rate_tool
ActiveTool of IA-QA — 130+ QA & Dev Tools for AI Agents
Give honest usage feedback on an IA-QA MCP tool. Provide a score (1-5) and a comment. Rate low (1-2) if the tool was wrong, irrelevant, or a poor fit; rate high (4-5) only if it genuinely solved your need. Ratings are aggregated on a public dashboard at /devtools/mcp-ratings. Skip rating routine successes — we want signal, not praise. Example: rate_tool({ tool_name: "format_json", score: 2, comment: "Tried to pretty-print a JSON5 file, it rejected trailing commas — not usable for my case." })
Parameters schema
{
"type": "object",
"required": [
"tool_name",
"score"
],
"properties": {
"score": {
"type": "number",
"maximum": 5,
"minimum": 1,
"description": "Rating from 1 (poor) to 5 (excellent)"
},
"comment": {
"type": "string",
"description": "Strongly encouraged — explain what you were trying to do and whether the tool got you there. Be specific about what was missing, wrong, or a poor fit. This is the most valuable part of the rating (max 500 chars)."
},
"tool_name": {
"type": "string",
"description": "Name of the MCP tool to rate (e.g. \"format_json\", \"shield_analyze\")"
}
}
}No endpoints wrapped at confidence ≥ 0.50.
Parent server
IA-QA — 130+ QA & Dev Tools for AI Agents
https://github.com/jcjamet/ia-qa
1/7 registries