mcpbeat

memo MCP Server

io.github.jagoff/memo
local only

memo runs on your own machine — the client starts it, so there is no endpoint to ping. 4 636 installs a week from pypi. Last commit 4 Aug 2026.

Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.

Installs per day peak 1 786 · avg 568 · -29% w/w
a month agotoday
4 636
Installs / week
pypi · mlx-memo
12
Stars
0 open issues
4 Aug 2026
Last commit
0 releases in 90 days
MIT
License
Python

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add memo -- uvx mlx-memo
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "memo": {
      "args": [
        "mlx-memo"
      ],
      "command": "uvx"
    }
  }
}
~/.codex/config.toml
[mcp_servers.memo]
command = "uvx"
args = ["mlx-memo"]
.cursor/mcp.json
{
  "mcpServers": {
    "memo": {
      "args": [
        "mlx-memo"
      ],
      "command": "uvx"
    }
  }
}
.vscode/mcp.json
{
  "mcpServers": {
    "memo": {
      "args": [
        "mlx-memo"
      ],
      "command": "uvx"
    }
  }
}

memo — questions

Answers built from our own checks of this server.

Why is there no uptime for memo?
memo runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package mlx-memo was installed 4 636 times last week.
How do I connect memo?
Copy the ready config from this page — we generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each with the file path that client actually reads. It runs locally, so the command pulls mlx-memo straight from pypi; nothing to host, nothing to sign up for.
How many people use memo?
The pypi package mlx-memo was installed 4 636 times in the last week. Week over week that is -29%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is memo open source?
Yes — it is published under the MIT licence, written in Python and 12 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.