mcp-memory-service MCP Server
doobidoo/mcp-memory-service
Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
doobidoo/mcp-memory-service is a Python tool licensed under Apache-2.0. Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation. Topics: mcp, memory, semantic-search, vector-database, claude, vector-storage, sqlite-vec, mcp-server, model-context-protocol, agent-memory, agentic-ai, ai-agents, autogen, crewai, knowledge-graph, langgraph, long-term-memory, multi-agent, open-source, rag.
Ranked #132 out of 24840 indexed tools.
In the top 1% of all indexed tools.
Has 1,965 GitHub stars.
Has 103 contributors.
Actively maintained with commits in the last week.
Ecosystem
Score Breakdown
1,965 stars → well-known project
Last commit today → actively maintained
425/448 issues closed → responsive maintainer
103 contributors → active community
No dependents → no downstream usage
1,659 weekly installs → gaining traction
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
Badge all embed codes →
[](https://agentrank-ai.com/tool/doobidoo--mcp-memory-service/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) <a href="https://agentrank-ai.com/tool/doobidoo--mcp-memory-service/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/doobidoo--mcp-memory-service" alt="AgentRank"></a> Matched Queries
From the README
> ## This repository has moved to GitHub > > Active development, issues, pull requests, CI and releases are at > **https://github.com/doobidoo/mcp-memory-service** as of 5 September 2026. > > This copy stays here, readable and unchanged, so that existing links, issue > numbers and pull request references keep resolving. It receives no further > pushes and its CI no longer runs. Please do not open issues or pull requests > here, they will not be seen. > > The wiki moved too: https://github.com/doobidoo/mcp-memory-service/wiki # mcp-memory-service ## Persistent Shared Memory for AI Agent Pipelines Open-source memory backend for AI agents — **REST API, MCP, OAuth, CLI, dashboard**. One self-hosted service, every transport. 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** --- --- <div align="center"> <video src="https://mRead full README on GitHub →
Get the weekly AgentRank digest
Top movers, new tools, ecosystem insights — straight to your inbox.