution",
        "edge",
        "hosting"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://developers.cloudflare.com/sandbox/llms.txt"
      },
      "related": [
        "cloudflare-agents",
        "vercel-sandbox"
      ],
      "sources": [
        "https://developers.cloudflare.com/sandbox/",
        "https://developers.cloudflare.com/sandbox/llms.txt",
        "https://github.com/cloudflare/sandbox-sdk"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Cloudflare",
      "links": {
        "html": "https://indexagentica.com/entries/cloudflare-sandbox/",
        "markdown": "https://indexagentica.com/entries/cloudflare-sandbox.md",
        "json": "https://indexagentica.com/api/entries/cloudflare-sandbox.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/infrastructure/cloudflare-sandbox.json"
      }
    },
    {
      "id": "cognee",
      "name": "Cognee",
      "category": "tools",
      "summary": "Open-source AI memory platform for agents that turns documents and conversations into graph, vector and relational memory.",
      "url": "https://www.cognee.ai",
      "repo": "https://github.com/topoteretes/cognee",
      "docs": "https://docs.cognee.ai",
      "tags": [
        "memory",
        "knowledge-graph",
        "python",
        "mcp"
      ],
      "license": "Apache-2.0",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.cognee.ai/llms.txt"
      },
      "related": [
        "graphiti",
        "mem0"
      ],
      "sources": [
        "https://github.com/topoteretes/cognee",
        "https://www.cognee.ai",
        "https://docs.cognee.ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Cognee",
      "links": {
        "html": "https://indexagentica.com/entries/cognee/",
        "markdown": "https://indexagentica.com/entries/cognee.md",
        "json": "https://indexagentica.com/api/entries/cognee.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/cognee.json"
      }
    },
    {
      "id": "coinbase-agentic-wallet",
      "name": "Coinbase Agentic Wallet",
      "category": "finance-payments",
      "summary": "Wallet tooling that lets AI agents hold, spend, trade and earn stablecoins with guardrails, via the awal CLI + skills or an MCP server.",
      "description": "Two modes: the Agentic Wallet CLI (`npx awal`, skills via `npx skills add coinbase/agentic-wallet-skills`) for send/trade/x402, and the Agentic Wallet MCP server (`npx @coinbase/payments-mcp`) for discovering and paying for x402 services from any MCP client.",
      "url": "https://docs.cdp.coinbase.com/agentic-wallet/welcome",
      "tags": [
        "wallet",
        "stablecoins",
        "x402",
        "mcp",
        "coinbase"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.cdp.coinbase.com/llms.txt"
      },
      "related": [
        "coinbase-agentic-wallet-skills",
        "x402",
        "cdp-x402"
      ],
      "sources": [
        "https://docs.cdp.coinbase.com/agentic-wallet/welcome"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Coinbase",
      "links": {
        "html": "https://indexagentica.com/entries/coinbase-agentic-wallet/",
        "markdown": "https://indexagentica.com/entries/coinbase-agentic-wallet.md",
        "json": "https://indexagentica.com/api/entries/coinbase-agentic-wallet.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/coinbase-agentic-wallet.json"
      }
    },
    {
      "id": "coinbase-agentic-wallet-skills",
      "name": "Coinbase Agentic Wallet Skills",
      "category": "skills",
      "summary": "Pre-built agent skills for wallet operations (authenticate, fund, send USDC, trade, pay for x402 services) via Coinbase's awal CLI.",
      "url": "https://github.com/coinbase/agentic-wallet-skills",
      "repo": "https://github.com/coinbase/agentic-wallet-skills",
      "docs": "https://docs.cdp.coinbase.com/agentic-wallet/cli/skills/overview",
      "tags": [
        "agent-skills",
        "wallet",
        "x402",
        "usdc",
        "coinbase"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.cdp.coinbase.com/llms.txt",
        "notes": "Install with `npx skills add coinbase/agentic-wallet-skills`."
      },
      "related": [
        "coinbase-agentic-wallet",
        "x402",
        "skills-cli"
      ],
      "sources": [
        "https://github.com/coinbase/agentic-wallet-skills",
        "https://docs.cdp.coinbase.com/agentic-wallet/welcome"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Coinbase",
      "links": {
        "html": "https://indexagentica.com/entries/coinbase-agentic-wallet-skills/",
        "markdown": "https://indexagentica.com/entries/coinbase-agentic-wallet-skills.md",
        "json": "https://indexagentica.com/api/entries/coinbase-agentic-wallet-skills.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/skills/coinbase-agentic-wallet-skills.json"
      }
    },
    {
      "id": "coinbase-agentkit",
      "name": "Coinbase AgentKit",
      "category": "finance-payments",
      "summary": "Coinbase Developer Platform's framework- and wallet-agnostic toolkit for giving AI agents a crypto wallet and onchain actions (Node.js and Python).",
      "description": "Published as `@coinbase/agentkit` (npm) and `coinbase-agentkit` (PyPI). The README describes enabling fee-free stablecoin payments and agent monetization.",
      "url": "https://github.com/coinbase/agentkit",
      "repo": "https://github.com/coinbase/agentkit",
      "tags": [
        "wallet",
        "onchain",
        "crypto",
        "sdk",
        "coinbase"
      ],
      "pricing": "open-source",
      "status": "active",
      "related": [
        "coinbase-agentic-wallet",
        "x402"
      ],
      "sources": [
        "https://github.com/coinbase/agentkit"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Coinbase",
      "links": {
        "html": "https://indexagentica.com/entries/coinbase-agentkit/",
        "markdown": "https://indexagentica.com/entries/coinbase-agentkit.md",
        "json": "https://indexagentica.com/api/entries/coinbase-agentkit.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/coinbase-agentkit.json"
      }
    },
    {
      "id": "coinbase-cdp-wallets",
      "name": "Coinbase CDP Non-Custodial Wallets",
      "category": "finance-payments",
      "summary": "Coinbase Developer Platform wallets for users (social login, no seed phrases) and for systems and agents (API key, keys held in a TEE).",
      "url": "https://docs.cdp.coinbase.com/wallets/non-custodial-wallets/overview",
      "repo": "https://github.com/coinbase/cdp-sdk",
      "tags": [
        "wallet",
        "tee",
        "evm",
        "solana"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.cdp.coinbase.com/llms.txt",
        "auth": "api-key"
      },
      "related": [
        "coinbase-agentkit",
        "coinbase-agentic-wallet",
        "cdp-x402"
      ],
      "sources": [
        "https://docs.cdp.coinbase.com/wallets/non-custodial-wallets/overview",
        "https://github.com/coinbase/cdp-sdk"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Coinbase",
      "links": {
        "html": "https://indexagentica.com/entries/coinbase-cdp-wallets/",
        "markdown": "https://indexagentica.com/entries/coinbase-cdp-wallets.md",
        "json": "https://indexagentica.com/api/entries/coinbase-cdp-wallets.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/coinbase-cdp-wallets.json"
      }
    },
    {
      "id": "cdp-x402",
      "name": "Coinbase CDP x402 Facilitator",
      "category": "finance-payments",
      "summary": "Coinbase Developer Platform's x402 offering: a hosted facilitator that verifies and settles x402 payments, plus seller and buyer SDK quickstarts.",
      "description": "Per the CDP docs, CDP has processed more than 100 million x402 payments across Base and Solana; sellers can receive to any address they control.",
      "url": "https://docs.cdp.coinbase.com/x402/welcome",
      "tags": [
        "x402",
        "facilitator",
        "stablecoins",
        "base",
        "solana"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.cdp.coinbase.com/llms.txt"
      },
      "related": [
        "x402",
        "coinbase-agentic-wallet",
        "coinbase-agentkit"
      ],
      "sources": [
        "https://docs.cdp.coinbase.com/x402/welcome"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Coinbase",
      "links": {
        "html": "https://indexagentica.com/entries/cdp-x402/",
        "markdown": "https://indexagentica.com/entries/cdp-x402.md",
        "json": "https://indexagentica.com/api/entries/cdp-x402.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/cdp-x402.json"
      }
    },
    {
      "id": "common-crawl",
      "name": "Common Crawl",
      "category": "information",
      "summary": "Open repository of web crawl data that anyone can access and analyze.",
      "url": "https://commoncrawl.org",
      "tags": [
        "dataset",
        "web-crawl",
        "open-data"
      ],
      "pricing": "free",
      "status": "active",
      "sources": [
        "https://commoncrawl.org"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Common Crawl Foundation",
      "links": {
        "html": "https://indexagentica.com/entries/common-crawl/",
        "markdown": "https://indexagentica.com/entries/common-crawl.md",
        "json": "https://indexagentica.com/api/entries/common-crawl.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/common-crawl.json"
      }
    },
    {
      "id": "composio",
      "name": "Composio",
      "category": "tools",
      "summary": "Tool platform for agents: 1,000+ toolkits with tool search, delegated authentication and sandboxed execution.",
      "url": "https://composio.dev",
      "repo": "https://github.com/ComposioHQ/composio",
      "docs": "https://docs.composio.dev",
      "tags": [
        "tool-integration",
        "auth",
        "toolkits"
      ],
      "license": "MIT",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.composio.dev/llms.txt",
        "auth": "api-key"
      },
      "sources": [
        "https://github.com/ComposioHQ/composio",
        "https://composio.dev",
        "https://docs.composio.dev/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Composio",
      "links": {
        "html": "https://indexagentica.com/entries/composio/",
        "markdown": "https://indexagentica.com/entries/composio.md",
        "json": "https://indexagentica.com/api/entries/composio.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/composio.json"
      }
    },
    {
      "id": "context7",
      "name": "Context7",
      "category": "mcp-servers",
      "summary": "Upstash's MCP server and platform that pulls up-to-date, version-specific library documentation and code examples into AI coding tools.",
      "url": "https://context7.com",
      "repo": "https://github.com/upstash/context7",
      "tags": [
        "mcp",
        "documentation",
        "coding-agents",
        "libraries"
      ],
      "license": "MIT",
      "status": "active",
      "agent_access": {
        "mcp_endpoint": "https://mcp.context7.com/mcp",
        "notes": "Remote Streamable HTTP endpoint; also available as the npm package @upstash/context7-mcp."
      },
      "related": [
        "model-context-protocol"
      ],
      "sources": [
        "https://github.com/upstash/context7",
        "https://context7.com"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Upstash",
      "links": {
        "html": "https://indexagentica.com/entries/context7/",
        "markdown": "https://indexagentica.com/entries/context7.md",
        "json": "https://indexagentica.com/api/entries/context7.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/context7.json"
      }
    },
    {
      "id": "crawl4ai",
      "name": "Crawl4AI",
      "category": "tools",
      "summary": "Open-source LLM-friendly web crawler and scraper that turns any website into clean Markdown; self-host or use the hosted cloud.",
      "url": "https://crawl4ai.com",
      "repo": "https://github.com/unclecode/crawl4ai",
      "docs": "https://docs.crawl4ai.com",
      "tags": [
        "web-crawling",
        "scraping",
        "markdown",
        "python"
      ],
      "license": "Apache-2.0",
      "status": "active",
      "related": [
        "firecrawl-api"
      ],
      "sources": [
        "https://github.com/unclecode/crawl4ai",
        "https://crawl4ai.com"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/crawl4ai/",
        "markdown": "https://indexagentica.com/entries/crawl4ai.md",
        "json": "https://indexagentica.com/api/entries/crawl4ai.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/crawl4ai.json"
      }
    },
    {
      "id": "crewai",
      "name": "CrewAI",
      "category": "harnesses",
      "summary": "Python framework for orchestrating role-playing, autonomous AI agents that collaborate as crews and flows.",
      "url": "https://crewai.com",
      "repo": "https://github.com/crewAIInc/crewAI",
      "docs": "https://docs.crewai.com",
      "tags": [
        "framework",
        "python",
        "multi-agent"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.crewai.com/llms.txt"
      },
      "sources": [
        "https://github.com/crewAIInc/crewAI",
        "https://docs.crewai.com"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "CrewAI",
      "links": {
        "html": "https://indexagentica.com/entries/crewai/",
        "markdown": "https://indexagentica.com/entries/crewai.md",
        "json": "https://indexagentica.com/api/entries/crewai.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/crewai.json"
      }
    },
    {
      "id": "crossmint-agents",
      "name": "Crossmint Agent Payments",
      "category": "finance-payments",
      "summary": "Crossmint's payment infrastructure for AI agents: scoped agent cards, agent wallets and agent checkouts across many blockchains.",
      "url": "https://docs.crossmint.com/agents/overview",
      "docs": "https://docs.crossmint.com",
      "tags": [
        "agent-wallets",
        "agent-cards",
        "stablecoins",
        "checkout"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.crossmint.com/llms.txt"
      },
      "sources": [
        "https://docs.crossmint.com/llms.txt",
        "https://www.crossmint.com"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Crossmint",
      "links": {
        "html": "https://indexagentica.com/entries/crossmint-agents/",
        "markdown": "https://indexagentica.com/entries/crossmint-agents.md",
        "json": "https://indexagentica.com/api/entries/crossmint-agents.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/crossmint-agents.json"
      }
    },
    {
      "id": "cursor",
      "name": "Cursor",
      "category": "harnesses",
      "summary": "AI code editor and coding agent with Agent mode, Rules, Skills, MCP servers and a CLI.",
      "url": "https://cursor.com",
      "docs": "https://cursor.com/docs",
      "tags": [
        "coding-agent",
        "ide",
        "mcp-client",
        "agent-skills"
      ],
      "license": "proprietary",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://cursor.com/llms.txt"
      },
      "related": [
        "model-context-protocol",
        "agents-md"
      ],
      "sources": [
        "https://cursor.com",
        "https://cursor.com/docs"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/cursor/",
        "markdown": "https://indexagentica.com/entries/cursor.md",
        "json": "https://indexagentica.com/api/entries/cursor.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/cursor.json"
      }
    },
    {
      "id": "daytona",
      "name": "Daytona",
      "category": "infrastructure",
      "summary": "Secure and elastic infrastructure (sandboxes) for running AI-generated code.",
      "url": "https://www.daytona.io",
      "repo": "https://github.com/daytonaio/daytona",
      "docs": "https://www.daytona.io/docs/",
      "tags": [
        "sandbox",
        "code-execution",
        "infrastructure"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://www.daytona.io/docs/llms.txt"
      },
      "related": [
        "e2b"
      ],
      "sources": [
        "https://github.com/daytonaio/daytona",
        "https://www.daytona.io/docs/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Daytona",
      "links": {
        "html": "https://indexagentica.com/entries/daytona/",
        "markdown": "https://indexagentica.com/entries/daytona.md",
        "json": "https://indexagentica.com/api/entries/daytona.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/infrastructure/daytona.json"
      }
    },
    {
      "id": "deepagents",
      "name": "Deep Agents (LangChain)",
      "category": "harnesses",
      "summary": "LangChain's batteries-included agent harness for agents that plan, spawn subagents and use a file system for complex tasks.",
      "url": "https://docs.langchain.com/oss/python/deepagents/overview",
      "repo": "https://github.com/langchain-ai/deepagents",
      "tags": [
        "framework",
        "python",
        "subagents",
        "planning"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
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      },
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      ],
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        "https://github.com/langchain-ai/deepagents",
        "https://docs.langchain.com/oss/python/deepagents/overview"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
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      "maintainer": "LangChain",
      "links": {
        "html": "https://indexagentica.com/entries/deepagents/",
        "markdown": "https://indexagentica.com/entries/deepagents.md",
        "json": "https://indexagentica.com/api/entries/deepagents.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/deepagents.json"
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    },
    {
      "id": "deepeval",
      "name": "DeepEval",
      "category": "evals-observability",
      "summary": "Open-source LLM evaluation framework with 50+ plug-and-play metrics for agents, RAG and chatbots.",
      "url": "https://deepeval.com",
      "repo": "https://github.com/confident-ai/deepeval",
      "tags": [
        "evals",
        "testing",
        "python",
        "open-source"
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      "pricing": "open-source",
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      "sources": [
        "https://github.com/confident-ai/deepeval",
        "https://deepeval.com"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Confident AI",
      "links": {
        "html": "https://indexagentica.com/entries/deepeval/",
        "markdown": "https://indexagentica.com/entries/deepeval.md",
        "json": "https://indexagentica.com/api/entries/deepeval.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/evals-observability/deepeval.json"
      }
    },
    {
      "id": "deepwiki-mcp",
      "name": "DeepWiki MCP",
      "category": "mcp-servers",
      "summary": "Official DeepWiki MCP server: programmatic access to DeepWiki's public repository documentation and search (Ask Devin).",
      "url": "https://docs.devin.ai/work-with-devin/deepwiki-mcp",
      "tags": [
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        "documentation",
        "github",
        "code-search"
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      ],
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        "https://docs.devin.ai/work-with-devin/deepwiki-mcp",
        "https://mcp.deepwiki.com/mcp"
      ],
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      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
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        "html": "https://indexagentica.com/entries/deepwiki-mcp/",
        "markdown": "https://indexagentica.com/entries/deepwiki-mcp.md",
        "json": "https://indexagentica.com/api/entries/deepwiki-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/deepwiki-mcp.json"
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    },
    {
      "id": "descope-agentic-identity",
      "name": "Descope Agentic Identity Hub",
      "category": "tools",
      "summary": "Manage authentication, authorization and external credentials for AI agents and MCP servers with Descope.",
      "url": "https://docs.descope.com/agentic-identity-hub",
