Koskamo

M3 Memory MCP

A local-first, cloud-friendly memory backend for AI agents that enables long-term memory retention across sessions. It supports hybrid search using FTS5, vector, and MMR techniques, and is compatible with various AI platforms including Claude, LangChain, and Gemini. The server operates fully offline by default, ensuring privacy and GDPR compliance without requiring cloud accounts.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

M3 Memory MCP logo, by skynetcmdCommunity listingLocal stdioSource reviewed; not executedPublished by skynetcmd
You need:pipx install m3-memorypip install m3-memory in a virtual environment
Vendor documentation

What you can do with it

  • Enable AI agents to remember user preferences and project details across sessions
  • Perform hybrid search (FTS5 + vector + MMR) for efficient information retrieval
  • Connect multiple AI agents like Claude and LangChain to a shared memory backend
  • Ensure data privacy by operating fully offline without cloud dependencies

Source and maintenance

Community listingRegistry 2026.10.25.0
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

m3-memory 2026.10.25.0

pypipython
m3-memory package definition
{
  "version": "2026.10.25.0",
  "transport": "stdio",
  "identifier": "m3-memory",
  "runtimeHint": "python",
  "registryType": "pypi"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Let your agent find its tools

Find servers like M3 Memory MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.