Vouch

io.github.AivaStack/vouchtools · v0.1.0

Measured by MCP Station

Last check	Reachable
Checked at	—
Check success 7 / 30 days	—
First-try success 30 days	—
Median response	—
Lookups 30 days	—
Authentication	No auth
MCP version	2025-06-18
Rank score	—
Declared risk	Not declared (tools carry no read/destructive hints)
Capabilities declared	tools
Tool definitions	3 tools · with description 100% · input schema is an object 100% · read/destructive hints 0%

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

streamable-http · https://vouch.tools/api/mcp

claude mcp add --transport http vouchtools https://vouch.tools/api/mcp

{
  "mcpServers": {
    "vouchtools": {
      "url": "https://vouch.tools/api/mcp"
    }
  }
}

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 between two tools that do similar things. Look up by tool name, package, or server — free text.
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 — optionally filtered by measurement tier (deep = full behavioural battery, shallow = schema + sampl
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 tool keeps its own score and tier, and a caveat is surfaced when compared tools weren't measured at the

Repository · Website · JSON · Text for agents · Registry updated 2026-09-02