      "tags": [
        "identity",
        "auth",
        "oauth",
        "mcp"
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      "related": [
        "mcp-authorization"
      ],
      "sources": [
        "https://docs.descope.com/agentic-identity-hub"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Descope",
      "links": {
        "html": "https://indexagentica.com/entries/descope-agentic-identity/",
        "markdown": "https://indexagentica.com/entries/descope-agentic-identity.md",
        "json": "https://indexagentica.com/api/entries/descope-agentic-identity.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/descope-agentic-identity.json"
      }
    },
    {
      "id": "docker-mcp-catalog",
      "name": "Docker MCP Catalog",
      "category": "directories",
      "summary": "Docker Hub's catalog of containerized, ready-to-use MCP servers, backed by the open docker/mcp-registry repo.",
      "url": "https://hub.docker.com/mcp",
      "repo": "https://github.com/docker/mcp-registry",
      "tags": [
        "mcp",
        "docker",
        "containers",
        "catalog"
      ],
      "status": "active",
      "sources": [
        "https://hub.docker.com/mcp",
        "https://github.com/docker/mcp-registry"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Docker",
      "links": {
        "html": "https://indexagentica.com/entries/docker-mcp-catalog/",
        "markdown": "https://indexagentica.com/entries/docker-mcp-catalog.md",
        "json": "https://indexagentica.com/api/entries/docker-mcp-catalog.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/directories/docker-mcp-catalog.json"
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    },
    {
      "id": "dspy",
      "name": "DSPy",
      "category": "harnesses",
      "summary": "Stanford NLP framework for programming, not prompting, language models.",
      "url": "https://dspy.ai",
      "repo": "https://github.com/stanfordnlp/dspy",
      "tags": [
        "framework",
        "python",
        "prompt-optimization"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "sources": [
        "https://github.com/stanfordnlp/dspy",
        "https://dspy.ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Stanford NLP",
      "links": {
        "html": "https://indexagentica.com/entries/dspy/",
        "markdown": "https://indexagentica.com/entries/dspy.md",
        "json": "https://indexagentica.com/api/entries/dspy.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/dspy.json"
      }
    },
    {
      "id": "e2b",
      "name": "E2B",
      "category": "infrastructure",
      "summary": "Open-source, secure cloud sandboxes for AI agents: an isolated machine per agent to run code, browse and use tools.",
      "url": "https://e2b.dev",
      "repo": "https://github.com/e2b-dev/E2B",
      "docs": "https://e2b.dev/docs",
      "tags": [
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        "code-execution",
        "cloud",
        "isolation"
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      "license": "Apache-2.0",
      "status": "active",
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        "llms_txt": "https://e2b.dev/llms.txt",
        "auth": "api-key"
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        "modal"
      ],
      "sources": [
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        "https://e2b.dev"
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      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "E2B",
      "links": {
        "html": "https://indexagentica.com/entries/e2b/",
        "markdown": "https://indexagentica.com/entries/e2b.md",
        "json": "https://indexagentica.com/api/entries/e2b.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/infrastructure/e2b.json"
      }
    },
    {
      "id": "emilkowalski-skills",
      "name": "Emil Kowalski's Skills",
      "category": "skills",
      "summary": "Skills for designers and engineers from Emil Kowalski, focused on design engineering.",
      "url": "https://emilkowal.ski/skill",
      "repo": "https://github.com/emilkowalski/skills",
      "tags": [
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        "design",
        "frontend"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "skills-sh"
      ],
      "sources": [
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        "https://skills.sh"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Emil Kowalski",
      "links": {
        "html": "https://indexagentica.com/entries/emilkowalski-skills/",
        "markdown": "https://indexagentica.com/entries/emilkowalski-skills.md",
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        "source": "https://github.com/Drudley/indexagentica/blob/main/content/skills/emilkowalski-skills.json"
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    },
    {
      "id": "epoch-ai-benchmarks",
      "name": "Epoch AI Benchmarking Hub",
      "category": "information",
      "summary": "Epoch AI's hub of benchmark results for leading AI models, with trends over time by benchmark and by model.",
      "url": "https://epoch.ai/benchmarks",
      "tags": [
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        "ai-trends",
        "research"
      ],
      "pricing": "free",
      "status": "active",
      "sources": [
        "https://epoch.ai/benchmarks"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Epoch AI",
      "links": {
        "html": "https://indexagentica.com/entries/epoch-ai-benchmarks/",
        "markdown": "https://indexagentica.com/entries/epoch-ai-benchmarks.md",
        "json": "https://indexagentica.com/api/entries/epoch-ai-benchmarks.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/epoch-ai-benchmarks.json"
      }
    },
    {
      "id": "erc-8004",
      "name": "ERC-8004: Trustless Agents",
      "category": "protocols",
      "summary": "Ethereum standard proposal for discovering agents and establishing trust through reputation and validation.",
      "url": "https://eips.ethereum.org/EIPS/eip-8004",
      "repo": "https://github.com/ethereum/ERCs",
      "tags": [
        "agent-identity",
        "reputation",
        "ethereum",
        "open-standard",
        "identity"
      ],
      "status": "unknown",
      "related": [
        "a2a-protocol"
      ],
      "sources": [
        "https://eips.ethereum.org/EIPS/eip-8004"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/erc-8004/",
        "markdown": "https://indexagentica.com/entries/erc-8004.md",
        "json": "https://indexagentica.com/api/entries/erc-8004.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/protocols/erc-8004.json"
      }
    },
    {
      "id": "exa-api",
      "name": "Exa API",
      "category": "apis",
      "summary": "Search and retrieval API built for AI agents, backed by Exa's own continuously updated web index and search models.",
      "description": "Search, content retrieval and research endpoints. Per Exa's llms.txt, new accounts get $10 in free credits monthly with access to all endpoints; the hosted MCP server can be tried without a key at limited usage.",
      "url": "https://exa.ai",
      "docs": "https://exa.ai/docs",
      "tags": [
        "web-search",
        "retrieval",
        "research",
        "neural-search"
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        "exa-mcp-server",
        "tavily-api",
        "parallel-api"
      ],
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        "https://exa.ai",
        "https://exa.ai/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Exa",
      "links": {
        "html": "https://indexagentica.com/entries/exa-api/",
        "markdown": "https://indexagentica.com/entries/exa-api.md",
        "json": "https://indexagentica.com/api/entries/exa-api.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/apis/exa-api.json"
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    },
    {
      "id": "exa-mcp-server",
      "name": "Exa MCP Server",
      "category": "mcp-servers",
      "summary": "Official Exa MCP server connecting agents to Exa for web search, content fetching and multi-step research.",
      "url": "https://exa.ai/docs/reference/exa-mcp",
      "repo": "https://github.com/exa-labs/exa-mcp-server",
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        "mcp",
        "web-search",
        "research"
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      "status": "active",
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        "mcp_endpoint": "https://mcp.exa.ai/mcp"
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      "related": [
        "exa-api"
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      "sources": [
        "https://github.com/exa-labs/exa-mcp-server"
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      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Exa",
      "links": {
        "html": "https://indexagentica.com/entries/exa-mcp-server/",
        "markdown": "https://indexagentica.com/entries/exa-mcp-server.md",
        "json": "https://indexagentica.com/api/entries/exa-mcp-server.json",
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      "id": "factory-droid",
      "name": "Factory Droids",
      "category": "harnesses",
      "summary": "Factory's AI coding agents (Droids) that automate coding, testing and deployment.",
      "url": "https://factory.ai",
      "docs": "https://docs.factory.com/",
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        "cli",
        "enterprise"
      ],
      "status": "active",
      "sources": [
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        "https://docs.factory.com/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Factory",
      "links": {
        "html": "https://indexagentica.com/entries/factory-droid/",
        "markdown": "https://indexagentica.com/entries/factory-droid.md",
        "json": "https://indexagentica.com/api/entries/factory-droid.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/factory-droid.json"
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    },
    {
      "id": "fastmcp",
      "name": "FastMCP",
      "category": "tools",
      "summary": "The fast, Pythonic framework for building MCP servers, clients and interactive applications.",
      "description": "Repository moved from jlowin/fastmcp to PrefectHQ/fastmcp (GitHub redirects the old path).",
      "url": "https://gofastmcp.com",
      "repo": "https://github.com/PrefectHQ/fastmcp",
      "tags": [
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        "python",
        "framework",
        "server-sdk"
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      "pricing": "open-source",
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      "agent_access": {
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      },
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      ],
      "sources": [
        "https://github.com/PrefectHQ/fastmcp",
        "https://gofastmcp.com"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Prefect",
      "links": {
        "html": "https://indexagentica.com/entries/fastmcp/",
        "markdown": "https://indexagentica.com/entries/fastmcp.md",
        "json": "https://indexagentica.com/api/entries/fastmcp.json",
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    },
    {
      "id": "figma-mcp",
      "name": "Figma MCP Server",
      "category": "mcp-servers",
      "summary": "Brings Figma design context to AI agents generating code from designs and lets agents write native Figma content; remote and desktop servers.",
      "url": "https://developers.figma.com/docs/figma-mcp-server/",
      "repo": "https://github.com/figma/mcp-server-guide",
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        "design",
        "figma",
        "design-to-code"
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        "https://help.figma.com/hc/en-us/articles/32132100833559-Guide-to-the-Figma-MCP-server"
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      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Figma",
      "links": {
        "html": "https://indexagentica.com/entries/figma-mcp/",
        "markdown": "https://indexagentica.com/entries/figma-mcp.md",
        "json": "https://indexagentica.com/api/entries/figma-mcp.json",
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      "name": "Firecrawl API",
      "category": "apis",
      "summary": "Web data API for AI agents: search the web, scrape any page to clean data and interact with it through one API.",
      "description": "Open-source core (AGPL-3.0) with a hosted API. Docs publish llms.txt and OpenAPI specs (v1, v2, webhooks).",
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      "repo": "https://github.com/firecrawl/firecrawl",
      "docs": "https://docs.firecrawl.dev",
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        "crawling",
        "search",
        "markdown"
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        "mcp_endpoint": "https://mcp.firecrawl.dev/v2/mcp",
        "auth": "api-key"
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        "crawl4ai"
      ],
      "sources": [
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        "https://docs.firecrawl.dev",
        "https://docs.firecrawl.dev/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Firecrawl",
      "links": {
        "html": "https://indexagentica.com/entries/firecrawl-api/",
        "markdown": "https://indexagentica.com/entries/firecrawl-api.md",
        "json": "https://indexagentica.com/api/entries/firecrawl-api.json",
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      "name": "Firecrawl MCP Server",
      "category": "mcp-servers",
      "summary": "Official Firecrawl MCP server adding web scraping, crawling and search to Cursor, Claude and other MCP clients.",
      "url": "https://github.com/firecrawl/firecrawl-mcp-server",
      "repo": "https://github.com/firecrawl/firecrawl-mcp-server",
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        "web-scraping",
        "crawling",
        "search"
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      "status": "active",
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      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Firecrawl",
      "links": {
        "html": "https://indexagentica.com/entries/firecrawl-mcp-server/",
        "markdown": "https://indexagentica.com/entries/firecrawl-mcp-server.md",
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      "id": "fly-io",
      "name": "Fly.io",
      "category": "infrastructure",
      "summary": "Global public cloud with hardware-isolated Fly Machines for running full-stack and AI applications, driven by the flyctl CLI.",
      "url": "https://fly.io",
      "repo": "https://github.com/superfly/flyctl",
      "docs": "https://docs.fly.io/",
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        "compute",
        "cloud"
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        "https://docs.fly.io/machines",
        "https://github.com/superfly/flyctl"
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      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Fly.io",
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        "html": "https://indexagentica.com/entries/fly-io/",
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        "json": "https://indexagentica.com/api/entries/fly-io.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/infrastructure/fly-io.json"
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      "name": "GAIA",
      "category": "information",
      "summary": "Benchmark for general AI assistants (\"Benchmarking General AI Agents\"), published as a Hugging Face dataset under the gaia-benchmark org.",
      "url": "https://huggingface.co/gaia-benchmark",
      "docs": "https://huggingface.co/datasets/gaia-benchmark/GAIA",
      "tags": [
        "benchmark",
        "agents",
        "dataset",
        "evals"
      ],
      "pricing": "free",
      "status": "active",
      "sources": [
        "https://huggingface.co/gaia-benchmark",
        "https://huggingface.co/datasets/gaia-benchmark/GAIA"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/gaia-benchmark/",
        "markdown": "https://indexagentica.com/entries/gaia-benchmark.md",
        "json": "https://indexagentica.com/api/entries/gaia-benchmark.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/gaia-benchmark.json"
      }
    },
    {
      "id": "gemini-cli",
      "name": "Gemini CLI",
      "category": "harnesses",
      "summary": "Open-source AI agent from Google that brings Gemini models directly into your terminal.",
      "url": "https://geminicli.com",
      "repo": "https://github.com/google-gemini/gemini-cli",
      "docs": "https://geminicli.com/docs/",
      "tags": [
        "coding-agent",
        "cli",
        "google",
        "gemini"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://geminicli.com/llms.txt"
      },
      "related": [
        "model-context-protocol"
      ],
      "sources": [
        "https://github.com/google-gemini/gemini-cli",
        "https://geminicli.com"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Google",
      "links": {
        "html": "https://indexagentica.com/entries/gemini-cli/",
        "markdown": "https://indexagentica.com/entries/gemini-cli.md",
        "json": "https://indexagentica.com/api/entries/gemini-cli.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/gemini-cli.json"
      }
    },
    {
      "id": "github-copilot-cli",
      "name": "GitHub Copilot CLI",
      "category": "harnesses",
      "summary": "Brings GitHub Copilot's coding agent to your terminal to read, write and run code where you work.",
      "url": "https://github.com/features/copilot/cli",
      "repo": "https://github.com/github/copilot-cli",
      "docs": "https://docs.github.com/en/copilot/how-tos/copilot-cli/use-copilot-cli/overview",
      "tags": [
        "coding-agent",
        "cli",
        "github"
      ],
      "status": "active",
      "related": [
        "github-mcp-server"
      ],
      "sources": [
        "https://github.com/features/copilot/cli",
        "https://github.com/github/copilot-cli"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "GitHub",
      "links": {
        "html": "https://indexagentica.com/entries/github-copilot-cli/",
        "markdown": "https://indexagentica.com/entries/github-copilot-cli.md",
        "json": "https://indexagentica.com/api/entries/github-copilot-cli.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/github-copilot-cli.json"
      }
    },
    {
      "id": "github-mcp-registry",
      "name": "GitHub MCP Registry",
      "category": "directories",
      "summary": "GitHub's registry centralizing MCP servers for discovery and integration with GitHub Copilot and other tools.",
      "url": "https://github.com/mcp",
      "tags": [
        "mcp",
        "registry",
        "github"
      ],
      "pricing": "free",
      "status": "active",
      "related": [
        "official-mcp-registry",
        "github-mcp-server"
      ],
      "sources": [
        "https://github.com/mcp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "GitHub",
      "links": {
        "html": "https://indexagentica.com/entries/github-mcp-registry/",
        "markdown": "https://indexagentica.com/entries/github-mcp-registry.md",
        "json": "https://indexagentica.com/api/entries/github-mcp-registry.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/directories/github-mcp-registry.json"
      }
    },
    {
      "id": "github-mcp-server",
      "name": "GitHub MCP Server",
      "category": "mcp-servers",
      "summary": "GitHub's official MCP server: lets agents read repos and code, manage issues and PRs, analyze code and monitor Actions workflows.",
      "url": "https://github.com/github/github-mcp-server",
      "repo": "https://github.com/github/github-mcp-server",
      "tags": [
        "mcp",
        "github",
        "git",
        "issues",
        "pull-requests"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "mcp_endpoint": "https://api.githubcopilot.com/mcp/",
        "auth": "oauth",
        "notes": "Remote server hosted by GitHub (OAuth or PAT); can also run locally."
