SERVER

agent-eval

Rank #23,598

io.github.RudrenduPaul/agent-eval

Statistical regression testing for LLM agents: p-value, effect size, and CI on behavior change.

First listed
Jul 20, 2026
Last publish date
Aug 10, 2026
PURPOSE

What you can do with agent-eval

agent-eval is a Model Context Protocol (MCP) server published by RudrenduPaul. It ranks #23,598 of 144,396 active servers on MCP Toplist. agent-eval is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Jul 20, 2026 and most recently updated on Aug 10, 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 agent-eval 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 agent-eval

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 16, 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 agent-eval and confirm it works

Python package (PyPI)
claude mcp add agent-eval -- uvx --from agent-regress-cli agent-regress-cli agent-regress-mcp
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 RudrenduPaul
View all RudrenduPaul servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Jul 20, 2026
Latest version published
Aug 10, 2026
Version history
1 version tracked (below)
Requirements evidence
Declared by Glama, last synced Oct 16, 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 16, 2026
Registry sightings

Do you maintain agent-eval? to correct or enrich this profile.

VERSIONS

Available versions (1)

VersionPublished
0.1.8Aug 10, 2026
STANDING
#23,598of 144,396 active serversTop 25%

Ranks ahead of 120,798 of 144,396 servers on MCP Toplist.

BADGE

Show your rank

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MCP Toplist: Top 25% of 144,396
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FAQ

Frequently asked questions

Who maintains agent-eval?
agent-eval is maintained by RudrenduPaul, which publishes 35 MCP servers (35 total versions) tracked on MCP Toplist.
Is agent-eval listed on the Official MCP Registry?
Yes — agent-eval is listed on the Official MCP Registry, alongside Glama.
How many versions does agent-eval have?
MCP Toplist tracks 1 version of agent-eval, most recently published on Aug 10, 2026.
Where can I find the source code for agent-eval?
The source code for agent-eval is hosted at github.com/RudrenduPaul/agent-eval.
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