GH Repository · doobidoo
mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
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- 1,946
- 30-day movement
- +114/day
- Related entries
- 64
- Connections
- 4
python/uvpythonmulti-agentlanggraphragcrewaisemantic-searchknowledge-graphclaudemcpvector-storagesqlite-vecPythonagent-memorymodel-context-protocolopen-sourcememoryagentic-ailong-term-memoryvector-databaseai-agentsmcp-serverautogen
An MCP server that provides persistent, long-term memory for AI agents and Claude, exposing it through a REST API with knowledge-graph relationships and autonomous memory consolidation. It is built in Python and uses sqlite-vec for vector storage with semantic search.
You need a self-hosted, open-source memory layer that agents across frameworks like LangGraph, CrewAI, or AutoGen can share via MCP.
Use it to
- Add long-term memory to Claude via MCP
- Share persistent memory across multi-agent pipelines
- Run semantic search over stored agent memories
- Build knowledge-graph links between memories
- Let the service consolidate memories autonomously
For Developers building agent pipelines or Claude integrations
- Role
- mcp-server
- Language
- Python
- Licence
- Apache-2.0
- Forks
- 319
- Open issues
- 25
- Last push
- 2026-09-16
- Latest release
- v1.0.0 · 2025-07-27
- Skills shipped
- 4
topicsmcp-servermemorysemantic-searchvector-databaseknowledge-graphagent-memory