MLflow MCP Server

Item: MLflow MCP Server
Rating: 45
Author: M8ven

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.

→ kkruglik/mlflow-mcp · listed on glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find.

Install from

Glama

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 1 concrete improvement we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/kkruglik-mlflow-mcp-1a0345)](https://m8ven.ai/mcp/kkruglik-mlflow-mcp-1a0345)

commit: 3702daea3e85ed78447ed9d5ff1f1be87559b09e

code hash: be1f51b34d72d1773c2ed16e1dab62463ef4b892dd1952262e4d6e2cac7bbe69

verified: 6/11/2026, 11:58:57 AM

view raw JSON →