Vouch
io.github.aivastack/vouchtoolsVouch — independently measured reliability scores for MCP tools, not self-reported claims.
Watch this dependency
Get before/after evidence when observed tools, schemas, authentication access, availability or the endpoint changes.
Inspect evidence and set up a watch Share public evidence report
Score: 100/100
Handshake verified by our own probe.
why this score
Tools · 3
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…
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 …
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…
How to use
Add to your Claude Desktop / Cursor / Cline MCP config:
{
"mcpServers": {
"vouch": {
"url": "https://vouch.tools/api/mcp",
"transport": "streamable-http"
}
}
}