# mispick MCP server

> Analyzes MCP tool definitions to identify and fix cases where AI models confuse one tool for another using confusion matrices and automated rewrites.

- Repository: https://github.com/msc35/mispick
- Page: https://hostedmcp.org/servers/msc35/mispick
- Transport: —
- Stars: 1
- License: MIT

## Environment variables

| Name | Required | Secret | Description |
|---|---|---|---|
| `MISPICK_BASE_URL` | no | no |  |

## FAQ

### Is it safe to run mispick on a server that performs destructive actions?

Yes, it is safe because it only reads the tool list and never actually executes a tool call.

### Does mispick require a paid API key to work?

No, it is free by default and can run on local models using Ollama.

### Can mispick detect if tools from different servers are being mixed up?

Yes, by pointing it at a full configuration file, it can report when requests for one server's tool are incorrectly answered by another server.