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hotato

Open-source, self-hosted conversation QA for voice agents. MIT.

attenlabsattenlabs/hotato★ 2Updated Jul 17, 2026

server.json

{
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "name": "io.github.attenlabs/hotato",
  "description": "Open-source, self-hosted conversation QA for voice agents. MIT.",
  "repository": {
    "url": "https://github.com/attenlabs/hotato",
    "source": "github",
    "id": "1290364502"
  },
  "version": "1.9.0",
  "websiteUrl": "https://hotato.dev",
  "packages": [
    {
      "registryType": "pypi",
      "registryBaseUrl": "https://pypi.org",
      "identifier": "hotato",
      "version": "1.9.0",
      "runtimeHint": "uvx",
      "transport": {
        "type": "stdio"
      },
      "packageArguments": [
        {
          "description": "uvx flag: install the named package (with extras) and run a console script from it, rather than the bare 'hotato' script",
          "value": "--from",
          "type": "positional"
        },
        {
          "description": "hotato with the mcp extra, so the hotato-mcp console script and its mcp>=1.2.0 dependency are installed",
          "value": "hotato[mcp]",
          "type": "positional"
        },
        {
          "description": "console script entry point: the hotato MCP server (voice_eval_run, proof-preserving counterexample tools, and read/verify/propose or clone-scoped fleet tools), stdio transport",
          "value": "hotato-mcp",
          "type": "positional"
        }
      ]
    }
  ]
}

Permissions

DeclaredDetected
Runs code—python
Installs—pypi:hotato@1.9.0
Runs install scripts—None
NetworkNoneNone
Needs credentialsNoneNone
Outside the workspace—None
Agent tools—None

Checks

Low risk · Nothing worth a warning was found.

Not reviewed by a person · Checked by rules; the model review is not switched on yet.

Versions

  1. #11.9.0latestOct 7, 2026