Search / io.github.AivaStack/vouchtools
Vouch
R0· no sign-inVouch — independently measured reliability scores for MCP tools, not self-reported claims.
v0.1.0 · active · repository · website · descriptor JSON · versions
Search / io.github.AivaStack/vouchtools
R0· no sign-inVouch — independently measured reliability scores for MCP tools, not self-reported claims.
v0.1.0 · active · repository · website · descriptor JSON · versions
{
"mcpServers": {
"vouchtools": {
"type": "http",
"url": "https://vouch.tools/api/mcp"
}
}
}claude mcp add --transport http vouchtools https://vouch.tools/api/mcp[mcp_servers.vouchtools]
url = "https://vouch.tools/api/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"vouchtools": {
"type": "remote",
"url": "https://vouch.tools/api/mcp",
"enabled": true
}
}
}{
"mcpServers": {
"vouchtools": {
"type": "http",
"url": "https://vouch.tools/api/mcp"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=vouchtools&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdm91Y2gudG9vbHMvYXBpL21jcCJ9"
}{
"servers": {
"vouchtools": {
"type": "http",
"url": "https://vouch.tools/api/mcp"
}
}
}{
"mcpServers": {
"vouchtools": {
"httpUrl": "https://vouch.tools/api/mcp"
}
}
}extensions:
"vouchtools":
enabled: true
name: "vouchtools"
type: streamable_http
uri: "https://vouch.tools/api/mcp"
timeout: 300
protocol.modernsupports 2026-07-28 (server/discover)protocol.statelessanswers without a sessionprotocol.transportstreamable HTTPprotocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every useauth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky onestools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: vouch_compare (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); vouch_find (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); vouch_check (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)tools.token_costabout 454 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changesno tool changes in 30 daysstability.rug_pullno tool changed its meaning under the same namedeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packageNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+repository +namespace-matches-repo +website +reachable +uptime-100% ~updated-47d-ago
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://vouch.tools/api/mcp streamable-http | none | yes | 100% | 318 ms | 2026-07-28 | 2026-10-19 |
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_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 same tier. |
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 + sample-call only). |
Schemas: list_tools.
{
"name": "io.github.AivaStack/vouchtools",
"title": "Vouch",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://vouch.tools/api/mcp",
"type": "streamable-http"
}
],
"version": "0.1.0",
"repository": {
"url": "https://github.com/AivaStack/vouchtools",
"source": "github"
},
"websiteUrl": "https://vouch.tools",
"description": "Vouch — independently measured reliability scores for MCP tools, not self-reported claims."
}