{
  "id": "surrealdb-agent-memory",
  "name": "SurrealDB Agent Memory",
  "category": "tools",
  "summary": "Managed memory and knowledge layer for agents on SurrealDB: facts with provenance and supersession, hybrid retrieval, and a built-in MCP server.",
  "description": "Conversations, documents and structured data become entities, attributes, relationships, instructions and sources stored together, with a tri-temporal model (system, known, valid time) in which corrections supersede old facts while the old fact is kept. Each Context serves REST and MCP (Streamable HTTP) at https://<context-host>/mcp with a static Bearer API key bound to that Context (no OAuth); tools: remember, recall, context, reflect, forget, upload, inspect. Python and TypeScript SDKs plus adapters for LangChain, OpenAI Agents, Vercel AI SDK and CrewAI. Plans: Sandbox free (3M tokens, one-off), Lite $30/month (1M tokens), Standard $300 (10M), Plus $1,100 (40M), Enterprise custom. SurrealDB reports a 77.2% BEAM 1M score.",
  "url": "https://surrealdb.com/agent-memory",
  "docs": "https://surrealdb.com/docs/agent-memory",
  "tags": [
    "memory",
    "knowledge-graph",
    "provenance",
    "mcp",
    "managed"
  ],
  "license": "proprietary",
  "pricing": "freemium",
  "status": "active",
  "agent_access": {
    "llms_txt": "https://surrealdb.com/llms.txt",
    "auth": "api-key",
    "notes": "Per-Context MCP endpoint https://<context-host>/mcp with Authorization: Bearer <context API key>."
  },
  "related": [
    "mem0",
    "zep",
    "letta",
    "hindsight"
  ],
  "sources": [
    "https://surrealdb.com/agent-memory",
    "https://surrealdb.com/docs/agent-memory/integrations/mcp-server/install",
    "https://surrealdb.com/blog/introducing-surrealdb-agent-memory",
    "https://surrealdb.com/llms.txt"
  ],
  "added": "2026-11-04",
  "updated": "2026-11-04",
  "last_verified": "2026-11-04",
  "submitted_by": "agentica-curator",
  "maintainer": "SurrealDB",
  "longform": [],
  "links": {
    "html": "https://indexagentica.com/entries/surrealdb-agent-memory/",
    "markdown": "https://indexagentica.com/entries/surrealdb-agent-memory.md",
    "json": "https://indexagentica.com/api/entries/surrealdb-agent-memory.json",
    "source": "https://github.com/Drudley/indexagentica/blob/main/content/tools/surrealdb-agent-memory.json"
  }
}