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Memory MCP

Teams that use several AI assistants and want shared context kept on their own machines.

  • Recommendedour rating
  • 25gitHub stars
  • MITlicence
  • 29 days agolast update
claude mcp add memory -- docker run --init -i --rm --memory=3g -v mcp-data:/data -v /absolute/path/to/your/project:/project:ro ghcr.io/pomazanbohdan/memory-mcp-1file:latest
README.md

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What it does

A single self-contained Rust binary that gives AI agents persistent memory with semantic and graph-based search. The database and the embedding model are built in, so it runs locally without an external database or API keys, and the data stays on the machine where it runs.

Use cases

  1. 01Keep project notes that agents can search by meaning
  2. 02Link related facts in a graph for later recall
  3. 03Use the same memory from more than one assistant

Questions about
Memory MCP.

What is Memory MCP used for?

Teams that use several AI assistants and want shared context kept on their own machines. A single self-contained Rust binary that gives AI agents persistent memory with semantic and graph-based search. The database and the embedding model are built in, so it runs locally without an external database or API keys, and the data stays on the machine where it runs.

How do I install Memory MCP?

Run this in your terminal: claude mcp add memory -- docker run --init -i --rm --memory=3g -v mcp-data:/data -v /absolute/path/to/your/project:/project:ro ghcr.io/pomazanbohdan/memory-mcp-1file:latest

Is Memory MCP open source?

Yes. The code is on GitHub (pomazanbohdan/memory-mcp-1file) under the MIT licence.

Is Memory MCP safe to use?

It passed our automatic scan for credential theft, hidden instructions and risky install commands. Third party open source software. Sabemos AI does not maintain it. Check the code and permissions before you connect it to company data.