SERVER

evalgate

Rank #15,203

io.github.ipezygj/evalgate

Statistical checks an agent runs before trusting an AI eval number (is #1 real, judge bias, more).

1 version
1 GitHub stars
by ipezygj (3 servers)View repository ↗
Listed & last published
Jul 23, 2026
PURPOSE

What you can do with evalgate

evalgate is a Model Context Protocol (MCP) server published by ipezygj. It ranks #15,203 of 164,500 active servers on MCP Toplist, and its repository has 1 GitHub stars. evalgate is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Jul 23, 2026 and most recently updated on Jul 23, 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 evalgate 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 evalgate

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 the Official MCP Registry, last synced Oct 31, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect evalgate and confirm it works

Python package (PyPI)
claude mcp add evalgate -- uvx eval-integrity
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.

ALTERNATIVES

When to choose another server

Other servers by ipezygj
View all ipezygj servers →

No task-specific alternatives are catalogued for evalgateyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jul 23, 2026
Latest version published
Jul 23, 2026
Version history
1 version tracked (below)
Requirements evidence
Declared by the Official MCP Registry, last synced Oct 31, 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
Aug 12, 2026
Registry sightings
  • Official MCP ↗listed since Jul 23, 2026 · still listed
  • Glama ↗listed since Jul 29, 2026 · delisted, last seen Aug 12, 2026

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

VERSIONS

Available versions (1)

VersionPublished
0.4.1Jul 23, 2026
STANDING
#15,203of 164,500 active serversTop 10%

Ranks ahead of 149,297 of 164,500 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 10% of 164,500
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/io.github.ipezygj%2Fevalgate.svg)](https://mcptoplist.com/server/io.github.ipezygj%2Fevalgate)
HTML
<a href="https://mcptoplist.com/server/io.github.ipezygj%2Fevalgate"><img src="https://mcptoplist.com/badge/io.github.ipezygj%2Fevalgate.svg" alt="MCP Toplist: Top 10% of 164,500" /></a>

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

FAQ

Frequently asked questions

Who maintains evalgate?
evalgate is maintained by ipezygj, which publishes 3 MCP servers (5 total versions) tracked on MCP Toplist.
Is evalgate listed on the Official MCP Registry?
Yes — evalgate is listed on the Official MCP Registry, alongside Glama.
How many versions does evalgate have?
MCP Toplist tracks 1 version of evalgate, most recently published on Jul 23, 2026.
Where can I find the source code for evalgate?
The source code for evalgate is hosted at github.com/ipezygj/evalgate.
Used in projects

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