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Vouch

io.github.AivaStack/vouchtools

Vouch — independently measured reliability scores for MCP tools, not self-reported claims.

This endpoint completed initialize and tools/list. No tool was called.

Rank
#2820
Score
82
Tool tokens
461
Tools
3

Tools

Token cost is the o200k count of the tools list JSON, including schemas, before any tool is called.

  • vouch_check

    Get an MCP tool's independently measured trust score before relying on it: real invocation trials, not self-reported metadata. Call this before adding a new MCP server to a project, or when deciding b

  • vouch_find

    Search Vouch's independently measured corpus of MCP tools by free-text query. Call this when choosing an MCP tool for a task and you want options ranked by measured reliability rather than popularity

  • vouch_compare

    Compare 2-5 MCP tools' measured behaviour side by side before picking one. Call this when weighing alternatives for the same task. Never collapses the comparison into a single ranked number — each too

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