SERVER

proofmill

Rank #33,760

glama/heavnzor/heavnz0r-proofmill

Enables AI agents to propose and validate data-cleaning recipes, then receive four-way DuckDB comparisons that separate data, recipe, and interaction effects with exact decimal attribution and row-level provenance.

2 release tags
by heavnzor (2 servers)View repository ↗
First listed
Sep 18, 2026
Last publish date
Sep 22, 2026
PURPOSE

What you can do with proofmill

proofmill is a Model Context Protocol (MCP) server published by heavnzor. It ranks #33,760 of 167,945 active servers on MCP Toplist. proofmill is listed on Glama, with 2 release tags tracked from its GitHub repository. It was first listed on Sep 18, 2026 and most recently updated on Sep 22, 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 proofmill 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 proofmill

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by Glama, last synced Nov 3, 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 proofmill and confirm it works

Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.

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 heavnzor
View all heavnzor servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Sep 18, 2026
Latest release tag
Sep 22, 2026
Version history
2 release tags tracked (below)
Requirements evidence
Declared by Glama, last synced Nov 3, 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
Nov 3, 2026
Registry sightings
  • Glama ↗listed since Sep 19, 2026 · still listed

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

VERSIONS

GitHub releases (2)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

v0.1.0 · Sep 18, 2026v0.1.1 · Sep 22, 2026Sep 18, 2026Sep 22, 2026
VersionPublished
v0.1.1Sep 22, 2026
v0.1.0Sep 18, 2026
STANDING
#33,760of 167,945 active serversTop 25%

Ranks ahead of 134,185 of 167,945 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 167,945
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fheavnzor%2Fheavnz0r-proofmill.svg)](https://mcptoplist.com/server/glama%2Fheavnzor%2Fheavnz0r-proofmill)
HTML
<a href="https://mcptoplist.com/server/glama%2Fheavnzor%2Fheavnz0r-proofmill"><img src="https://mcptoplist.com/badge/glama%2Fheavnzor%2Fheavnz0r-proofmill.svg" alt="MCP Toplist: Top 25% of 167,945" /></a>

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

FAQ

Frequently asked questions

Who maintains proofmill?
proofmill is maintained by heavnzor, which publishes 2 MCP servers (4 total versions) tracked on MCP Toplist.
Is proofmill listed on the Official MCP Registry?
proofmill is not on the Official MCP Registry. It is listed on Glama.
How many versions does proofmill have?
No registry surfaces explicit version metadata for proofmill; MCP Toplist tracks 2 release tags from its GitHub repository, most recently published on Sep 22, 2026.
Where can I find the source code for proofmill?
The source code for proofmill is hosted at github.com/heavnzor/heavnz0r-proofmill.
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