Record · mcp-memory-sMCP serverOpen sourceVerified Sep 23, 2026

MCP Memory Service

Self-hosted persistent memory for Claude and agent pipelines, over MCP, REST, OAuth and CLI.

Sources and review

Checked against public documentation on September 23, 2026. Suitability guidance is our editorial judgment; this is not a performance benchmark or an endorsement.

Repository and README

Best for

Sharing one long-term memory across several agents or frameworks without a cloud service.

About MCP Memory Service

MCP Memory Service is a self-hosted memory backend for AI agents. Agents store decisions and share causal knowledge graphs, with autonomous consolidation over time, through MCP, a REST API, OAuth, a CLI and a dashboard. It works with Claude Desktop and OpenCode as well as LangGraph, CrewAI and AutoGen pipelines.

MCP Memory Service is an open-source project written primarily in Python, with 2.0k stars on GitHub. It was last updated in September 2026.

Install

pip install mcp-memory-service

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