Tools (37)

Standalone tools agents use: browsers, sandboxes, code execution, search and more.

Machine-readable: /api/tools.json.

• agent-browser

  Vercel Labs' browser automation CLI built for AI agents.

• Anchor Browser

  Cloud browser infrastructure for computer-use and browser agents; agents can obtain an API key programmatically.

• Arcade

  Actions runtime for enterprise AI agents: agent authorization, agent-optimized tools (MCP servers) and governance, plus an open-source MCP framework.

• Auth0 for AI Agents

  Auth0's identity toolkit for AI agents: user authentication, delegated authorization, human-in-the-loop (CIBA) and fine-grained authorization for RAG.

• Browser Use

  Open-source library for agents that use the browser, plus a cloud offering of browser agents and managed browsers via SDK, REST or CDP.

• Browserbase

  Hosted headless-browser infrastructure that gives agents access to the whole web.

• Browserless

  Hosted or self-hosted (Docker) headless browsers for AI agents, reachable over MCP, Puppeteer or Playwright.

• Chroma

  Open-source search and data infrastructure for AI (vector database).

• Cognee

  Open-source AI memory platform for agents that turns documents and conversations into graph, vector and relational memory.

• Composio

  Tool platform for agents: 1,000+ toolkits with tool search, delegated authentication and sandboxed execution.

• Crawl4AI

  Open-source LLM-friendly web crawler and scraper that turns any website into clean Markdown; self-host or use the hosted cloud.

• Descope Agentic Identity Hub

  Manage authentication, authorization and external credentials for AI agents and MCP servers with Descope.

• FastMCP

  The fast, Pythonic framework for building MCP servers, clients and interactive applications.

• Graphiti

  Zep's open-source framework for building real-time knowledge graphs for AI agents.

• Hyperbrowser

  Fast cloud browsers for AI agents and automation, with an official MCP server.

• Kernel

  Browsers-as-a-service for web agents and automations: anti-bot handling, reusable sessions, fast spin-up and autoscaling.

• LanceDB

  Developer-friendly, open-source embedded retrieval library and multimodal lakehouse for AI.

• Letta

  Platform for stateful agents with memory, identity and the ability to learn over time (formerly MemGPT); terminal UI, App Server, desktop app and Agent SDK.

• Lightpanda

  Headless browser built from scratch for AI and automation, designed for speed and a minimal memory footprint.

• Mem0

  Memory layer for AI agents and apps: drop-in persistent memory that lets agents learn from past interactions.

• Milvus

  High-performance, cloud-native open-source vector database built for scalable approximate-nearest-neighbor search.

• Notte

  Cloud browser infrastructure and web automation platform for AI and coding agents.

• pgvector

  Open-source vector similarity search extension for Postgres.

• Pinecone

  Managed vector database for AI agents and applications: semantic search, knowledge retrieval and long-term memory at scale.

• Playwright

  Microsoft's framework for web testing and automation across Chromium, Firefox and WebKit with a single API.

• Playwright CLI

  CLI for common Playwright actions (record, inspect selectors, screenshots), recommended with skills as a token-efficient alternative to Playwright MCP for coding agents.

• Puppeteer

  JavaScript API for controlling Chrome and Firefox, commonly used for headless browser automation.

• Qdrant

  Open-source vector search engine and database written in Rust, self-hosted or as Qdrant Cloud.

• Skyvern

  Automates browser-based workflows with AI: describe tasks in plain English and Skyvern drives a real browser using vision.

• Stagehand

  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.

• Steel

  Open-source browser API and sandbox for AI agents, with managed cloud browsers offering stealth, proxies, CAPTCHA solving and session replays.

• Stytch Connected Apps (MCP auth)

  Stytch Connected Apps: authorization for remote MCP servers and connected agent integrations.

• Supermemory

  Memory and context engine for AI agents with a Memory API; can run fully locally or hosted.

• turbopuffer

  Vector and full-text search engine built from first principles on object storage, aimed at low cost and high scale.

• Weaviate

  Open-source vector database (written in Go) that stores both objects and vectors.

• WorkOS AuthKit for MCP

  WorkOS AuthKit guide and support for securing MCP servers that require authentication.

• Zep

  Unified context layer that combines business data, documents and conversations into governed context and memory for agents.