SERVER

Vouch

Rank #16,301

io.github.vouchdev/vouch

Git-native, review-gated knowledge base for LLM agents. Cited retrieval, audited writes.

1 version
64 GitHub stars
by vouchdev (1 servers)View repository ↗
First listed
Jun 26, 2026
Last publish date
Jul 7, 2026
PURPOSE

What you can do with Vouch

Vouch is a Model Context Protocol (MCP) server published by vouchdev. It ranks #16,301 of 162,851 active servers on MCP Toplist, and its repository has 64 GitHub stars. Vouch is listed across 3 registries — Official MCP, PulseMCP and Glama, with 1 tracked version. It was first listed on Jun 26, 2026 and most recently updated on Jul 7, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Vouch can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Vouch

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 29, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config
  • VOUCH_KB_PATH · optional
INSTALLATION AND FIRST TASK

Connect Vouch and confirm it works

Python package (PyPI)
claude mcp add vouch -e "VOUCH_KB_PATH=<your VOUCH_KB_PATH>" -- uvx vouch-kb serve

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jun 26, 2026
Latest version published
Jul 7, 2026
Version history
1 version tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 29, 2026. Not independently verified by MCP Toplist.
Profile checked
Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of
Oct 29, 2026
Registry sightings

Do you maintain Vouch? to correct or enrich this profile.

VERSIONS

Available versions (1)

VersionPublished
1.2.2Jul 7, 2026
STANDING
#16,301of 162,851 active serversTop 25%

Ranks ahead of 146,550 of 162,851 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 25% of 162,851
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.vouchdev%2Fvouch.svg)](https://mcptoplist.com/server/io.github.vouchdev%2Fvouch)
HTML
<a href="https://mcptoplist.com/server/io.github.vouchdev%2Fvouch"><img src="https://mcptoplist.com/badge/io.github.vouchdev%2Fvouch.svg" alt="MCP Toplist: Top 25% of 162,851" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Vouch?
Vouch is maintained by vouchdev, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
Is Vouch listed on the Official MCP Registry?
Yes — Vouch is listed on the Official MCP Registry, alongside PulseMCP and Glama.
How many versions does Vouch have?
MCP Toplist tracks 1 version of Vouch, most recently published on Jul 7, 2026.
Where can I find the source code for Vouch?
The source code for Vouch is hosted at github.com/vouchdev/vouch.
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