Muscle Memory MCP Server

by johannesloor Your server? Claim it

local only

Muscle Memory runs on your own machine — the client starts it, so there is no endpoint to ping. 310 installs a week from pypi. Last commit 1 Nov 2026.

MCP server that gives your agent a library of its own tested, reusable scripts.

Installs per day peak 310 · avg 10

a month agotoday

310

Installs / week

pypi · muscle-memory-mcp

Stars

0 open issues

1 Nov 2026

Last commit

from GitHub

MIT

License

Python

Nothing serious here today

Today is the operative word: we check Muscle Memory every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

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.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add muscle-memory -- uvx muscle-memory-mcp

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "muscle-memory": {
      "command": "uvx",
      "args": [
        "muscle-memory-mcp"
      ]
    }
  }
}

~/.codex/config.toml

[mcp_servers.muscle-memory]
command = "uvx"
args = ["muscle-memory-mcp"]

.cursor/mcp.json

{
  "mcpServers": {
    "muscle-memory": {
      "command": "uvx",
      "args": [
        "muscle-memory-mcp"
      ]
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "muscle-memory": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "muscle-memory-mcp"
      ]
    }
  }
}

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Muscle Memory — questions

Answers built from our own checks of this server.

Why is there no uptime for Muscle Memory?

Muscle Memory 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 muscle-memory-mcp was installed 310 times last week.

How do I connect Muscle Memory?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls muscle-memory-mcp straight from pypi; nothing to host, nothing to sign up for.

How many people use Muscle Memory?

The pypi package muscle-memory-mcp was installed 310 times in the last week. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.

Is Muscle Memory open source?

Yes — it is published under the MIT licence, written in Python and 1 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.