doobidoo/mcp-memory-service

1,720 stars · Last commit 2026-04-23

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

README preview

# mcp-memory-service

## Persistent Shared Memory for AI Agent Pipelines

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**

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[![License: Apache 2.0](https://img.shields.io/badge/License-Apache%202.0-blue.svg)](https://opensource.org/licenses/Apache-2.0)
[![PyPI version](https://img.shields.io/pypi/v/mcp-memory-service?color=blue&logo=pypi&logoColor=white)](https://pypi.org/project/mcp-memory-service/)
[![Python](https://img.shields.io/pypi/pyversions/mcp-memory-service?logo=python&logoColor=white)](https://pypi.org/project/mcp-memory-service/)
[![GitHub stars](https://img.shields.io/github/stars/doobidoo/mcp-memory-service?style=social)](https://github.com/doobidoo/mcp-memory-service/stargazers)
[![Works with LangGraph](https://img.shields.io/badge/Works%20with-LangGraph-green)](https://github.com/langchain-ai/langgraph)
[![Works with CrewAI](https://img.shields.io/badge/Works%20with-CrewAI-orange)](https://crewai.com)
[![Works with AutoGen](https://img.shields.io/badge/Works%20with-AutoGen-purple)](https://github.com/microsoft/autogen)
[![Works with Claude](https://img.shields.io/badge/Works%20with-Claude-blue)](https://claude.ai)

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