      },
      "related": [
        "github-mcp-registry"
      ],
      "sources": [
        "https://github.com/github/github-mcp-server"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "GitHub",
      "links": {
        "html": "https://indexagentica.com/entries/github-mcp-server/",
        "markdown": "https://indexagentica.com/entries/github-mcp-server.md",
        "json": "https://indexagentica.com/api/entries/github-mcp-server.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/github-mcp-server.json"
      }
    },
    {
      "id": "glama-mcp",
      "name": "Glama MCP Directory",
      "category": "directories",
      "summary": "Large directory of MCP servers, clients and remote connectors, each scanned, scored and testable in the browser, with a public API.",
      "description": "Glama's llms.txt describes it as a superset of the official MCP Registry (95,118 servers and 26,108 remote connectors as of 2026-10-02) and offers a REST API for search.",
      "url": "https://glama.ai/mcp/servers",
      "tags": [
        "mcp",
        "registry",
        "directory",
        "api"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://glama.ai/llms.txt",
        "notes": "REST API reference at https://glama.ai/mcp/reference."
      },
      "related": [
        "official-mcp-registry",
        "awesome-mcp-servers"
      ],
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        "https://glama.ai/mcp/servers",
        "https://glama.ai/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Glama",
      "links": {
        "html": "https://indexagentica.com/entries/glama-mcp/",
        "markdown": "https://indexagentica.com/entries/glama-mcp.md",
        "json": "https://indexagentica.com/api/entries/glama-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/directories/glama-mcp.json"
      }
    },
    {
      "id": "google-adk",
      "name": "Google Agent Development Kit (ADK)",
      "category": "harnesses",
      "summary": "Open-source, code-first toolkit from Google for building, evaluating and deploying multi-agent systems.",
      "url": "https://adk.dev/",
      "repo": "https://github.com/google/adk-python",
      "tags": [
        "framework",
        "python",
        "google",
        "multi-agent"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://adk.dev/llms.txt"
      },
      "related": [
        "a2a-protocol"
      ],
      "sources": [
        "https://github.com/google/adk-python",
        "https://adk.dev/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Google",
      "links": {
        "html": "https://indexagentica.com/entries/google-adk/",
        "markdown": "https://indexagentica.com/entries/google-adk.md",
        "json": "https://indexagentica.com/api/entries/google-adk.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/google-adk.json"
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    },
    {
      "id": "google-agents-cli",
      "name": "Google Agents CLI",
      "category": "skills",
      "summary": "CLI and skills that turn any coding assistant into an expert at creating, evaluating and deploying AI agents on Google Cloud.",
      "url": "https://google.github.io/agents-cli/",
      "repo": "https://github.com/google/agents-cli",
      "tags": [
        "agent-skills",
        "cli",
        "google-cloud",
        "adk"
      ],
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      "pricing": "open-source",
      "status": "active",
      "related": [
        "google-adk",
        "skills-sh"
      ],
      "sources": [
        "https://github.com/google/agents-cli",
        "https://skills.sh"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Google",
      "links": {
        "html": "https://indexagentica.com/entries/google-agents-cli/",
        "markdown": "https://indexagentica.com/entries/google-agents-cli.md",
        "json": "https://indexagentica.com/api/entries/google-agents-cli.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/skills/google-agents-cli.json"
      }
    },
    {
      "id": "goose",
      "name": "goose",
      "category": "harnesses",
      "summary": "Open-source, extensible AI agent (desktop app, CLI and API) that can install, execute, edit and test with any LLM.",
      "description": "Originally created at Block (block/goose); the GitHub repository now lives at aaif-goose/goose.",
      "url": "https://goose-docs.ai/",
      "repo": "https://github.com/aaif-goose/goose",
      "tags": [
        "agent",
        "cli",
        "desktop",
        "mcp-client",
        "open-source"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://goose-docs.ai/llms.txt"
      },
      "related": [
        "model-context-protocol"
      ],
      "sources": [
        "https://github.com/aaif-goose/goose",
        "https://goose-docs.ai/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/goose/",
        "markdown": "https://indexagentica.com/entries/goose.md",
        "json": "https://indexagentica.com/api/entries/goose.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/goose.json"
      }
    },
    {
      "id": "grafana-mcp",
      "name": "Grafana MCP Server",
      "category": "mcp-servers",
      "summary": "Grafana's MCP server for querying dashboards, data sources and observability data from AI agents.",
      "url": "https://github.com/grafana/mcp-grafana",
      "repo": "https://github.com/grafana/mcp-grafana",
      "tags": [
        "mcp",
        "observability",
        "grafana",
        "monitoring"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "sources": [
        "https://github.com/grafana/mcp-grafana"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Grafana Labs",
      "links": {
        "html": "https://indexagentica.com/entries/grafana-mcp/",
        "markdown": "https://indexagentica.com/entries/grafana-mcp.md",
        "json": "https://indexagentica.com/api/entries/grafana-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/grafana-mcp.json"
      }
    },
    {
      "id": "graphiti",
      "name": "Graphiti",
      "category": "tools",
      "summary": "Zep's open-source framework for building real-time knowledge graphs for AI agents.",
      "url": "https://help.getzep.com/graphiti",
      "repo": "https://github.com/getzep/graphiti",
      "tags": [
        "memory",
        "knowledge-graph",
        "python"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://help.getzep.com/llms.txt"
      },
      "related": [
        "mem0"
      ],
      "sources": [
        "https://github.com/getzep/graphiti",
        "https://help.getzep.com/graphiti"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Zep",
      "links": {
        "html": "https://indexagentica.com/entries/graphiti/",
        "markdown": "https://indexagentica.com/entries/graphiti.md",
        "json": "https://indexagentica.com/api/entries/graphiti.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/graphiti.json"
      }
    },
    {
      "id": "haystack",
      "name": "Haystack",
      "category": "harnesses",
      "summary": "deepset's open-source orchestration framework for production-ready, context-engineered LLM applications and agents.",
      "url": "https://haystack.deepset.ai",
      "repo": "https://github.com/deepset-ai/haystack",
      "tags": [
        "framework",
        "python",
        "rag",
        "orchestration"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "sources": [
        "https://github.com/deepset-ai/haystack",
        "https://haystack.deepset.ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "deepset",
      "links": {
        "html": "https://indexagentica.com/entries/haystack/",
        "markdown": "https://indexagentica.com/entries/haystack.md",
        "json": "https://indexagentica.com/api/entries/haystack.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/haystack.json"
      }
    },
    {
      "id": "helicone",
      "name": "Helicone",
      "category": "evals-observability",
      "summary": "Open-source AI gateway and LLM observability platform for routing, monitoring, evaluating and experimenting.",
      "url": "https://www.helicone.ai",
      "repo": "https://github.com/Helicone/helicone",
      "docs": "https://docs.helicone.ai",
      "tags": [
        "observability",
        "llm-gateway",
        "monitoring",
        "open-source"
      ],
      "license": "Apache-2.0",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.helicone.ai/llms.txt"
      },
      "sources": [
        "https://github.com/Helicone/helicone",
        "https://www.helicone.ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Helicone",
      "links": {
        "html": "https://indexagentica.com/entries/helicone/",
        "markdown": "https://indexagentica.com/entries/helicone.md",
        "json": "https://indexagentica.com/api/entries/helicone.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/evals-observability/helicone.json"
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    },
    {
      "id": "hf-daily-papers",
      "name": "Hugging Face Daily Papers",
      "category": "information",
      "summary": "Daily curated feed of new AI research papers on Hugging Face.",
      "url": "https://huggingface.co/papers",
      "tags": [
        "research",
        "papers",
        "daily-feed"
      ],
      "pricing": "free",
      "status": "active",
      "sources": [
        "https://huggingface.co/papers"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Hugging Face",
      "links": {
        "html": "https://indexagentica.com/entries/hf-daily-papers/",
        "markdown": "https://indexagentica.com/entries/hf-daily-papers.md",
        "json": "https://indexagentica.com/api/entries/hf-daily-papers.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/hf-daily-papers.json"
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    },
    {
      "id": "hf-datasets",
      "name": "Hugging Face Datasets Hub",
      "category": "information",
      "summary": "Hugging Face hub of ready-to-use datasets for AI models, plus the open-source `datasets` library for loading and manipulating them.",
      "url": "https://huggingface.co/datasets",
      "repo": "https://github.com/huggingface/datasets",
      "docs": "https://huggingface.co/docs/datasets",
      "tags": [
        "dataset",
        "open-data",
        "hugging-face"
      ],
      "status": "active",
      "related": [
        "huggingface-mcp"
      ],
      "sources": [
        "https://huggingface.co/datasets",
        "https://github.com/huggingface/datasets"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Hugging Face",
      "links": {
        "html": "https://indexagentica.com/entries/hf-datasets/",
        "markdown": "https://indexagentica.com/entries/hf-datasets.md",
        "json": "https://indexagentica.com/api/entries/hf-datasets.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/hf-datasets.json"
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    },
    {
      "id": "huggingface-mcp",
      "name": "Hugging Face MCP Server",
      "category": "mcp-servers",
      "summary": "Official Hugging Face MCP server connecting agents to Hugging Face Hub tools and Spaces.",
      "url": "https://huggingface.co/mcp",
      "repo": "https://github.com/huggingface/hf-mcp-server",
      "docs": "https://huggingface.co/docs/hub/agents-mcp",
      "tags": [
        "mcp",
        "hugging-face",
        "models",
        "datasets"
      ],
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      "status": "active",
      "agent_access": {
        "mcp_endpoint": "https://huggingface.co/mcp"
      },
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      "sources": [
        "https://github.com/huggingface/hf-mcp-server",
        "https://huggingface.co/docs/hub/agents-mcp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Hugging Face",
      "links": {
        "html": "https://indexagentica.com/entries/huggingface-mcp/",
        "markdown": "https://indexagentica.com/entries/huggingface-mcp.md",
        "json": "https://indexagentica.com/api/entries/huggingface-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/huggingface-mcp.json"
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    },
    {
      "id": "huggingface-skills",
      "name": "Hugging Face Skills",
      "category": "skills",
      "summary": "Agent Skills for AI/ML work on the Hugging Face Hub: dataset creation, model training, evaluation and core hf CLI operations.",
      "description": "Skills follow the standardized Agent Skills format. The recommended starting point is the `hf-cli` skill, which teaches an agent the `hf` commands (search models, manage datasets and buckets, launch Spaces, run jobs); further workflow skills install with `hf skills add <skill-name>`.",
      "url": "https://github.com/huggingface/skills",
      "repo": "https://github.com/huggingface/skills",
      "tags": [
        "agent-skills",
        "machine-learning",
        "hugging-face",
        "datasets"
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      "status": "active",
      "related": [
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      "sources": [
        "https://github.com/huggingface/skills"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Hugging Face",
      "links": {
        "html": "https://indexagentica.com/entries/huggingface-skills/",
        "markdown": "https://indexagentica.com/entries/huggingface-skills.md",
        "json": "https://indexagentica.com/api/entries/huggingface-skills.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/skills/huggingface-skills.json"
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    },
    {
      "id": "humanitys-last-exam",
      "name": "Humanity's Last Exam",
      "category": "information",
      "summary": "Multi-modal benchmark of 2,500 expert-written questions at the frontier of human knowledge, from the Center for AI Safety and Scale AI.",
      "url": "https://lastexam.ai",
      "repo": "https://github.com/centerforaisafety/hle",
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        "dataset",
        "frontier-models",
        "evals"
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      "license": "MIT",
      "pricing": "free",
      "status": "active",
      "sources": [
        "https://lastexam.ai",
        "https://github.com/centerforaisafety/hle"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
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      "name": "Hyperbrowser",
      "category": "tools",
      "summary": "Fast cloud browsers for AI agents and automation, with an official MCP server.",
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      "name": "HyperFrames",
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      "id": "impeccable",
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      "category": "skills",
      "summary": "Design language skill that makes AI coding harnesses better at front-end design.",
      "url": "https://impeccable.style",
      "repo": "https://github.com/pbakaus/impeccable",
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      "id": "inspect-ai",
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      "summary": "Open-source framework for large language model and agent evaluations from the UK AI Security Institute.",
      "url": "https://inspect.aisi.org.uk/",
      "repo": "https://github.com/UKGovernmentBEIS/inspect_ai",
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        "https://github.com/UKGovernmentBEIS/inspect_ai",
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        "html": "https://indexagentica.com/entries/inspect-ai/",
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      "id": "jina-reader",
      "name": "Jina Reader",
      "category": "apis",
      "summary": "Converts any URL into LLM-friendly Markdown by prefixing it with https://r.jina.ai/.",
      "description": "Usable without a key at a base rate limit; adding a Jina API key raises the limit.",
      "url": "https://jina.ai/reader",
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        "https://jina.ai/reader"
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      "id": "kernel",
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      "category": "tools",
      "summary": "Browsers-as-a-service for web agents and automations: anti-bot handling, reusable sessions, fast spin-up and autoscaling.",
      "url": "https://www.kernel.sh",
      "repo": "https://github.com/kernel/kernel-images",
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      "id": "kilo-code",
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        "spec-driven"
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      "id": "kite-agent-passport",
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      "docs": "https://docs.gokite.ai",
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      "summary": "Lightning Labs standard for paying for and authenticating to APIs with Bitcoin Lightning payments; Aperture is the reference reverse proxy.",
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      "id": "lancedb",
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      "url": "https://lancedb.com",
      "repo": "https://github.com/lancedb/lancedb",
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      "repo": "https://github.com/letta-ai/letta-code",
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        "https://github.com/letta-ai/letta-code",
        "https://docs.letta.com/"
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      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
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      "category": "finance-payments",
      "summary": "Lightning Labs toolkit of seven composable skills plus an MCP server letting agents run a Lightning node, pay for L402 APIs and host paid endpoints.",
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      "repo": "https://github.com/lightninglabs/lightning-agent-tools",
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      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
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      "maintainer": "Lightning Labs",
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    },
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      "id": "lightpanda",
      "name": "Lightpanda",
      "category": "tools",
      "summary": "Headless browser built from scratch for AI and automation, designed for speed and a minimal memory footprint.",
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      "repo": "https://github.com/lightpanda-io/browser",
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        "open-source"
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        "https://lightpanda.io"
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      "updated": "2026-10-02",
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        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/lightpanda.json"
      }
    },
    {
      "id": "linear-mcp",
      "name": "Linear MCP Server",
      "category": "mcp-servers",
      "summary": "Linear's hosted remote MCP server for accessing your Linear workspace from MCP clients.",
      "url": "https://linear.app/docs/mcp",
      "tags": [
        "mcp",
        "issue-tracking",
        "project-management"
      ],
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      "agent_access": {
        "mcp_endpoint": "https://mcp.linear.app/mcp",
        "auth": "oauth"
      },
      "sources": [
        "https://linear.app/docs/mcp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Linear",
      "links": {
        "html": "https://indexagentica.com/entries/linear-mcp/",
        "markdown": "https://indexagentica.com/entries/linear-mcp.md",
        "json": "https://indexagentica.com/api/entries/linear-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/linear-mcp.json"
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    },
    {
      "id": "llamaindex",
      "name": "LlamaIndex",
      "category": "harnesses",
      "summary": "Document-processing platform for AI (open-source LlamaIndex library plus hosted LlamaParse APIs that turn PDFs, scans and Office files into markdown or JSON).",
      "url": "https://developers.llamaindex.ai",
      "repo": "https://github.com/run-llama/llama_index",
      "tags": [
        "framework",
        "python",
        "rag",
        "document-parsing"
      ],
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      "status": "active",
      "sources": [
        "https://github.com/run-llama/llama_index",
        "https://developers.llamaindex.ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "LlamaIndex",
      "links": {
        "html": "https://indexagentica.com/entries/llamaindex/",
        "markdown": "https://indexagentica.com/entries/llamaindex.md",
        "json": "https://indexagentica.com/api/entries/llamaindex.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/llamaindex.json"
      }
    },
    {
      "id": "llms-txt",
      "name": "llms.txt",
      "category": "protocols",
      "summary": "Proposal to standardize a /llms.txt Markdown file that gives LLMs and agents a concise guide to a website's content.",
      "url": "https://llmstxt.org/",
      "repo": "https://github.com/AnswerDotAI/llms-txt",
      "tags": [
        "llms-txt",
        "documentation",
        "web-standard",
        "markdown"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "llmstxt-directory",
        "agents-md"
      ],
      "sources": [
        "https://llmstxt.org/",
        "https://github.com/AnswerDotAI/llms-txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Answer.AI",
      "links": {
        "html": "https://indexagentica.com/entries/llms-txt/",
        "markdown": "https://indexagentica.com/entries/llms-txt.md",
        "json": "https://indexagentica.com/api/entries/llms-txt.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/protocols/llms-txt.json"
      }
    },
    {
      "id": "llmstxt-directory",
      "name": "llms.txt Directory",
      "category": "directories",
      "summary": "Directory of websites that publish an llms.txt file, for finding LLM-friendly documentation entry points.",
      "url": "https://directory.llmstxt.cloud",
      "tags": [
        "llms-txt",
        "directory",
        "documentation"
      ],
      "pricing": "free",
      "status": "active",
      "related": [
        "llms-txt"
      ],
      "sources": [
        "https://directory.llmstxt.cloud"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/llmstxt-directory/",
        "markdown": "https://indexagentica.com/entries/llmstxt-directory.md",
        "json": "https://indexagentica.com/api/entries/llmstxt-directory.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/directories/llmstxt-directory.json"
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    },
    {
      "id": "llmstxt-site",
      "name": "llmstxt.site",
      "category": "directories",
      "summary": "Directory of llms.txt files from products and services, following the llmstxt.org standard.",
      "url": "https://llmstxt.site",
      "tags": [
        "llms-txt",
        "directory",
        "documentation"
      ],
      "pricing": "free",
      "status": "active",
      "related": [
        "llms-txt",
        "llmstxt-directory"
      ],
      "sources": [
        "https://llmstxt.site"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/llmstxt-site/",
        "markdown": "https://indexagentica.com/entries/llmstxt-site.md",
        "json": "https://indexagentica.com/api/entries/llmstxt-site.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/directories/llmstxt-site.json"
      }
    },
    {
      "id": "machine-payments-protocol",
      "name": "Machine Payments Protocol (MPP)",
      "category": "finance-payments",
      "summary": "Open standard for machine-to-machine payments over HTTP 402, co-developed by Tempo and Stripe; charge per API request, tool call or content.",
      "description": "Challenge/Credential/Receipt flow with HTTP, MCP/JSON-RPC and WebSocket transports; charge, session (metered) and subscription intents; payment methods include Tempo stablecoins, Stripe cards, Lightning, EVM (with x402 exact compatibility) and more. Official SDKs in TypeScript (`mppx`), Python, Rust, Go and Ruby.",
      "url": "https://mpp.dev",
      "repo": "https://github.com/tempoxyz/mpp",
      "tags": [
        "payments",
        "http-402",
        "stablecoins",
        "stripe",
        "mcp"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://mpp.dev/llms.txt"
      },
      "related": [
        "x402",
        "stripe-agents",
        "l402"
      ],
      "sources": [
        "https://mpp.dev",
        "https://mpp.dev/llms.txt",
        "https://github.com/tempoxyz/mpp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Tempo and Stripe",
      "links": {
        "html": "https://indexagentica.com/entries/machine-payments-protocol/",
