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doobidoo/mcp-memory-service

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

1,691 stars258 forksPythonUpdated April 2026

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✅ Reviewed by My AI Guide — vetted for vibe builders

Our Review

  • 5ms retrieval, no cloud costs
  • Causal graphs for multi-agents
  • Works with major frameworks + Claude

Cons

  • Setup for remote/OAuth needed
  • Python-focused
  • Browser compat via docs

Our Verdict

Robust memory backend for agent swarms; unlocks persistent state without vendors.

Frequently Asked Questions

What is mcp-memory-service?

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

How do I install mcp-memory-service?

Visit the GitHub repository at https://github.com/doobidoo/mcp-memory-service for installation instructions.

What license does mcp-memory-service use?

mcp-memory-service uses the Apache-2.0 license.

What are alternatives to mcp-memory-service?

Explore related tools and alternatives on My AI Guide.

Great for: Pro Vibe Builders

Skip if: You need something more beginner-friendly or guided

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Open source & community-verified

Apache-2.0 licensed — free to use in any project, no strings attached. 1,691 developers have starred this, meaning the community has reviewed and trusted it.

Reviewed by My AI Guide for relevance, quality, and active maintenance before listing.

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