SERVER

Comet ML MCP Server

Rank #32,190

glama/comet-ml/comet-mcp

Enables interaction with Comet ML's experiment tracking platform through the Model Context Protocol, providing tools for experiment management, project organization, and advanced search.

5 release tags
2 GitHub stars
by comet-ml (3 servers)View repository ↗
First listed
Nov 24, 2025
Last publish date
Jun 1, 2026
PURPOSE

What you can do with Comet ML MCP Server

Comet ML MCP Server is a Model Context Protocol (MCP) server published by comet-ml. It ranks #32,190 of 144,396 active servers on MCP Toplist, and its repository has 2 GitHub stars. Comet ML MCP Server is listed on Glama, with 5 release tags tracked from its GitHub repository. It was first listed on Nov 24, 2025 and most recently updated on Jun 1, 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 Comet ML MCP Server 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 Comet ML MCP Server

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 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 Comet ML MCP Server 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 comet-ml
View all comet-ml servers →

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

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Nov 24, 2025
Latest release tag
Jun 1, 2026
Version history
5 release tags 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
  • Glama ↗listed since May 31, 2026 · still listed

Do you maintain Comet ML MCP Server? to correct or enrich this profile.

VERSIONS

GitHub releases (5)

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

1.2.0 · Nov 24, 20251.3.0 · Dec 8, 20251.4.0 · Jan 22, 20261.4.1 · Apr 24, 20261.4.2 · Jun 1, 2026Nov 24, 2025Jun 1, 2026
VersionPublished
1.4.2Jun 1, 2026
1.4.1Apr 24, 2026
1.4.0Jan 22, 2026
1.3.0Dec 8, 2025
1.2.0Nov 24, 2025
STANDING
#32,190of 144,396 active serversTop 25%

Ranks ahead of 112,206 of 144,396 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 144,396
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fcomet-ml%2Fcomet-mcp.svg)](https://mcptoplist.com/server/glama%2Fcomet-ml%2Fcomet-mcp)
HTML
<a href="https://mcptoplist.com/server/glama%2Fcomet-ml%2Fcomet-mcp"><img src="https://mcptoplist.com/badge/glama%2Fcomet-ml%2Fcomet-mcp.svg" alt="MCP Toplist: Top 25% of 144,396" /></a>

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

FAQ

Frequently asked questions

Who maintains Comet ML MCP Server?
Comet ML MCP Server is maintained by comet-ml, which publishes 3 MCP servers (17 total versions) tracked on MCP Toplist.
Is Comet ML MCP Server listed on the Official MCP Registry?
Comet ML MCP Server is not on the Official MCP Registry. It is listed on Glama.
How many versions does Comet ML MCP Server have?
No registry surfaces explicit version metadata for Comet ML MCP Server; MCP Toplist tracks 5 release tags from its GitHub repository, most recently published on Jun 1, 2026.
Where can I find the source code for Comet ML MCP Server?
The source code for Comet ML MCP Server is hosted at github.com/comet-ml/comet-mcp.
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