mcp-memory-service

by doobidoo · Python · ★ 1,753

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

#agent-memory#agentic-ai#ai-agents#autogen#claude#crewai#knowledge-graph#langgraph#long-term-memory#mcp#mcp-server#memory#model-context-protocol#multi-agent#open-source#rag#semantic-search#sqlite-vec#vector-database#vector-storage

Install

pip install git+https://github.com/doobidoo/mcp-memory-service.git

Claude Desktop config

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "mcp-memory-service": {
      "command": "uvx",
      "args": [
        "git+https://github.com/doobidoo/mcp-memory-service.git"
      ]
    }
  }
}

From the README

Open-source memory backend for multi-agent systems. Agents store decisions, share causal knowledge graphs, and retrieve context in 5ms — without cloud lock-in or API costs. **Works with LangGraph · CrewAI · AutoGen · any HTTP client · Claude Desktop · OpenCode** [](https://youtu.be/W34r8VFoSdQ) **[Watch the Web Dashboard Walkthrough on YouTube](https://youtu.be/W34r8VFoSdQ)** — Semantic search, tag browser, document ingestion, analytics, quality scoring, and API docs in under 2 minutes. --- Unlike desktop-only MCP servers, **mcp-memory-service supports Remote MCP** for native claude.ai in…

Read full README on GitHub →