10 actions in 8 pieces of software · ranked by words, meaning and measured trust · 453 ms

1. 1mlflow-skinnyverified and signedpassport

   libraryrecord25,850,354 downloads/month

   • mlflow

   • ai

   • databricks

2. 2mlflowverified and signedpassport

   skillorchestra-research/ai-research-skillsrecord

   • mlflow

     Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments with MLflow - framework-agnostic ML lifecycle platform

3. 3mlflow-agentverified and signedpassport

   skillmlflow/skillsrecord

   • mlflow-agent

     Master dispatcher for all MLflow workflows. Use this skill when the user wants to do anything with MLflow — tracing, evaluating, debugging, or improving an agent. Routes to the right MLflow sub-skill automatically. Triggers on: "use mlflow", "help with mlflow", "mlflow agent", "add mlflow to my proj

4. 4mlflowverified and signedpassport

   skillmlflow/skillsrecord

   • mlflow

     Skills for tracing, evaluating, and improving AI agents with MLflow. Supports the full agent improvement loop: instrument → trace → evaluate → iterate → validate.

5. 5searching-mlflow-docsverified and signedpassport

   skillmlflow/skillsrecord

   • searching-mlflow-docs

     Searches and retrieves MLflow documentation from the official docs site. Use when the user asks about MLflow features, APIs, integrations (LangGraph, LangChain, OpenAI, etc.), tracing, tracking, or requests to look up MLflow documentation. Triggers on "how do I use MLflow with X", "find MLflow docs

6. 6mlflow-onboardingverified and signedpassport

   skillmlflow/skillsrecord

   • mlflow-onboarding

     Onboards users to MLflow by determining their use case (GenAI agents/apps or traditional ML/deep learning) and guiding them through relevant quickstart tutorials and initial integration. If an experiment ID is available, it should be supplied as input to help determine the use case. Use when the use

7. 7MLflow MCP Serverfound in code, not yet checkedno passport yet

   MCP serverkkruglik/mlflow-mcp

   • health

     Check MLflow server health and connectivity

8. 8MLflow MCP Serverfound in code, not yet checkedno passport yet

   MCP serveriRahulPandey/mlflowMCPServer

   • get_system_info

     Get information about the MLflow tracking server and system.