MLflow MCP Server
Rank #7,040glama/kkruglik/mlflow-mcp
A Model Context Protocol server that enables LLMs to interact with MLflow tracking servers, allowing users to query experiments, analyze runs, compare metrics, manage the model registry, and promote models through natural language.
MLflow MCP Server is a Model Context Protocol (MCP) server published by kkruglik. It ranks #7,040 of 132,046 servers tracked on MCP Toplist, and its repository has 15 GitHub stars. MLflow MCP Server is listed on Glama, with 6 release tags tracked from its GitHub repository. It was first listed on Feb 7, 2026 and most recently updated on Aug 8, 2026.
Ranks ahead of 125,006 of 132,046 servers on MCP Toplist.
Use MLflow MCP Server
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Fkkruglik%2Fmlflow-mcp)<a href="https://mcptoplist.com/server/glama%2Fkkruglik%2Fmlflow-mcp"><img src="https://mcptoplist.com/badge/glama%2Fkkruglik%2Fmlflow-mcp.svg" alt="MCP Toplist: Top 10% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
kkruglik
GitHub releases (6)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.4.1 | Aug 8, 2026 |
| v0.4.0 | Apr 22, 2026 |
| v0.3.0 | Apr 18, 2026 |
| v0.2.1 | Apr 17, 2026 |
| v0.2.0 | Apr 17, 2026 |
| v0.1.9 | Feb 7, 2026 |
Frequently asked questions
- Who maintains MLflow MCP Server?
- MLflow MCP Server is maintained by kkruglik, which publishes 1 MCP server (6 total versions) tracked on MCP Toplist.
- Is MLflow MCP Server listed on the Official MCP Registry?
- MLflow MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does MLflow MCP Server have?
- No registry surfaces explicit version metadata for MLflow MCP Server; MCP Toplist tracks 6 release tags from its GitHub repository, most recently published on Aug 8, 2026.
- Where can I find the source code for MLflow MCP Server?
- The source code for MLflow MCP Server is hosted at github.com/kkruglik/mlflow-mcp.
Do you run this server?
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