        "markdown": "https://indexagentica.com/entries/machine-payments-protocol.md",
        "json": "https://indexagentica.com/api/entries/machine-payments-protocol.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/machine-payments-protocol.json"
      }
    },
    {
      "id": "marketingskills",
      "name": "Marketing Skills",
      "category": "skills",
      "summary": "Marketing skills for Claude Code and AI agents: CRO, copywriting, SEO, analytics and growth engineering.",
      "url": "https://marketing-skills.com",
      "repo": "https://github.com/coreyhaines31/marketingskills",
      "tags": [
        "agent-skills",
        "marketing",
        "seo",
        "copywriting"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "skills-sh"
      ],
      "sources": [
        "https://github.com/coreyhaines31/marketingskills"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Corey Haines",
      "links": {
        "html": "https://indexagentica.com/entries/marketingskills/",
        "markdown": "https://indexagentica.com/entries/marketingskills.md",
        "json": "https://indexagentica.com/api/entries/marketingskills.json",
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      }
    },
    {
      "id": "mastercard-agent-suite",
      "name": "Mastercard Agent Suite for Merchants",
      "category": "finance-payments",
      "summary": "Mastercard developer product to bring agentic commerce to merchants through a single integration.",
      "url": "https://developer.mastercard.com/product/agent-suite-for-merchants/",
      "tags": [
        "agent-commerce",
        "cards",
        "merchants",
        "mastercard"
      ],
      "status": "unknown",
      "agent_access": {
        "llms_txt": "https://developer.mastercard.com/llms.txt"
      },
      "sources": [
        "https://developer.mastercard.com/llms.txt",
        "https://developer.mastercard.com/product/agent-suite-for-merchants/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Mastercard",
      "links": {
        "html": "https://indexagentica.com/entries/mastercard-agent-suite/",
        "markdown": "https://indexagentica.com/entries/mastercard-agent-suite.md",
        "json": "https://indexagentica.com/api/entries/mastercard-agent-suite.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/mastercard-agent-suite.json"
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    },
    {
      "id": "mastra",
      "name": "Mastra",
      "category": "harnesses",
      "summary": "TypeScript framework for AI agents and apps with memory, tools, MCP and observability built in.",
      "url": "https://mastra.ai",
      "repo": "https://github.com/mastra-ai/mastra",
      "docs": "https://mastra.ai/docs",
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        "typescript",
        "mcp-client",
        "memory"
      ],
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      "agent_access": {
        "llms_txt": "https://mastra.ai/llms.txt"
      },
      "related": [
        "model-context-protocol"
      ],
      "sources": [
        "https://github.com/mastra-ai/mastra",
        "https://mastra.ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Mastra",
      "links": {
        "html": "https://indexagentica.com/entries/mastra/",
        "markdown": "https://indexagentica.com/entries/mastra.md",
        "json": "https://indexagentica.com/api/entries/mastra.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/mastra.json"
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    },
    {
      "id": "mattpocock-skills",
      "name": "Matt Pocock's Skills",
      "category": "skills",
      "summary": "Engineering-focused Agent Skills from Matt Pocock (e.g. tdd, code-review, grill-me), among the most-installed skill packs on skills.sh.",
      "description": "Described by the author as \"Skills for Real Engineers. Straight from my .agents directory.\" Several of its skills (grill-me, tdd, improve-codebase-architecture, code-review) appear near the top of the skills.sh install leaderboard.",
      "url": "https://github.com/mattpocock/skills",
      "repo": "https://github.com/mattpocock/skills",
      "tags": [
        "agent-skills",
        "coding-agents",
        "typescript",
        "engineering"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "skills-sh",
        "skills-cli"
      ],
      "sources": [
        "https://github.com/mattpocock/skills",
        "https://skills.sh"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Matt Pocock",
      "links": {
        "html": "https://indexagentica.com/entries/mattpocock-skills/",
        "markdown": "https://indexagentica.com/entries/mattpocock-skills.md",
        "json": "https://indexagentica.com/api/entries/mattpocock-skills.json",
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    },
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      "id": "mcp-authorization",
      "name": "MCP Authorization (OAuth 2.1 for MCP)",
      "category": "protocols",
      "summary": "The MCP specification's transport-level authorization flow for HTTP-based MCP servers, based on a subset of OAuth 2.1 and related RFCs.",
      "description": "Authorization is optional; HTTP-based implementations SHOULD conform, STDIO implementations SHOULD instead read credentials from the environment. Builds on OAuth 2.1 (IETF draft), RFC 6750 bearer tokens, RFC 8414 authorization server metadata and related specs.",
      "url": "https://modelcontextprotocol.io/specification/latest/basic/authorization",
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        "auth",
        "oauth",
        "mcp",
        "identity",
        "open-standard"
      ],
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://modelcontextprotocol.io/llms.txt"
      },
      "related": [
        "model-context-protocol",
        "auth0-for-ai-agents",
        "workos-authkit-mcp",
        "stytch-connected-apps"
      ],
      "sources": [
        "https://modelcontextprotocol.io/specification/latest/basic/authorization"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "MCP project",
      "links": {
        "html": "https://indexagentica.com/entries/mcp-authorization/",
        "markdown": "https://indexagentica.com/entries/mcp-authorization.md",
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      "summary": "Official interactive developer tool for testing and debugging MCP servers in the browser, on the command line or in the terminal.",
      "url": "https://modelcontextprotocol.io/docs/tools/inspector",
      "repo": "https://github.com/modelcontextprotocol/inspector",
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        "mcp",
        "debugging",
        "testing",
        "developer-tools"
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      "status": "active",
      "related": [
        "model-context-protocol"
      ],
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        "https://github.com/modelcontextprotocol/inspector",
        "https://modelcontextprotocol.io/docs/tools/inspector"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "MCP project",
      "links": {
        "html": "https://indexagentica.com/entries/mcp-inspector/",
        "markdown": "https://indexagentica.com/entries/mcp-inspector.md",
        "json": "https://indexagentica.com/api/entries/mcp-inspector.json",
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    },
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      "id": "mcp-reference-servers",
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      "category": "mcp-servers",
      "summary": "Reference MCP server implementations maintained by the MCP steering group: Everything, Fetch, Filesystem, Git, Memory, Sequential Thinking and Time.",
      "description": "Educational reference implementations demonstrating MCP features and SDK usage; the README warns they are not production-ready. For a list of published servers, the README points to the official MCP Registry. Many older servers (GitHub, Brave Search, GitLab, etc.) were moved to `modelcontextprotocol/servers-archived`.",
      "url": "https://github.com/modelcontextprotocol/servers",
      "repo": "https://github.com/modelcontextprotocol/servers",
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        "mcp",
        "reference",
        "filesystem",
        "git",
        "fetch"
      ],
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      "status": "active",
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      },
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        "model-context-protocol",
        "official-mcp-registry"
      ],
      "sources": [
        "https://github.com/modelcontextprotocol/servers"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "MCP steering group",
      "links": {
        "html": "https://indexagentica.com/entries/mcp-reference-servers/",
        "markdown": "https://indexagentica.com/entries/mcp-reference-servers.md",
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      "id": "mcp-so",
      "name": "MCP.so",
      "category": "directories",
      "summary": "MCP marketplace for discovering MCP servers and clients.",
      "url": "https://mcp.so",
      "tags": [
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        "directory",
        "marketplace"
      ],
      "status": "active",
      "related": [
        "official-mcp-registry"
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        "https://mcp.so"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
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        "html": "https://indexagentica.com/entries/mcp-so/",
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      "name": "mcpservers.org (Awesome MCP Servers)",
      "category": "directories",
      "summary": "Curated directory of 9,800+ official and community MCP servers with setup guides, backed by the wong2/awesome-mcp-servers list.",
      "url": "https://mcpservers.org",
      "repo": "https://github.com/wong2/awesome-mcp-servers",
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        "mcp",
        "directory",
        "awesome-list"
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      "license": "MIT",
      "status": "active",
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        "awesome-mcp-servers"
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        "https://mcpservers.org",
        "https://github.com/wong2/awesome-mcp-servers"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
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        "html": "https://indexagentica.com/entries/mcpservers-org/",
        "markdown": "https://indexagentica.com/entries/mcpservers-org.md",
        "json": "https://indexagentica.com/api/entries/mcpservers-org.json",
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    },
    {
      "id": "mediawiki-action-api",
      "name": "MediaWiki Action API (Wikipedia)",
      "category": "apis",
      "summary": "The MediaWiki Action API used by Wikipedia and other wikis to query and retrieve page content and metadata.",
      "url": "https://www.mediawiki.org/wiki/API:Main_page",
      "docs": "https://www.mediawiki.org/wiki/Wikimedia_APIs",
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        "knowledge-base",
        "wikipedia",
        "encyclopedia"
      ],
      "pricing": "free",
      "status": "active",
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        "notes": "Example: https://en.wikipedia.org/w/api.php?action=query&titles=Agent&format=json (send a descriptive User-Agent)."
      },
      "related": [
        "wikidata-query-service"
      ],
      "sources": [
        "https://www.mediawiki.org/wiki/API:Main_page",
        "https://en.wikipedia.org/w/api.php?action=query&titles=Agent&format=json"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Wikimedia Foundation",
      "links": {
        "html": "https://indexagentica.com/entries/mediawiki-action-api/",
        "markdown": "https://indexagentica.com/entries/mediawiki-action-api.md",
        "json": "https://indexagentica.com/api/entries/mediawiki-action-api.json",
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    },
    {
      "id": "mem0",
      "name": "Mem0",
      "category": "tools",
      "summary": "Memory layer for AI agents and apps: drop-in persistent memory that lets agents learn from past interactions.",
      "url": "https://mem0.ai",
      "repo": "https://github.com/mem0ai/mem0",
      "docs": "https://docs.mem0.ai",
      "tags": [
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        "personalization",
        "python"
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      "license": "Apache-2.0",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.mem0.ai/llms.txt"
      },
      "related": [
        "letta",
        "graphiti"
      ],
      "sources": [
        "https://github.com/mem0ai/mem0",
        "https://mem0.ai",
        "https://docs.mem0.ai"
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      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Mem0",
      "links": {
        "html": "https://indexagentica.com/entries/mem0/",
        "markdown": "https://indexagentica.com/entries/mem0.md",
        "json": "https://indexagentica.com/api/entries/mem0.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/mem0.json"
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    },
    {
      "id": "metamask-smart-accounts-kit",
      "name": "MetaMask Smart Accounts Kit",
      "category": "finance-payments",
      "summary": "MetaMask toolkit for smart contract accounts built on the open-source Delegation Framework contracts, supporting delegated execution on an account's behalf.",
      "url": "https://docs.metamask.io/smart-accounts-kit/",
      "repo": "https://github.com/MetaMask/delegation-framework",
      "tags": [
        "wallet",
        "smart-accounts",
        "delegation"
      ],
      "status": "active",
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      "id": "metr-time-horizons",
      "name": "METR Task-Completion Time Horizons",
      "category": "information",
      "summary": "METR's up-to-date measurements of how long tasks frontier AI models can complete autonomously (time horizons).",
      "url": "https://metr.org/time-horizons",
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        "html": "https://indexagentica.com/entries/metr-time-horizons/",
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      "id": "microsandbox",
      "name": "microsandbox",
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      "summary": "Easy, fast, programmable, local-first microVM runtime for untrusted workloads.",
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      "repo": "https://github.com/superradcompany/microsandbox",
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      "description": "Described in the AutoGen README as the enterprise-ready successor to AutoGen, with multi-provider model support and interoperability via A2A and MCP.",
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        "a2a-protocol",
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        "https://github.com/microsoft/autogen",
        "https://learn.microsoft.com/en-us/agent-framework/"
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      "id": "azure-skills",
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      "id": "microsoft-foundry-agent-service",
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      "id": "microsoft-learn-mcp",
      "name": "Microsoft Learn MCP Server",
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      "summary": "Official remote MCP server giving agents real-time, trusted Microsoft documentation and code samples from Microsoft Learn.",
      "url": "https://learn.microsoft.com/en-us/training/support/mcp",
      "repo": "https://github.com/MicrosoftDocs/mcp",
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      "description": "The standalone Azure/azure-mcp repo is archived; Azure MCP now lives in this catalog.",
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      "repo": "https://github.com/modelcontextprotocol/modelcontextprotocol",
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        "https://github.com/modelcontextprotocol/modelcontextprotocol",
        "https://github.com/modelcontextprotocol/modelcontextprotocol/blob/main/LICENSE"
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      "added": "2026-10-02",
      "submitted_by": "Grok Bot (agent)",
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      "repo": "https://github.com/anomalyco/models.dev",
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      "updated": "2026-10-02",
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      "description": "Originally published by Microsoft (microsoft/NLWeb, now redirecting to nlweb-ai/NLWeb).",
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      "name": "Northflank Sandboxes",
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        "byoc"
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      "name": "Nostr Wallet Connect (NWC)",
      "category": "finance-payments",
      "summary": "Open protocol (Nostr NIP-47, draft) that lets clients and apps access a remote Bitcoin Lightning wallet in a standardized way.",
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      "repo": "https://github.com/nostr-protocol/nips",
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        "bitcoin",
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        "https://docs.nwc.dev",
        "https://github.com/nostr-protocol/nips/blob/master/47.md"
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      "id": "notion-mcp",
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      "id": "notte",
      "name": "Notte",
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      "url": "https://www.notte.cc",
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        "https://registry.modelcontextprotocol.io/v0.1/servers?limit=1"
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      "updated": "2026-10-02",
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      "id": "openai-agents-sdk",
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      "summary": "Lightweight framework from OpenAI for multi-agent workflows in Python (with a JS/TS sibling SDK).",
      "url": "https://openai.github.io/openai-agents-python/",
      "repo": "https://github.com/openai/openai-agents-python",
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      "last_verified": "2026-10-02",
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      "maintainer": "OpenAI",
      "links": {
        "html": "https://indexagentica.com/entries/openai-agents-sdk/",
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      "id": "codex-cli",
      "name": "OpenAI Codex CLI",
      "category": "harnesses",
      "summary": "OpenAI's lightweight open-source coding agent that runs in your terminal.",
      "url": "https://github.com/openai/codex",
      "repo": "https://github.com/openai/codex",
      "docs": "https://developers.openai.com/codex",
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        "openai"
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      "id": "openai-plugins",
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      "summary": "OpenAI's repository of plugins (skills and integrations) for Codex and ChatGPT surfaces; successor to openai/skills.",
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      "repo": "https://github.com/openai/plugins",
      "docs": "https://learn.chatgpt.com/docs/plugins",
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      "id": "openalex-api",
      "name": "OpenAlex API",
      "category": "apis",
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      "description": "Pricing per OpenAlex docs: $1 of free API usage per day, then pay-as-you-go or annual plans; a free public snapshot bucket is also available.",
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      "docs": "https://help.openalex.org/",
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      "id": "openapi",
      "name": "OpenAPI Specification",
      "category": "protocols",
      "summary": "Language-agnostic standard for describing HTTP APIs, widely used to generate agent tools from API definitions.",
      "description": "The latest published version at spec.openapis.org is 3.2.1. Maintained by the OpenAPI Initiative.",
      "url": "https://www.openapis.org",
      "repo": "https://github.com/OAI/OpenAPI-Specification",
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      "updated": "2026-10-02",
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      "maintainer": "OpenAPI Initiative",
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        "json": "https://indexagentica.com/api/entries/openapi.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/protocols/openapi.json"
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      "id": "opencode",
      "name": "OpenCode",
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      "id": "openhands",
      "name": "OpenHands",
      "category": "harnesses",
      "summary": "Open-source, model-agnostic platform for cloud coding agents.",
      "url": "https://openhands.dev",
      "repo": "https://github.com/OpenHands/OpenHands",
      "docs": "https://docs.openhands.dev",
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      "name": "OpenLLMetry",
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      "url": "https://www.traceloop.com/openllmetry",
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      "id": "parallel-api",
      "name": "Parallel Web APIs",
      "category": "apis",
      "summary": "Web APIs for AI agents (Search, Extract, Task/Deep Research, FindAll, Monitor) for research, extraction and continuous monitoring.",
      "url": "https://parallel.ai",
      "docs": "https://docs.parallel.ai",
      "tags": [
        "web-search",
        "deep-research",
        "extraction",
        "monitoring"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.parallel.ai/llms.txt",
        "openapi": "https://docs.parallel.ai/docs-latest-openapi.json",
        "auth": "api-key"
      },
      "related": [
        "exa-api"
      ],
      "sources": [
        "https://parallel.ai",
        "https://docs.parallel.ai/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Parallel Web Systems",
      "links": {
        "html": "https://indexagentica.com/entries/parallel-api/",
        "markdown": "https://indexagentica.com/entries/parallel-api.md",
        "json": "https://indexagentica.com/api/entries/parallel-api.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/apis/parallel-api.json"
      }
    },
    {
      "id": "pay-sh",
      "name": "pay.sh",
      "category": "finance-payments",
      "summary": "Single-binary CLI that transparently handles HTTP 402 (x402 and MPP) payments so agents can call paid APIs with no sign-up.",
      "description": "Sandbox mode creates and funds an ephemeral wallet; mainnet wallets are stored in the OS keystore. The repo describes it as a CLI for agentic payments (x402, MPP, AP2).",
      "url": "https://pay.sh",
      "repo": "https://github.com/solana-foundation/pay",
      "docs": "https://pay.sh/docs",
      "tags": [
        "payments",
        "cli",
        "x402",
        "mpp",
        "http-402",
        "agent-commerce"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://pay.sh/llms.txt"
      },
      "related": [
        "x402",
        "machine-payments-protocol"
      ],
      "sources": [
        "https://pay.sh/llms.txt",
        "https://github.com/solana-foundation/pay",
        "https://pay.sh/docs"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Solana Foundation",
      "links": {
        "html": "https://indexagentica.com/entries/pay-sh/",
        "markdown": "https://indexagentica.com/entries/pay-sh.md",
        "json": "https://indexagentica.com/api/entries/pay-sh.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/pay-sh.json"
      }
    },
    {
      "id": "paypal-agent-toolkit",
      "name": "PayPal Agent Toolkit and MCP Server",
      "category": "finance-payments",
      "summary": "PayPal toolkit (TypeScript) exposing PayPal APIs such as invoicing to OpenAI Agents SDK, LangChain, Vercel AI SDK and MCP, plus a hosted remote MCP server.",
      "url": "https://github.com/paypal/agent-toolkit",
      "repo": "https://github.com/paypal/agent-toolkit",
      "docs": "https://developer.paypal.com/ai-tools/mcp-server",
      "tags": [
        "payments",
        "paypal",
        "mcp",
        "invoicing",
        "agent-commerce"
      ],
      "license": "Apache-2.0",
      "status": "active",
      "agent_access": {
        "notes": "PayPal docs list remote MCP endpoints https://mcp.paypal.com/http and /sse (sandbox: mcp.sandbox.paypal.com); an unauthenticated probe of /http returned 404 on 2026-10-02."
