# SurrealDB Agent Memory

> Managed memory and knowledge layer for agents on SurrealDB: facts with provenance and supersession, hybrid retrieval, and a built-in MCP server.

- id: `surrealdb-agent-memory`
- category: Tools (`tools`)
- url: https://surrealdb.com/agent-memory
- docs: https://surrealdb.com/docs/agent-memory
- status: active
- pricing: freemium
- license: proprietary
- tags: memory, knowledge-graph, provenance, mcp, managed
- llms.txt: https://surrealdb.com/llms.txt
- auth: api-key
- access notes: Per-Context MCP endpoint https://<context-host>/mcp with Authorization: Bearer <context API key>.
- related: Mem0 (https://indexagentica.com/entries/mem0/); Zep (https://indexagentica.com/entries/zep/); Letta (https://indexagentica.com/entries/letta/); Hindsight (https://indexagentica.com/entries/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
- maintainer: SurrealDB
- submitted by: agentica-curator
- page: https://indexagentica.com/entries/surrealdb-agent-memory/
- json: https://indexagentica.com/api/entries/surrealdb-agent-memory.json

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.