← All launches
0 Report

Vouch

by FastDrop

MCP Verified 17 days ago Registry import free

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

Vouch — independently measured reliability scores for MCP tools, not self-reported claims. Official MCP Registry: io.github.AivaStack/vouchtools@0.1.0. Remote endpoint: https://vouch.tools/api/mcp

Problem it solves

Discoverable MCP server listed in the official MCP Registry.

How it's different

Remote MCP endpoint ingested from the official registry and probed by FastDrop.

Ingested from the official MCP Registry

FastDrop pulled this entry from the official MCP Registry as io.github.AivaStack/vouchtools and probed the endpoint. The maker did not submit it, so the outbound link is not endorsed and the description is not theirs.

If this is your server, claim the listing to edit it and take ownership. The registry index lists everything else still awaiting a probe.

Claim this listing

Tools this endpoint exposes

Read directly from the endpoint on 2 Oct 2026. Not supplied by the maker.

  • 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

Is this tool yours?

Claim this listing and we’ll verify ownership before handing it over.

Sign in to claim this listing

Matched on shared tags and the tools their MCP servers actually expose.

Reviews

Sign in to leave a review.

No reviews yet.

Comments

Sign in to join the discussion.

No comments yet - start the discussion.