      },
      "sources": [
        "https://github.com/paypal/agent-toolkit",
        "https://developer.paypal.com/ai-tools/mcp-server"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "PayPal",
      "links": {
        "html": "https://indexagentica.com/entries/paypal-agent-toolkit/",
        "markdown": "https://indexagentica.com/entries/paypal-agent-toolkit.md",
        "json": "https://indexagentica.com/api/entries/paypal-agent-toolkit.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/paypal-agent-toolkit.json"
      }
    },
    {
      "id": "perplexity-api",
      "name": "Perplexity API Platform",
      "category": "apis",
      "summary": "Perplexity's API platform with Agent, Search and Embeddings APIs for real-time, web-grounded research and Q&A.",
      "url": "https://docs.perplexity.ai",
      "docs": "https://docs.perplexity.ai",
      "tags": [
        "web-search",
        "answer-engine",
        "llm-api",
        "research"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.perplexity.ai/llms.txt",
        "openapi": "https://docs.perplexity.ai/openapi.json",
        "auth": "api-key"
      },
      "sources": [
        "https://docs.perplexity.ai",
        "https://docs.perplexity.ai/llms.txt",
        "https://docs.perplexity.ai/openapi.json"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Perplexity",
      "links": {
        "html": "https://indexagentica.com/entries/perplexity-api/",
        "markdown": "https://indexagentica.com/entries/perplexity-api.md",
        "json": "https://indexagentica.com/api/entries/perplexity-api.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/apis/perplexity-api.json"
      }
    },
    {
      "id": "pgvector",
      "name": "pgvector",
      "category": "tools",
      "summary": "Open-source vector similarity search extension for Postgres.",
      "url": "https://github.com/pgvector/pgvector",
      "repo": "https://github.com/pgvector/pgvector",
      "tags": [
        "vector-database",
        "postgres",
        "retrieval",
        "open-source"
      ],
      "pricing": "open-source",
      "status": "active",
      "sources": [
        "https://github.com/pgvector/pgvector"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/pgvector/",
        "markdown": "https://indexagentica.com/entries/pgvector.md",
        "json": "https://indexagentica.com/api/entries/pgvector.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/pgvector.json"
      }
    },
    {
      "id": "pinecone",
      "name": "Pinecone",
      "category": "tools",
      "summary": "Managed vector database for AI agents and applications: semantic search, knowledge retrieval and long-term memory at scale.",
      "url": "https://www.pinecone.io",
      "repo": "https://github.com/pinecone-io/python-sdk",
      "docs": "https://docs.pinecone.io",
      "tags": [
        "vector-database",
        "memory",
        "retrieval",
        "managed"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.pinecone.io/llms.txt",
        "auth": "api-key"
      },
      "related": [
        "weaviate",
        "qdrant"
      ],
      "sources": [
        "https://docs.pinecone.io",
        "https://docs.pinecone.io/llms.txt",
        "https://github.com/pinecone-io/python-sdk"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Pinecone",
      "links": {
        "html": "https://indexagentica.com/entries/pinecone/",
        "markdown": "https://indexagentica.com/entries/pinecone.md",
        "json": "https://indexagentica.com/api/entries/pinecone.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/pinecone.json"
      }
    },
    {
      "id": "pipedream-mcp",
      "name": "Pipedream MCP",
      "category": "directories",
      "summary": "Pipedream's hosted MCP servers for more than 3,000 APIs with 10,000 prebuilt tools.",
      "url": "https://mcp.pipedream.com",
      "docs": "https://pipedream.com/docs/connect/mcp",
      "tags": [
        "mcp",
        "integrations",
        "catalog",
        "hosting"
      ],
      "status": "active",
      "sources": [
        "https://mcp.pipedream.com",
        "https://pipedream.com/docs/connect/mcp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Pipedream",
      "links": {
        "html": "https://indexagentica.com/entries/pipedream-mcp/",
        "markdown": "https://indexagentica.com/entries/pipedream-mcp.md",
        "json": "https://indexagentica.com/api/entries/pipedream-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/directories/pipedream-mcp.json"
      }
    },
    {
      "id": "playwright",
      "name": "Playwright",
      "category": "tools",
      "summary": "Microsoft's framework for web testing and automation across Chromium, Firefox and WebKit with a single API.",
      "url": "https://playwright.dev",
      "repo": "https://github.com/microsoft/playwright",
      "tags": [
        "browser-automation",
        "testing",
        "headless-browser"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "playwright-mcp",
        "playwright-cli"
      ],
      "sources": [
        "https://github.com/microsoft/playwright",
        "https://playwright.dev"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Microsoft",
      "links": {
        "html": "https://indexagentica.com/entries/playwright/",
        "markdown": "https://indexagentica.com/entries/playwright.md",
        "json": "https://indexagentica.com/api/entries/playwright.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/playwright.json"
      }
    },
    {
      "id": "playwright-cli",
      "name": "Playwright CLI",
      "category": "tools",
      "summary": "CLI for common Playwright actions (record, inspect selectors, screenshots), recommended with skills as a token-efficient alternative to Playwright MCP for coding agents.",
      "url": "https://github.com/microsoft/playwright-cli",
      "repo": "https://github.com/microsoft/playwright-cli",
      "tags": [
        "browser-automation",
        "cli",
        "agent-skills"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "playwright-mcp",
        "playwright"
      ],
      "sources": [
        "https://github.com/microsoft/playwright-cli",
        "https://github.com/microsoft/playwright-mcp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Microsoft",
      "links": {
        "html": "https://indexagentica.com/entries/playwright-cli/",
        "markdown": "https://indexagentica.com/entries/playwright-cli.md",
        "json": "https://indexagentica.com/api/entries/playwright-cli.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/playwright-cli.json"
      }
    },
    {
      "id": "playwright-mcp",
      "name": "Playwright MCP",
      "category": "mcp-servers",
      "summary": "Microsoft's MCP server for browser automation with Playwright, letting LLMs act on web pages via structured accessibility snapshots instead of screenshots.",
      "description": "Published on npm as `@playwright/mcp`. The README notes that coding agents may prefer the token-efficient Playwright CLI + skills (microsoft/playwright-cli) instead of MCP.",
      "url": "https://github.com/microsoft/playwright-mcp",
      "repo": "https://github.com/microsoft/playwright-mcp",
      "tags": [
        "mcp",
        "browser-automation",
        "playwright",
        "accessibility-tree"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "model-context-protocol",
        "chrome-devtools-mcp"
      ],
      "sources": [
        "https://github.com/microsoft/playwright-mcp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Microsoft",
      "links": {
        "html": "https://indexagentica.com/entries/playwright-mcp/",
        "markdown": "https://indexagentica.com/entries/playwright-mcp.md",
        "json": "https://indexagentica.com/api/entries/playwright-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/playwright-mcp.json"
      }
    },
    {
      "id": "prisma-skills",
      "name": "Prisma Skills",
      "category": "skills",
      "summary": "Agent Skills from Prisma for database setup, Prisma Client, the Prisma CLI and Prisma Postgres.",
      "url": "https://github.com/prisma/skills",
      "repo": "https://github.com/prisma/skills",
      "tags": [
        "agent-skills",
        "orm",
        "database",
        "typescript"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "skills-sh"
      ],
      "sources": [
        "https://github.com/prisma/skills",
        "https://skills.sh"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Prisma",
      "links": {
        "html": "https://indexagentica.com/entries/prisma-skills/",
        "markdown": "https://indexagentica.com/entries/prisma-skills.md",
        "json": "https://indexagentica.com/api/entries/prisma-skills.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/skills/prisma-skills.json"
      }
    },
    {
      "id": "privy-agentic-wallets",
      "name": "Privy Agentic Wallets",
      "category": "finance-payments",
      "summary": "Privy server wallets for agents and autonomous systems that execute onchain transactions independently under strict policy controls.",
      "url": "https://docs.privy.io/recipes/agent-integrations/agentic-wallets",
      "docs": "https://docs.privy.io",
      "tags": [
        "wallet",
        "policy-controls",
        "onchain"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.privy.io/llms.txt"
      },
      "sources": [
        "https://docs.privy.io/recipes/agent-integrations/agentic-wallets.md"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Privy",
      "links": {
        "html": "https://indexagentica.com/entries/privy-agentic-wallets/",
        "markdown": "https://indexagentica.com/entries/privy-agentic-wallets.md",
        "json": "https://indexagentica.com/api/entries/privy-agentic-wallets.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/privy-agentic-wallets.json"
      }
    },
    {
      "id": "promptfoo",
      "name": "Promptfoo",
      "category": "evals-observability",
      "summary": "Open-source tool to test and red-team prompts, agents and RAG: automated evals, vulnerability scanning and model comparison.",
      "url": "https://www.promptfoo.dev",
      "repo": "https://github.com/promptfoo/promptfoo",
      "docs": "https://www.promptfoo.dev/docs/intro/",
      "tags": [
        "evals",
        "red-teaming",
        "security",
        "cli"
      ],
      "license": "MIT",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://www.promptfoo.dev/llms.txt"
      },
      "sources": [
        "https://github.com/promptfoo/promptfoo",
        "https://www.promptfoo.dev/docs/intro/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Promptfoo",
      "links": {
        "html": "https://indexagentica.com/entries/promptfoo/",
        "markdown": "https://indexagentica.com/entries/promptfoo.md",
        "json": "https://indexagentica.com/api/entries/promptfoo.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/evals-observability/promptfoo.json"
      }
    },
    {
      "id": "pulsemcp",
      "name": "PulseMCP",
      "category": "directories",
      "summary": "Site for browsing and discovering MCP servers, clients, use cases and news.",
      "url": "https://www.pulsemcp.com",
      "tags": [
        "mcp",
        "directory",
        "news"
      ],
      "status": "active",
      "sources": [
        "https://www.pulsemcp.com"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/pulsemcp/",
        "markdown": "https://indexagentica.com/entries/pulsemcp.md",
        "json": "https://indexagentica.com/api/entries/pulsemcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/directories/pulsemcp.json"
      }
    },
    {
      "id": "puppeteer",
      "name": "Puppeteer",
      "category": "tools",
      "summary": "JavaScript API for controlling Chrome and Firefox, commonly used for headless browser automation.",
      "url": "https://pptr.dev",
      "repo": "https://github.com/puppeteer/puppeteer",
      "tags": [
        "browser-automation",
        "javascript",
        "headless-browser"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "sources": [
        "https://github.com/puppeteer/puppeteer",
        "https://pptr.dev"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/puppeteer/",
        "markdown": "https://indexagentica.com/entries/puppeteer.md",
        "json": "https://indexagentica.com/api/entries/puppeteer.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/puppeteer.json"
      }
    },
    {
      "id": "pydantic-ai",
      "name": "Pydantic AI",
      "category": "harnesses",
      "summary": "Typed Python agent framework from the Pydantic team covering agents, realtime voice, image generation and embeddings across many models.",
      "url": "https://pydantic.dev/docs/ai/overview/",
      "repo": "https://github.com/pydantic/pydantic-ai",
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        "framework",
        "python",
        "type-safety"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://pydantic.dev/docs/ai/llms.txt"
      },
      "sources": [
        "https://github.com/pydantic/pydantic-ai",
        "https://pydantic.dev/docs/ai/overview/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Pydantic",
      "links": {
        "html": "https://indexagentica.com/entries/pydantic-ai/",
        "markdown": "https://indexagentica.com/entries/pydantic-ai.md",
        "json": "https://indexagentica.com/api/entries/pydantic-ai.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/pydantic-ai.json"
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    },
    {
      "id": "qdrant",
      "name": "Qdrant",
      "category": "tools",
      "summary": "Open-source vector search engine and database written in Rust, self-hosted or as Qdrant Cloud.",
      "url": "https://qdrant.tech",
      "repo": "https://github.com/qdrant/qdrant",
      "docs": "https://qdrant.tech/documentation/",
      "tags": [
        "vector-database",
        "memory",
        "retrieval",
        "rust"
      ],
      "license": "Apache-2.0",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://qdrant.tech/llms.txt"
      },
      "related": [
        "weaviate",
        "pinecone"
      ],
      "sources": [
        "https://github.com/qdrant/qdrant",
        "https://qdrant.tech"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Qdrant",
      "links": {
        "html": "https://indexagentica.com/entries/qdrant/",
        "markdown": "https://indexagentica.com/entries/qdrant.md",
        "json": "https://indexagentica.com/api/entries/qdrant.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/qdrant.json"
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    },
    {
      "id": "qwen-code",
      "name": "Qwen Code",
      "category": "harnesses",
      "summary": "Open-source AI coding agent for the terminal from the Qwen team.",
      "url": "https://qwenlm.github.io/qwen-code-docs/en/users/overview",
      "repo": "https://github.com/QwenLM/qwen-code",
      "tags": [
        "coding-agent",
        "cli",
        "qwen"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "sources": [
        "https://github.com/QwenLM/qwen-code",
        "https://qwenlm.github.io/qwen-code-docs/en/users/overview"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Qwen (Alibaba)",
      "links": {
        "html": "https://indexagentica.com/entries/qwen-code/",
        "markdown": "https://indexagentica.com/entries/qwen-code.md",
        "json": "https://indexagentica.com/api/entries/qwen-code.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/qwen-code.json"
      }
    },
    {
      "id": "remotion-skills",
      "name": "Remotion Skills",
      "category": "skills",
      "summary": "Agent Skills from the Remotion team for creating videos programmatically with Remotion.",
      "url": "https://github.com/remotion-dev/skills",
      "repo": "https://github.com/remotion-dev/skills",
      "tags": [
        "agent-skills",
        "video",
        "react"
      ],
      "status": "active",
      "related": [
        "skills-sh"
      ],
      "sources": [
        "https://github.com/remotion-dev/skills",
        "https://skills.sh"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Remotion",
      "links": {
        "html": "https://indexagentica.com/entries/remotion-skills/",
        "markdown": "https://indexagentica.com/entries/remotion-skills.md",
        "json": "https://indexagentica.com/api/entries/remotion-skills.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/skills/remotion-skills.json"
      }
    },
    {
      "id": "runloop",
      "name": "Runloop",
      "category": "infrastructure",
      "summary": "Managed isolated Linux sandboxes (Devboxes) for AI coding agents, plus evaluations and production infrastructure.",
      "url": "https://runloop.ai",
      "repo": "https://github.com/runloopai/api-client-python",
      "docs": "https://docs.runloop.ai",
      "tags": [
        "sandbox",
        "code-execution",
        "coding-agents",
        "evals"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.runloop.ai/llms.txt",
        "auth": "api-key"
      },
      "related": [
        "e2b",
        "daytona"
      ],
      "sources": [
        "https://runloop.ai",
        "https://docs.runloop.ai/llms.txt",
        "https://github.com/runloopai/api-client-python"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Runloop",
      "links": {
        "html": "https://indexagentica.com/entries/runloop/",
        "markdown": "https://indexagentica.com/entries/runloop.md",
        "json": "https://indexagentica.com/api/entries/runloop.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/infrastructure/runloop.json"
      }
    },
    {
      "id": "semantic-kernel",
      "name": "Semantic Kernel",
      "category": "harnesses",
      "summary": "Microsoft's open-source SDK for integrating LLM capabilities quickly and easily into your apps.",
      "url": "https://learn.microsoft.com/en-us/semantic-kernel/overview/",
      "repo": "https://github.com/microsoft/semantic-kernel",
      "tags": [
        "framework",
        "sdk",
        "microsoft"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "microsoft-agent-framework"
      ],
      "sources": [
        "https://github.com/microsoft/semantic-kernel",
        "https://learn.microsoft.com/en-us/semantic-kernel/overview/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Microsoft",
      "links": {
        "html": "https://indexagentica.com/entries/semantic-kernel/",
        "markdown": "https://indexagentica.com/entries/semantic-kernel.md",
        "json": "https://indexagentica.com/api/entries/semantic-kernel.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/semantic-kernel.json"
      }
    },
    {
      "id": "semantic-scholar-api",
      "name": "Semantic Scholar Academic Graph API",
      "category": "apis",
      "summary": "API over Semantic Scholar's academic graph of papers, authors and citations; an API key unlocks some endpoints and higher rate limits.",
      "url": "https://www.semanticscholar.org/product/api",
      "docs": "https://api.semanticscholar.org/api-docs/",
      "tags": [
        "research",
        "papers",
        "citations",
        "scholarly"
      ],
      "status": "active",
      "agent_access": {
        "auth": "api-key",
        "notes": "Unauthenticated access is heavily rate-limited (HTTP 429)."
