gut

by Kungie · Miscellaneous · ★ 7

gut is an MCP server by Kungie. Judgment calls as one line of Python, built for TypeSafe AI's Jev and running on any small model: likely / classify / rate → YES, NO or UNSURE. Also local NLI, local LLMs, Ollama, vLLM, OpenAI. It has 7 GitHub stars and ranks #2878 of 11627 in Miscellaneous by stars.

Category: Miscellaneous
Author: Kungie
GitHub stars: 7
This week: Tracking since 18 Oct 2026
Language: Python
License: Apache-2.0 (open source)
Last update: 2026-10-13 (11 days ago)
Links: Source PyPI

llm
python
small-language-models
zero-shot-classification
jev
jev-ai
typesafe

How to install gut

gut is published on PyPI as gutfeel-mcp, and it is listed in the official MCP Registry. These steps assume it runs as a local stdio server, which is the usual setup.

Check the README. Confirm the start command and note any API keys or environment variables it needs (pass them with -e KEY=value or an env block). You need uv for uvx.
Add it to Claude Code from a terminal:
```
claude mcp add gut -- uvx gutfeel-mcp
```

Or add it to Cursor or Claude Desktop in .cursor/mcp.json or claude_desktop_config.json:

{
  "mcpServers": {
    "gut": {
      "command": "uvx",
      "args": [
        "gutfeel-mcp"
      ]
    }
  }
}

Restart the client and check it. Run claude mcp list, or open the client's MCP settings, and confirm gut and its tools are listed. The install guide covers VS Code and Codex.

Also listed in

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Frequently asked questions

What is gut?

gut is an MCP server by Kungie in the Miscellaneous category. Judgment calls as one line of Python, built for TypeSafe AI's Jev and running on any small model: likely / classify / rate → YES, NO or UNSURE. Also local NLI, local LLMs, Ollama, vLLM, OpenAI. It has 7 GitHub stars and ranks #2878 of 11627 in Miscellaneous by stars.

Is gut free and open source?

Yes. gut is published under the Apache-2.0 license, so you can run, modify and self-host it at no cost. If it connects to a paid service, that service's own pricing and API terms still apply. Check the repository for the exact license text before using it commercially.

What are the alternatives to gut?

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Data last updated 25 October 2026. Stars and downloads are refreshed every day from GitHub and npm.

gut