Mcp Memory Service

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

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Add to your client

Add to Cursor Add to VS Code

Claude Code — run this in your terminal:

claude mcp add memory -- uvx --from 'mcp-memory-service[sqlite]' memory server

Claude Desktop and other clients: paste this into the configuration file

{
  "mcpServers": {
    "memory": {
      "command": "uvx",
      "args": [
        "--from",
        "mcp-memory-service[sqlite]",
        "memory",
        "server"
      ]
    }
  }
}

Some arguments are placeholders from the README. Replace them with your own values.

Built from the configuration example in the project's README. The buttons open the app on your computer, which asks you to confirm before anything is added.

Install

pip install "mcp-memory-service[sqlite]"

uv tool install "mcp-memory-service[sqlite]"

claude mcp add memory -- memory server

Copied from the project's README. Read what it does before you run it.

README scanSafe

Nothing risky found in the commands its README asks you to run.

We scan the README only, not the code. A clean result is not proof of safety. How we scan

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Notes & knowledge

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View on GitHub

Repository

Stars: 2,127
Forks: 416
Last updated: Nov 14, 2026
License: Apache-2.0
Language: Python
Created: Dec 26, 2024
Open issues: 34
Quality score: A 79/100

doobidoo/mcp-memory-service

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