      },
      "related": [
        "openalex-api"
      ],
      "sources": [
        "https://www.semanticscholar.org/product/api",
        "https://api.semanticscholar.org/api-docs/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Allen Institute for AI",
      "links": {
        "html": "https://indexagentica.com/entries/semantic-scholar-api/",
        "markdown": "https://indexagentica.com/entries/semantic-scholar-api.md",
        "json": "https://indexagentica.com/api/entries/semantic-scholar-api.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/apis/semantic-scholar-api.json"
      }
    },
    {
      "id": "sentry-mcp",
      "name": "Sentry MCP",
      "category": "mcp-servers",
      "summary": "Sentry's remote MCP server for coding agents, focused on developer debugging workflows over the Sentry API.",
      "url": "https://mcp.sentry.dev",
      "repo": "https://github.com/getsentry/toolkit",
      "tags": [
        "mcp",
        "observability",
        "debugging",
        "errors"
      ],
      "status": "active",
      "agent_access": {
        "mcp_endpoint": "https://mcp.sentry.dev/mcp",
        "auth": "oauth"
      },
      "sources": [
        "https://github.com/getsentry/toolkit",
        "https://mcp.sentry.dev"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Sentry",
      "links": {
        "html": "https://indexagentica.com/entries/sentry-mcp/",
        "markdown": "https://indexagentica.com/entries/sentry-mcp.md",
        "json": "https://indexagentica.com/api/entries/sentry-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/sentry-mcp.json"
      }
    },
    {
      "id": "shopify-agentic-commerce",
      "name": "Shopify Agentic Commerce",
      "category": "finance-payments",
      "summary": "Shopify developer platform for AI agents that authenticate with Shopify, search the Catalog, build carts and checkouts, and monitor orders via UCP.",
      "description": "Shopify's older Storefront MCP catalog and cart tools were removed; its docs include a migration guide.",
      "url": "https://shopify.dev/docs/agents",
      "tags": [
        "agent-commerce",
        "checkout",
        "shopify",
        "ucp"
      ],
      "status": "active",
      "related": [
        "universal-commerce-protocol"
      ],
      "sources": [
        "https://shopify.dev/docs/agents",
        "https://shopify.dev/docs/apps/build/storefront-mcp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Shopify",
      "links": {
        "html": "https://indexagentica.com/entries/shopify-agentic-commerce/",
        "markdown": "https://indexagentica.com/entries/shopify-agentic-commerce.md",
        "json": "https://indexagentica.com/api/entries/shopify-agentic-commerce.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/shopify-agentic-commerce.json"
      }
    },
    {
      "id": "skills-cli",
      "name": "skills CLI (npx skills)",
      "category": "skills",
      "summary": "Vercel's open agent skills tool: install, update and manage Agent Skills for many coding agents with `npx skills add <source>`.",
      "description": "The CLI behind skills.sh. Several vendors document it as their install path, e.g. `npx skills add coinbase/agentic-wallet-skills` and `npx skills add https://docs.stripe.com`.",
      "url": "https://skills.sh",
      "repo": "https://github.com/vercel-labs/skills",
      "tags": [
        "agent-skills",
        "cli",
        "package-manager"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "skills-sh",
        "agent-skills-spec"
      ],
      "sources": [
        "https://github.com/vercel-labs/skills",
        "https://skills.sh",
        "https://github.com/stripe/ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Vercel",
      "links": {
        "html": "https://indexagentica.com/entries/skills-cli/",
        "markdown": "https://indexagentica.com/entries/skills-cli.md",
        "json": "https://indexagentica.com/api/entries/skills-cli.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/skills/skills-cli.json"
      }
    },
    {
      "id": "skills-sh",
      "name": "skills.sh",
      "category": "directories",
      "summary": "The open Agent Skills directory: browse skills ranked by installs and install them into your agent with one command.",
      "url": "https://skills.sh",
      "tags": [
        "agent-skills",
        "directory",
        "leaderboard"
      ],
      "pricing": "free",
      "status": "active",
      "related": [
        "skills-cli",
        "agent-skills-spec",
        "anthropic-skills"
      ],
      "sources": [
        "https://skills.sh",
        "https://github.com/vercel-labs/skills"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Vercel",
      "links": {
        "html": "https://indexagentica.com/entries/skills-sh/",
        "markdown": "https://indexagentica.com/entries/skills-sh.md",
        "json": "https://indexagentica.com/api/entries/skills-sh.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/directories/skills-sh.json"
      }
    },
    {
      "id": "skyfire",
      "name": "Skyfire",
      "category": "finance-payments",
      "summary": "Identity and payments layer for AI agents: verified agent identity plus token-based payment credentials and stablecoin payments.",
      "url": "https://skyfire.xyz",
      "docs": "https://docs.skyfire.xyz",
      "tags": [
        "agent-identity",
        "payments",
        "stablecoins",
        "kya"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.skyfire.xyz/llms.txt"
      },
      "sources": [
        "https://skyfire.xyz",
        "https://docs.skyfire.xyz/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Skyfire",
      "links": {
        "html": "https://indexagentica.com/entries/skyfire/",
        "markdown": "https://indexagentica.com/entries/skyfire.md",
        "json": "https://indexagentica.com/api/entries/skyfire.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/skyfire.json"
      }
    },
    {
      "id": "skyvern",
      "name": "Skyvern",
      "category": "tools",
      "summary": "Automates browser-based workflows with AI: describe tasks in plain English and Skyvern drives a real browser using vision.",
      "url": "https://www.skyvern.com",
      "repo": "https://github.com/Skyvern-AI/skyvern",
      "docs": "https://www.skyvern.com/docs/",
      "tags": [
        "browser-automation",
        "computer-vision",
        "workflows"
      ],
      "license": "AGPL-3.0",
      "status": "active",
      "sources": [
        "https://github.com/Skyvern-AI/skyvern",
        "https://www.skyvern.com/docs/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Skyvern",
      "links": {
        "html": "https://indexagentica.com/entries/skyvern/",
        "markdown": "https://indexagentica.com/entries/skyvern.md",
        "json": "https://indexagentica.com/api/entries/skyvern.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/skyvern.json"
      }
    },
    {
      "id": "smithery",
      "name": "Smithery",
      "category": "directories",
      "summary": "Platform for connecting agents to thousands of tools and services (MCP), with auth, credentials and sessions handled for you.",
      "url": "https://smithery.ai",
      "tags": [
        "mcp",
        "marketplace",
        "hosting",
        "auth"
      ],
      "status": "active",
      "related": [
        "official-mcp-registry"
      ],
      "sources": [
        "https://smithery.ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Smithery",
      "links": {
        "html": "https://indexagentica.com/entries/smithery/",
        "markdown": "https://indexagentica.com/entries/smithery.md",
        "json": "https://indexagentica.com/api/entries/smithery.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/directories/smithery.json"
      }
    },
    {
      "id": "smolagents",
      "name": "smolagents",
      "category": "harnesses",
      "summary": "Hugging Face's barebones Python library for agents that think in code.",
      "url": "https://huggingface.co/docs/smolagents",
      "repo": "https://github.com/huggingface/smolagents",
      "tags": [
        "framework",
        "python",
        "code-agents",
        "hugging-face"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://huggingface.co/docs/smolagents/llms.txt"
      },
      "sources": [
        "https://github.com/huggingface/smolagents",
        "https://huggingface.co/docs/smolagents"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Hugging Face",
      "links": {
        "html": "https://indexagentica.com/entries/smolagents/",
        "markdown": "https://indexagentica.com/entries/smolagents.md",
        "json": "https://indexagentica.com/api/entries/smolagents.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/harnesses/smolagents.json"
      }
    },
    {
      "id": "stagehand",
      "name": "Stagehand",
      "category": "tools",
      "summary": "Browserbase's SDK for browser agents to extract data and interact with any site: Playwright-style API and self-healing selectors in TypeScript, Python and Go.",
      "url": "https://stagehand.dev",
      "repo": "https://github.com/browserbase/stagehand",
      "docs": "https://docs.stagehand.dev",
      "tags": [
        "browser-automation",
        "sdk",
        "typescript",
        "web-agents"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.stagehand.dev/llms.txt"
      },
      "related": [
        "browserbase",
        "browser-use"
      ],
      "sources": [
        "https://github.com/browserbase/stagehand",
        "https://stagehand.dev"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Browserbase",
      "links": {
        "html": "https://indexagentica.com/entries/stagehand/",
        "markdown": "https://indexagentica.com/entries/stagehand.md",
        "json": "https://indexagentica.com/api/entries/stagehand.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/stagehand.json"
      }
    },
    {
      "id": "steel",
      "name": "Steel",
      "category": "tools",
      "summary": "Open-source browser API and sandbox for AI agents, with managed cloud browsers offering stealth, proxies, CAPTCHA solving and session replays.",
      "url": "https://steel.dev",
      "repo": "https://github.com/steel-dev/steel-browser",
      "docs": "https://docs.steel.dev",
      "tags": [
        "browser-automation",
        "headless-browser",
        "cloud"
      ],
      "license": "Apache-2.0",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.steel.dev/llms.txt",
        "auth": "api-key"
      },
      "related": [
        "browserbase",
        "hyperbrowser"
      ],
      "sources": [
        "https://github.com/steel-dev/steel-browser",
        "https://docs.steel.dev"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Steel",
      "links": {
        "html": "https://indexagentica.com/entries/steel/",
        "markdown": "https://indexagentica.com/entries/steel.md",
        "json": "https://indexagentica.com/api/entries/steel.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/steel.json"
      }
    },
    {
      "id": "stripe-agentic-commerce",
      "name": "Stripe Agentic Commerce",
      "category": "finance-payments",
      "summary": "Stripe integrations for selling through agents and embedding commerce in AI interfaces, including Shared Payment Tokens for agent-initiated purchases.",
      "description": "Sellers can make goods, subscriptions, digital content or APIs available on agent platforms; agent builders can let agents buy with a customer-controlled wallet. Shared Payment Tokens grant scoped payment credentials for agent-initiated purchases.",
      "url": "https://docs.stripe.com/agentic-commerce",
      "docs": "https://docs.stripe.com/agentic-commerce/concepts/shared-payment-tokens",
      "tags": [
        "agent-commerce",
        "checkout",
        "stripe",
        "payment-tokens"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.stripe.com/llms.txt"
      },
      "related": [
        "agentic-commerce-protocol",
        "stripe-agents",
        "stripe-issuing-for-agents"
      ],
      "sources": [
        "https://docs.stripe.com/agentic-commerce",
        "https://docs.stripe.com/agentic-commerce/concepts/shared-payment-tokens"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Stripe",
      "links": {
        "html": "https://indexagentica.com/entries/stripe-agentic-commerce/",
        "markdown": "https://indexagentica.com/entries/stripe-agentic-commerce.md",
        "json": "https://indexagentica.com/api/entries/stripe-agentic-commerce.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/stripe-agentic-commerce.json"
      }
    },
    {
      "id": "stripe-agents",
      "name": "Stripe for Agents (Stripe AI)",
      "category": "finance-payments",
      "summary": "Stripe's agent toolkit: plugins, remote MCP, agent skills and SDKs for usage-based billing, agentic commerce and machine payments.",
      "description": "The stripe/ai repo (formerly stripe/agent-toolkit) includes `@stripe/ai-sdk` and `@stripe/token-meter` for billing LLM usage, official plugins for Claude Code, Codex, Cursor and others, and skills installable with `npx skills add https://docs.stripe.com`.",
      "url": "https://docs.stripe.com/agents",
      "repo": "https://github.com/stripe/ai",
      "tags": [
        "payments",
        "billing",
        "stripe",
        "mcp",
        "agent-skills"
      ],
      "license": "MIT",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.stripe.com/llms.txt",
        "mcp_endpoint": "https://mcp.stripe.com",
        "auth": "oauth"
      },
      "related": [
        "stripe-mcp",
        "agentic-commerce-protocol",
        "machine-payments-protocol"
      ],
      "sources": [
        "https://docs.stripe.com/agents",
        "https://github.com/stripe/ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Stripe",
      "links": {
        "html": "https://indexagentica.com/entries/stripe-agents/",
        "markdown": "https://indexagentica.com/entries/stripe-agents.md",
        "json": "https://indexagentica.com/api/entries/stripe-agents.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/stripe-agents.json"
      }
    },
    {
      "id": "stripe-issuing-for-agents",
      "name": "Stripe Issuing for Agents",
      "category": "finance-payments",
      "summary": "Issue cards and credentials that agents can use to purchase autonomously, with spend controls, real-time authorization decisioning and full visibility.",
      "url": "https://docs.stripe.com/issuing/agents",
      "tags": [
        "cards",
        "spend-controls",
        "stripe",
        "agent-commerce"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.stripe.com/llms.txt"
      },
      "related": [
        "stripe-agentic-commerce",
        "stripe-agents"
      ],
      "sources": [
        "https://docs.stripe.com/issuing/agents"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Stripe",
      "links": {
        "html": "https://indexagentica.com/entries/stripe-issuing-for-agents/",
        "markdown": "https://indexagentica.com/entries/stripe-issuing-for-agents.md",
        "json": "https://indexagentica.com/api/entries/stripe-issuing-for-agents.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/stripe-issuing-for-agents.json"
      }
    },
    {
      "id": "stripe-mcp",
      "name": "Stripe MCP Server",
      "category": "mcp-servers",
      "summary": "Stripe's hosted remote MCP server giving agents OAuth-secured access to the Stripe API and documentation.",
      "url": "https://docs.stripe.com/mcp",
      "repo": "https://github.com/stripe/ai",
      "tags": [
        "mcp",
        "payments",
        "stripe"
      ],
      "status": "active",
      "agent_access": {
        "mcp_endpoint": "https://mcp.stripe.com",
        "auth": "oauth",
        "llms_txt": "https://docs.stripe.com/llms.txt"
      },
      "related": [
        "stripe-agents"
      ],
      "sources": [
        "https://github.com/stripe/ai",
        "https://docs.stripe.com/mcp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Stripe",
      "links": {
        "html": "https://indexagentica.com/entries/stripe-mcp/",
        "markdown": "https://indexagentica.com/entries/stripe-mcp.md",
        "json": "https://indexagentica.com/api/entries/stripe-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/stripe-mcp.json"
      }
    },
    {
      "id": "stytch-connected-apps",
      "name": "Stytch Connected Apps (MCP auth)",
      "category": "tools",
      "summary": "Stytch Connected Apps: authorization for remote MCP servers and connected agent integrations.",
      "url": "https://stytch.com/docs/connected-apps/guides/mcp-auth-overview",
      "tags": [
        "identity",
        "auth",
        "oauth",
        "mcp"
      ],
      "status": "active",
      "related": [
        "mcp-authorization"
      ],
      "sources": [
        "https://stytch.com/docs/connected-apps/guides/mcp-auth-overview"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Stytch",
      "links": {
        "html": "https://indexagentica.com/entries/stytch-connected-apps/",
        "markdown": "https://indexagentica.com/entries/stytch-connected-apps.md",
        "json": "https://indexagentica.com/api/entries/stytch-connected-apps.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/stytch-connected-apps.json"
      }
    },
    {
      "id": "supabase-agent-skills",
      "name": "Supabase Agent Skills",
      "category": "skills",
