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MCP SERVER

MLflow Prompt Registry

by B-Step62 ↗

Load prompt templates out of MLflow Prompt Registry and run them in your client, filled in with your variables.

Prompts, Skills & Instruction Packs
Summary
The prompts your team versions in MLflow, usable in the desktop client.

Templates stay where they are governed and get compiled on the way out with the variables you supply, so a repetitive workflow runs from the reviewed version rather than from a copy someone pasted into a chat months ago.

What it is

A server for MLflow Prompt Registry that lists the prompts stored there and compiles one with the arguments you pass.

What you get
  • The prompts available in the registry, with a filter and cursor-based pagination (list-prompts)
  • One prompt retrieved and compiled against a JSON object of variables (get-prompt)
  • Prompts surfaced through MCP's prompts interface, so they appear in the client for repetitive tasks and common workflows
Requirements

An MLflow server hosting the Prompt Registry — a recent mlflow, started with mlflow server — and its address in the environment. Built from source with npm install and npm run build.