io.github.johannesloor/muscle-memory
muscle-memory
Is the io.github.johannesloor/muscle-memory MCP server down? No. It answered initialize and tools/list in the probe of 2026-11-04.
MCP server that gives your agent a library of its own tested, reusable scripts.
alive probed 2026-11-14 · unchanged since 2026-11-04
- Run it
- uvx muscle-memory-mcp@0.1.1 (stdio, probed in a container with the network off)
- Host
- pypi.org
- Reports itself as
- muscle-memory 0.1.1
- Capabilities
- tools
- Instructions
- 383 characters
- Of a 1M window
- 0.1 % of a 1M context window
- Count
- 1.2k tokens in Claude Opus 5.5, exact, measured 2026-11-02. With the Claude Code prefix mcp__…__ on each tool name: 1.2k. The o200k_base estimate is 661. Counted again when the tool definitions change. Method.
- Repository
- https://github.com/johannesloor/muscle-memory
- Registry
- active, updated 2026-11-03 · registry entry
Most expensive tools
The Claude column scales the o200k estimate of each tool by this server's ratio of exact to estimate, 1.76×.
| Tool | ≈ Claude tokens | o200k estimate | Share of this server |
|---|---|---|---|
| mm_save | 612 | 347 | 52 % |
| mm_setup | 226 | 128 | 19 % |
| mm_run | 180 | 102 | 15 % |
| mm_list | 148 | 84 | 13 % |
Compare this server with others.
More servers
Other registry entries on pypi.org, the ones next to this name; all of them.
- Kindex io.github.jmcentire/kindex · crashed on start
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- Capitol Ledger io.github.joalbrecht/capitol-ledger-mcp · alive
- mediasense io.github.joaoestella/mediasense · alive
- Pacioli — the ERPNext broker you can hand the books io.github.john-broadway/pacioli · needs args
- Proximo — the governed client for Proxmox io.github.john-broadway/proximo-proxmox · alive
- io.github.johnbeans/ten · needs mcp<2
- io.github.johnmci/ClaudeSmalltalk · crashed on start
Servers that mention memory.
- AgentPlaybooks ai.agentplaybooks/agentplaybooks · needs auth
- Ambix ai.ambix/ambix · needs auth
- Atlaso Memory ai.atlaso/mcp · needs auth
- ai.butlerbrain/mcp · needs auth
- Contexel ai.contexel/contexel · needs auth
- Daystruct ai.daystruct.api/daystruct · alive
- DoneThat ai.donethat/donethat · needs auth
- ai.dataecho/mcp · alive
Badge for the README
The result of the latest probe, the tool count and the token cost. The feed has an entry for every probe that changed them.
A mail when this server changes
Stops answering, comes back, tool set or cost changes. One confirmation mail first, a stop link in every mail.
For the publisher
- The server answers initialize and tools/list. Nothing to fix.