      "summary": "Agent Skills that help AI agents build with Supabase, including Postgres best practices.",
      "url": "https://supabase.com/docs/guides/ai-tools/ai-skills",
      "repo": "https://github.com/supabase/agent-skills",
      "tags": [
        "agent-skills",
        "postgres",
        "database",
        "supabase"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "skills-sh"
      ],
      "sources": [
        "https://github.com/supabase/agent-skills",
        "https://skills.sh"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Supabase",
      "links": {
        "html": "https://indexagentica.com/entries/supabase-agent-skills/",
        "markdown": "https://indexagentica.com/entries/supabase-agent-skills.md",
        "json": "https://indexagentica.com/api/entries/supabase-agent-skills.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/skills/supabase-agent-skills.json"
      }
    },
    {
      "id": "supabase-mcp",
      "name": "Supabase MCP Server",
      "category": "mcp-servers",
      "summary": "Connects AI assistants to your Supabase projects over MCP (hosted with OAuth 2.1, or locally via the Supabase CLI).",
      "url": "https://supabase.com/docs/guides/ai-tools/mcp",
      "repo": "https://github.com/supabase/mcp",
      "tags": [
        "mcp",
        "postgres",
        "database",
        "supabase"
      ],
      "license": "Apache-2.0",
      "status": "active",
      "agent_access": {
        "mcp_endpoint": "https://mcp.supabase.com/mcp",
        "auth": "oauth"
      },
      "related": [
        "supabase-agent-skills"
      ],
      "sources": [
        "https://github.com/supabase/mcp",
        "https://supabase.com/docs/guides/ai-tools/mcp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Supabase",
      "links": {
        "html": "https://indexagentica.com/entries/supabase-mcp/",
        "markdown": "https://indexagentica.com/entries/supabase-mcp.md",
        "json": "https://indexagentica.com/api/entries/supabase-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/supabase-mcp.json"
      }
    },
    {
      "id": "supermemory",
      "name": "Supermemory",
      "category": "tools",
      "summary": "Memory and context engine for AI agents with a Memory API; can run fully locally or hosted.",
      "url": "https://supermemory.ai",
      "repo": "https://github.com/supermemoryai/supermemory",
      "docs": "https://supermemory.ai/docs",
      "tags": [
        "memory",
        "context-engine",
        "api"
      ],
      "license": "MIT",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://supermemory.ai/docs/llms.txt"
      },
      "related": [
        "mem0"
      ],
      "sources": [
        "https://github.com/supermemoryai/supermemory",
        "https://supermemory.ai"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Supermemory",
      "links": {
        "html": "https://indexagentica.com/entries/supermemory/",
        "markdown": "https://indexagentica.com/entries/supermemory.md",
        "json": "https://indexagentica.com/api/entries/supermemory.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/supermemory.json"
      }
    },
    {
      "id": "superpowers",
      "name": "Superpowers",
      "category": "skills",
      "summary": "Agentic skills framework and software-development methodology for coding agents, built from composable skills such as brainstorming, TDD and systematic debugging.",
      "description": "Superpowers bundles a set of composable skills plus initial instructions so a coding agent steps back to clarify a spec, plans, and then executes with practices like test-driven development and verification-before-completion. The README documents installation for many harnesses including Claude Code, Codex CLI, Cursor, Gemini CLI, OpenCode and GitHub Copilot CLI.",
      "url": "https://github.com/obra/superpowers",
      "repo": "https://github.com/obra/superpowers",
      "tags": [
        "agent-skills",
        "coding-agents",
        "methodology",
        "tdd"
      ],
      "license": "MIT",
      "pricing": "open-source",
      "status": "active",
      "related": [
        "anthropic-skills",
        "claude-code",
        "skills-sh"
      ],
      "sources": [
        "https://github.com/obra/superpowers",
        "https://skills.sh"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Jesse Vincent (obra)",
      "links": {
        "html": "https://indexagentica.com/entries/superpowers/",
        "markdown": "https://indexagentica.com/entries/superpowers.md",
        "json": "https://indexagentica.com/api/entries/superpowers.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/skills/superpowers.json"
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    },
    {
      "id": "swe-bench",
      "name": "SWE-bench",
      "category": "information",
      "summary": "Benchmark and leaderboards (Verified, Lite, Multimodal, Multilingual) testing whether LLM agents can resolve real-world GitHub issues.",
      "url": "https://www.swebench.com",
      "repo": "https://github.com/SWE-bench/SWE-bench",
      "tags": [
        "benchmark",
        "coding-agents",
        "leaderboard"
      ],
      "license": "MIT",
      "pricing": "free",
      "status": "active",
      "related": [
        "terminal-bench"
      ],
      "sources": [
        "https://www.swebench.com",
        "https://github.com/SWE-bench/SWE-bench"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/swe-bench/",
        "markdown": "https://indexagentica.com/entries/swe-bench.md",
        "json": "https://indexagentica.com/api/entries/swe-bench.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/swe-bench.json"
      }
    },
    {
      "id": "tavily-api",
      "name": "Tavily API",
      "category": "apis",
      "summary": "Real-time web layer for AI agents: search, extract, crawl, map and cited research returned as clean LLM-ready content.",
      "description": "Per Tavily's llms.txt, a free API key includes 1,000 credits/month, a keyless rate-limited mode is available for Search and Extract, and OAuth 2.0 is supported for MCP clients.",
      "url": "https://www.tavily.com",
      "docs": "https://docs.tavily.com",
      "tags": [
        "web-search",
        "extraction",
        "crawling",
        "research"
      ],
      "pricing": "freemium",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.tavily.com/llms.txt",
        "mcp_endpoint": "https://mcp.tavily.com/mcp/",
        "auth": "api-key"
      },
      "related": [
        "tavily-mcp",
        "exa-api"
      ],
      "sources": [
        "https://www.tavily.com",
        "https://www.tavily.com/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Tavily",
      "links": {
        "html": "https://indexagentica.com/entries/tavily-api/",
        "markdown": "https://indexagentica.com/entries/tavily-api.md",
        "json": "https://indexagentica.com/api/entries/tavily-api.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/apis/tavily-api.json"
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    },
    {
      "id": "tavily-mcp",
      "name": "Tavily MCP Server",
      "category": "mcp-servers",
      "summary": "Tavily's MCP server with real-time web search, extract, map and crawl tools.",
      "url": "https://github.com/tavily-ai/tavily-mcp",
      "repo": "https://github.com/tavily-ai/tavily-mcp",
      "tags": [
        "mcp",
        "web-search",
        "crawling",
        "extraction"
      ],
      "license": "MIT",
      "status": "active",
      "agent_access": {
        "mcp_endpoint": "https://mcp.tavily.com/mcp/",
        "auth": "api-key"
      },
      "related": [
        "tavily-api"
      ],
      "sources": [
        "https://github.com/tavily-ai/tavily-mcp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Tavily",
      "links": {
        "html": "https://indexagentica.com/entries/tavily-mcp/",
        "markdown": "https://indexagentica.com/entries/tavily-mcp.md",
        "json": "https://indexagentica.com/api/entries/tavily-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/tavily-mcp.json"
      }
    },
    {
      "id": "tempo",
      "name": "Tempo",
      "category": "finance-payments",
      "summary": "Payments-first Layer 1 blockchain incubated by Stripe and Paradigm, purpose-built for stablecoin payments at scale; co-developer of MPP.",
      "url": "https://tempo.xyz",
      "docs": "https://tempo.xyz/developers",
      "tags": [
        "blockchain",
        "stablecoin",
        "payments",
        "settlement"
      ],
      "status": "active",
      "related": [
        "machine-payments-protocol"
      ],
      "sources": [
        "https://tempo.xyz",
        "https://tempo.xyz/developers",
        "https://mpp.dev"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Tempo",
      "links": {
        "html": "https://indexagentica.com/entries/tempo/",
        "markdown": "https://indexagentica.com/entries/tempo.md",
        "json": "https://indexagentica.com/api/entries/tempo.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/tempo.json"
      }
    },
    {
      "id": "terminal-bench",
      "name": "Terminal-Bench",
      "category": "information",
      "summary": "Benchmark and leaderboard measuring how well AI agents complete complicated tasks in the terminal.",
      "url": "https://www.tbench.ai",
      "repo": "https://github.com/harbor-framework/terminal-bench-1",
      "tags": [
        "benchmark",
        "agents",
        "terminal",
        "leaderboard"
      ],
      "license": "Apache-2.0",
      "pricing": "free",
      "status": "active",
      "related": [
        "swe-bench"
      ],
      "sources": [
        "https://www.tbench.ai",
        "https://github.com/harbor-framework/terminal-bench-1"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/terminal-bench/",
        "markdown": "https://indexagentica.com/entries/terminal-bench.md",
        "json": "https://indexagentica.com/api/entries/terminal-bench.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/terminal-bench.json"
      }
    },
    {
      "id": "turbopuffer",
      "name": "turbopuffer",
      "category": "tools",
      "summary": "Vector and full-text search engine built from first principles on object storage, aimed at low cost and high scale.",
      "url": "https://turbopuffer.com",
      "docs": "https://turbopuffer.com/docs",
      "tags": [
        "vector-database",
        "full-text-search",
        "object-storage"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://turbopuffer.com/llms.txt",
        "auth": "api-key"
      },
      "sources": [
        "https://turbopuffer.com",
        "https://turbopuffer.com/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "turbopuffer",
      "links": {
        "html": "https://indexagentica.com/entries/turbopuffer/",
        "markdown": "https://indexagentica.com/entries/turbopuffer.md",
        "json": "https://indexagentica.com/api/entries/turbopuffer.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/turbopuffer.json"
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    },
    {
      "id": "turnkey",
      "name": "Turnkey",
      "category": "finance-payments",
      "summary": "Wallet and private-key infrastructure with policy-scoped signing, used for embedded wallets, server-side automation and AI agent wallets.",
      "url": "https://www.turnkey.com",
      "docs": "https://docs.turnkey.com",
      "tags": [
        "wallet",
        "key-management",
        "policy-controls"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.turnkey.com/llms.txt",
        "openapi": "https://docs.turnkey.com/public_api.swagger.json",
        "auth": "api-key"
      },
      "sources": [
        "https://www.turnkey.com",
        "https://docs.turnkey.com/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Turnkey",
      "links": {
        "html": "https://indexagentica.com/entries/turnkey/",
        "markdown": "https://indexagentica.com/entries/turnkey.md",
        "json": "https://indexagentica.com/api/entries/turnkey.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/turnkey.json"
      }
    },
    {
      "id": "universal-commerce-protocol",
      "name": "Universal Commerce Protocol (UCP)",
      "category": "finance-payments",
      "summary": "Open standard giving platforms (AI agents, apps), businesses, payment service providers and credential providers a common language for commerce.",
      "description": "Enables gen AI agents to safely and privately execute commerce actions such as discovering and buying on behalf of users. Shopify's agentic commerce docs build on UCP (catalog search, carts, checkout, order monitoring).",
      "url": "https://ucp.dev",
      "repo": "https://github.com/Universal-Commerce-Protocol/ucp",
      "docs": "https://ucp.dev/latest/specification/overview/",
      "tags": [
        "agent-commerce",
        "protocol",
        "checkout",
        "open-standard"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://ucp.dev/llms.txt"
      },
      "related": [
        "agentic-commerce-protocol",
        "agent-payments-protocol",
        "shopify-agentic-commerce"
      ],
      "sources": [
        "https://ucp.dev",
        "https://ucp.dev/llms.txt",
        "https://github.com/Universal-Commerce-Protocol/ucp",
        "https://shopify.dev/docs/agents"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/universal-commerce-protocol/",
        "markdown": "https://indexagentica.com/entries/universal-commerce-protocol.md",
        "json": "https://indexagentica.com/api/entries/universal-commerce-protocol.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/universal-commerce-protocol.json"
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    },
    {
      "id": "usdc",
      "name": "USDC",
      "category": "finance-payments",
      "summary": "Fully reserved dollar stablecoin issued by Circle, the settlement asset used by many agent payment rails including x402.",
      "url": "https://www.circle.com/usdc",
      "docs": "https://developers.circle.com",
      "tags": [
        "stablecoin",
        "usdc",
        "settlement"
      ],
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        "llms_txt": "https://developers.circle.com/llms.txt"
      },
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        "circle-cctp",
        "x402",
        "circle-gateway"
      ],
      "sources": [
        "https://www.circle.com/usdc",
        "https://docs.cdp.coinbase.com/x402/welcome"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Circle",
      "links": {
        "html": "https://indexagentica.com/entries/usdc/",
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        "json": "https://indexagentica.com/api/entries/usdc.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/usdc.json"
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    },
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      "id": "vercel-agent-skills",
      "name": "Vercel Agent Skills",
      "category": "skills",
      "summary": "Vercel's official collection of Agent Skills, including React best practices, composition patterns and web design guidelines.",
      "url": "https://github.com/vercel-labs/agent-skills",
      "repo": "https://github.com/vercel-labs/agent-skills",
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        "agent-skills",
        "react",
        "nextjs",
        "frontend"
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        "skills-cli"
      ],
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        "https://github.com/vercel-labs/agent-skills",
        "https://skills.sh"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Vercel",
      "links": {
        "html": "https://indexagentica.com/entries/vercel-agent-skills/",
        "markdown": "https://indexagentica.com/entries/vercel-agent-skills.md",
        "json": "https://indexagentica.com/api/entries/vercel-agent-skills.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/skills/vercel-agent-skills.json"
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    },
    {
      "id": "vercel-mcp",
      "name": "Vercel MCP",
      "category": "mcp-servers",
      "summary": "Vercel's remote MCP server with tools for searching docs, managing teams, projects and deployments, and querying Web Analytics.",
      "url": "https://vercel.com/docs/agent-resources/vercel-mcp",
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        "deployment",
        "hosting"
      ],
      "status": "active",
      "agent_access": {
        "mcp_endpoint": "https://mcp.vercel.com",
        "auth": "oauth"
      },
      "sources": [
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      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Vercel",
      "links": {
        "html": "https://indexagentica.com/entries/vercel-mcp/",
        "markdown": "https://indexagentica.com/entries/vercel-mcp.md",
        "json": "https://indexagentica.com/api/entries/vercel-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/vercel-mcp.json"
      }
    },
    {
      "id": "vercel-sandbox",
      "name": "Vercel Sandbox",
      "category": "infrastructure",
      "summary": "Ephemeral compute primitive that runs untrusted or agent-generated code in isolated Linux microVMs.",
      "url": "https://vercel.com/docs/sandbox",
      "repo": "https://github.com/vercel/sandbox",
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        "code-execution",
        "microvm",
        "hosting"
      ],
      "license": "Apache-2.0",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://vercel.com/llms.txt"
      },
      "related": [
        "e2b",
        "cloudflare-sandbox"
      ],
      "sources": [
        "https://github.com/vercel/sandbox",
        "https://vercel.com/docs/sandbox"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Vercel",
      "links": {
        "html": "https://indexagentica.com/entries/vercel-sandbox/",
        "markdown": "https://indexagentica.com/entries/vercel-sandbox.md",
        "json": "https://indexagentica.com/api/entries/vercel-sandbox.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/infrastructure/vercel-sandbox.json"
      }
    },
    {
      "id": "visa-intelligent-commerce",
      "name": "Visa Intelligent Commerce",
      "category": "finance-payments",
      "summary": "Visa's portfolio for agentic commerce, embedding payment credentials, controls, authentication and protections into AI-initiated purchases.",
      "url": "https://www.visa.com/en-us/solutions/intelligent-commerce",
      "docs": "https://developer.visa.com/capabilities/visa-intelligent-commerce",
      "tags": [
        "agent-commerce",
        "cards",
        "tokenization",
        "visa"
      ],
      "status": "active",
      "related": [
        "visa-trusted-agent-protocol"
      ],
      "sources": [
        "https://www.visa.com/en-us/solutions/intelligent-commerce",
        "https://developer.visa.com/capabilities/visa-intelligent-commerce"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Visa",
      "links": {
        "html": "https://indexagentica.com/entries/visa-intelligent-commerce/",
        "markdown": "https://indexagentica.com/entries/visa-intelligent-commerce.md",
        "json": "https://indexagentica.com/api/entries/visa-intelligent-commerce.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/visa-intelligent-commerce.json"
      }
    },
    {
      "id": "visa-trusted-agent-protocol",
      "name": "Visa Trusted Agent Protocol",
      "category": "finance-payments",
      "summary": "Signature-based framework (Oct 2025) letting merchants verify trusted commerce agents, distinguish them from malicious bots and receive consumer and payment context.",
      "description": "Agents send merchant- and purpose-specific, time-bound signatures that cannot be replayed or relayed; the spec covers key retrieval and signature verification. Visa describes it as in development and deployment, and use of the materials is subject to Visa's product terms.",
      "url": "https://developer.visa.com/capabilities/trusted-agent-protocol",
      "repo": "https://github.com/visa/trusted-agent-protocol",
      "tags": [
        "agent-commerce",
        "identity",
        "http-signatures",
        "visa"
      ],
      "status": "beta",
      "related": [
        "visa-intelligent-commerce",
        "web-bot-auth"
      ],
      "sources": [
        "https://developer.visa.com/capabilities/trusted-agent-protocol",
        "https://usa.visa.com/about-visa/newsroom/press-releases.releaseId.21716.html",
        "https://github.com/visa/trusted-agent-protocol"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Visa",
      "links": {
        "html": "https://indexagentica.com/entries/visa-trusted-agent-protocol/",
        "markdown": "https://indexagentica.com/entries/visa-trusted-agent-protocol.md",
        "json": "https://indexagentica.com/api/entries/visa-trusted-agent-protocol.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/visa-trusted-agent-protocol.json"
      }
    },
    {
      "id": "wandb-weave",
      "name": "W&B Weave",
      "category": "evals-observability",
      "summary": "Weights & Biases toolkit for tracking, testing and improving LLM-powered applications.",
      "url": "https://wandb.ai/site/weave/",
      "repo": "https://github.com/wandb/weave",
      "docs": "https://docs.coreweave.com/products/wandb/weave",
      "tags": [
        "observability",
        "evals",
        "tracing"
      ],
      "license": "Apache-2.0",
      "status": "active",
      "sources": [
        "https://github.com/wandb/weave",
        "https://docs.coreweave.com/products/wandb/weave"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Weights & Biases (CoreWeave)",
      "links": {
        "html": "https://indexagentica.com/entries/wandb-weave/",
        "markdown": "https://indexagentica.com/entries/wandb-weave.md",
        "json": "https://indexagentica.com/api/entries/wandb-weave.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/evals-observability/wandb-weave.json"
      }
    },
    {
      "id": "weaviate",
      "name": "Weaviate",
      "category": "tools",
      "summary": "Open-source vector database (written in Go) that stores both objects and vectors.",
      "url": "https://weaviate.io",
      "repo": "https://github.com/weaviate/weaviate",
      "docs": "https://docs.weaviate.io",
      "tags": [
        "vector-database",
        "memory",
        "retrieval",
        "open-source"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://weaviate.io/llms.txt"
      },
      "related": [
        "pinecone",
        "qdrant"
      ],
      "sources": [
        "https://github.com/weaviate/weaviate",
        "https://weaviate.io/llms.txt"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Weaviate",
      "links": {
        "html": "https://indexagentica.com/entries/weaviate/",
        "markdown": "https://indexagentica.com/entries/weaviate.md",
        "json": "https://indexagentica.com/api/entries/weaviate.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/weaviate.json"
      }
    },
    {
      "id": "web-bot-auth",
      "name": "Web Bot Auth",
      "category": "protocols",
      "summary": "IETF draft architecture for identifying automated traffic (bots and agents) by cryptographically signing HTTP requests with HTTP Message Signatures.",
      "description": "Cloudflare documents Web Bot Auth as a way to verify bot identity using cryptographic HTTP message signatures.",
      "url": "https://datatracker.ietf.org/doc/draft-meunier-web-bot-auth-architecture/",
      "docs": "https://developers.cloudflare.com/bots/reference/bot-verification/web-bot-auth/",
      "tags": [
        "identity",
        "http-signatures",
        "bots",
        "ietf-draft",
        "auth"
      ],
      "status": "beta",
      "related": [
        "visa-trusted-agent-protocol"
      ],
      "sources": [
        "https://datatracker.ietf.org/doc/draft-meunier-web-bot-auth-architecture/",
        "https://developers.cloudflare.com/bots/reference/bot-verification/web-bot-auth/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/web-bot-auth/",
        "markdown": "https://indexagentica.com/entries/web-bot-auth.md",
        "json": "https://indexagentica.com/api/entries/web-bot-auth.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/protocols/web-bot-auth.json"
      }
    },
    {
      "id": "webarena",
      "name": "WebArena",
      "category": "information",
      "summary": "A realistic web environment for building autonomous agents, with benchmark tasks used to evaluate web agents.",
      "url": "https://webarena.dev",
      "repo": "https://github.com/web-arena-x/webarena",
      "tags": [
        "benchmark",
        "web-agents",
        "browser-automation",
        "evals"
      ],
      "license": "Apache-2.0",
      "pricing": "free",
      "status": "active",
      "related": [
        "osworld"
      ],
      "sources": [
        "https://webarena.dev",
        "https://github.com/web-arena-x/webarena"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/webarena/",
        "markdown": "https://indexagentica.com/entries/webarena.md",
        "json": "https://indexagentica.com/api/entries/webarena.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/webarena.json"
      }
    },
    {
      "id": "webmcp",
      "name": "WebMCP",
      "category": "protocols",
      "summary": "Proposed web API letting sites expose JavaScript functions or HTML forms as tools with natural-language descriptions and schemas for in-browser AI agents.",
      "description": "Tools can be invoked by agents built into the browser, hosted in iframes, or running in extensions. TypeScript type definitions are published as the `webmcp-types` npm package.",
      "url": "https://webmachinelearning.github.io/webmcp/",
      "repo": "https://github.com/webmachinelearning/webmcp",
      "tags": [
        "browser",
        "web-standard",
        "tool-use",
        "mcp"
      ],
      "status": "beta",
      "related": [
        "model-context-protocol"
      ],
      "sources": [
        "https://github.com/webmachinelearning/webmcp",
        "https://webmachinelearning.github.io/webmcp/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "links": {
        "html": "https://indexagentica.com/entries/webmcp/",
        "markdown": "https://indexagentica.com/entries/webmcp.md",
        "json": "https://indexagentica.com/api/entries/webmcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/protocols/webmcp.json"
      }
    },
    {
      "id": "wikidata-query-service",
      "name": "Wikidata Query Service",
      "category": "apis",
      "summary": "SPARQL endpoint for querying Wikidata's structured knowledge graph.",
      "url": "https://query.wikidata.org/",
      "docs": "https://www.wikidata.org/wiki/Wikidata:SPARQL_query_service",
      "tags": [
        "knowledge-graph",
        "sparql",
        "open-data"
      ],
      "pricing": "free",
      "status": "active",
      "agent_access": {
        "auth": "none",
        "notes": "GET https://query.wikidata.org/sparql?query=...&format=json"
      },
      "related": [
        "mediawiki-action-api"
      ],
      "sources": [
        "https://www.wikidata.org/wiki/Wikidata:SPARQL_query_service",
        "https://query.wikidata.org/"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Wikimedia Foundation",
      "links": {
        "html": "https://indexagentica.com/entries/wikidata-query-service/",
        "markdown": "https://indexagentica.com/entries/wikidata-query-service.md",
        "json": "https://indexagentica.com/api/entries/wikidata-query-service.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/apis/wikidata-query-service.json"
      }
    },
    {
      "id": "workos-authkit-mcp",
      "name": "WorkOS AuthKit for MCP",
      "category": "tools",
      "summary": "WorkOS AuthKit guide and support for securing MCP servers that require authentication.",
      "url": "https://workos.com/docs/authkit/mcp",
      "tags": [
        "identity",
        "auth",
        "oauth",
        "mcp"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://workos.com/docs/llms.txt"
      },
      "related": [
        "mcp-authorization"
      ],
      "sources": [
        "https://workos.com/docs/authkit/mcp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "WorkOS",
      "links": {
        "html": "https://indexagentica.com/entries/workos-authkit-mcp/",
        "markdown": "https://indexagentica.com/entries/workos-authkit-mcp.md",
        "json": "https://indexagentica.com/api/entries/workos-authkit-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/workos-authkit-mcp.json"
      }
    },
    {
      "id": "x402",
      "name": "x402",
      "category": "protocols",
      "summary": "Open standard for internet-native payments built on HTTP 402, letting APIs and agents pay per request across crypto and fiat networks.",
      "description": "Server middleware declares prices per route; clients pay and retry inside the HTTP request flow, with no accounts or checkout pages. Reference SDKs exist for TypeScript (`@x402/*`), Python (`pip install x402`) and Go. The canonical repo is x402-foundation/x402 (coinbase/x402 is now a fork).",
      "url": "https://x402.org",
      "repo": "https://github.com/x402-foundation/x402",
      "docs": "https://docs.x402.org",
      "tags": [
        "payments",
        "http-402",
        "stablecoins",
        "micropayments",
        "open-standard"
      ],
      "license": "Apache-2.0",
      "pricing": "open-source",
      "status": "active",
      "agent_access": {
        "llms_txt": "https://docs.x402.org/llms.txt",
        "auth": "none"
      },
      "related": [
        "cdp-x402",
        "machine-payments-protocol",
        "l402",
        "coinbase-agentic-wallet"
      ],
      "sources": [
        "https://x402.org",
        "https://github.com/x402-foundation/x402",
        "https://docs.x402.org"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "x402 Foundation",
      "links": {
        "html": "https://indexagentica.com/entries/x402/",
        "markdown": "https://indexagentica.com/entries/x402.md",
        "json": "https://indexagentica.com/api/entries/x402.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/protocols/x402.json"
      }
    },
    {
      "id": "x402-bazaar",
      "name": "x402 Bazaar",
      "category": "finance-payments",
      "summary": "Public catalog of x402 payment-gated services discovered by the CDP Facilitator; search by intent, browse resources or look up by merchant address.",
      "url": "https://docs.cdp.coinbase.com/x402/buyer/discover-services",
      "tags": [
        "x402",
        "service-discovery",
        "catalog",
        "payments",
        "agent-commerce"
      ],
      "pricing": "free",
      "status": "active",
      "agent_access": {
        "auth": "none",
        "llms_txt": "https://docs.cdp.coinbase.com/llms.txt",
        "notes": "Discovery APIs and SDK functions need no CDP API key."
      },
      "related": [
        "x402",
        "cdp-x402"
      ],
      "sources": [
        "https://docs.cdp.coinbase.com/x402/buyer/discover-services.md"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Coinbase",
      "links": {
        "html": "https://indexagentica.com/entries/x402-bazaar/",
        "markdown": "https://indexagentica.com/entries/x402-bazaar.md",
        "json": "https://indexagentica.com/api/entries/x402-bazaar.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/finance-payments/x402-bazaar.json"
      }
    },
    {
      "id": "zapier-mcp",
      "name": "Zapier MCP",
      "category": "mcp-servers",
      "summary": "Hosted MCP server connecting MCP clients to 9,000+ app integrations with OAuth handling and dynamic tool discovery.",
      "url": "https://zapier.com/mcp",
      "repo": "https://github.com/zapier/zapier-mcp",
      "docs": "https://docs.zapier.com/mcp/home",
      "tags": [
        "mcp",
        "integrations",
        "automation"
      ],
      "status": "active",
      "sources": [
        "https://docs.zapier.com/mcp/home",
        "https://github.com/zapier/zapier-mcp"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Zapier",
      "links": {
        "html": "https://indexagentica.com/entries/zapier-mcp/",
        "markdown": "https://indexagentica.com/entries/zapier-mcp.md",
        "json": "https://indexagentica.com/api/entries/zapier-mcp.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/mcp-servers/zapier-mcp.json"
      }
    },
    {
      "id": "zep",
      "name": "Zep",
      "category": "tools",
      "summary": "Unified context layer that combines business data, documents and conversations into governed context and memory for agents.",
      "url": "https://www.getzep.com",
      "repo": "https://github.com/getzep/zep",
      "docs": "https://help.getzep.com",
      "tags": [
        "memory",
        "context-engine",
        "knowledge-graph"
      ],
      "status": "active",
      "agent_access": {
        "llms_txt": "https://help.getzep.com/llms.txt"
      },
      "related": [
        "graphiti"
      ],
      "sources": [
        "https://www.getzep.com",
        "https://help.getzep.com",
        "https://github.com/getzep/zep"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Zep",
      "links": {
        "html": "https://indexagentica.com/entries/zep/",
        "markdown": "https://indexagentica.com/entries/zep.md",
        "json": "https://indexagentica.com/api/entries/zep.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/zep.json"
      }
    },
    {
      "id": "tau-bench",
      "name": "τ-bench (tau2-bench)",
      "category": "information",
      "summary": "Sierra's benchmark for tool-agent-user interaction in real-world domains.",
      "description": "Successor repository to the original sierra-research/tau-bench.",
      "url": "https://github.com/sierra-research/tau2-bench",
      "repo": "https://github.com/sierra-research/tau2-bench",
      "tags": [
        "benchmark",
        "tool-use",
        "conversational-agents"
      ],
      "license": "MIT",
      "pricing": "free",
      "status": "active",
      "related": [
        "bfcl"
      ],
      "sources": [
        "https://github.com/sierra-research/tau2-bench",
        "https://github.com/sierra-research/tau-bench"
      ],
      "added": "2026-10-02",
      "updated": "2026-10-02",
      "last_verified": "2026-10-02",
      "submitted_by": "agentica-curator",
      "maintainer": "Sierra",
      "links": {
        "html": "https://indexagentica.com/entries/tau-bench/",
        "markdown": "https://indexagentica.com/entries/tau-bench.md",
        "json": "https://indexagentica.com/api/entries/tau-bench.json",
        "source": "https://github.com/Drudley/indexagentica/blob/main/content/information/tau-bench.json"
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    }
  ]
}