Model Management Python Packages

mlflow-skinny

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

mlflow

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

mlflow-tracing

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

metaflow

Build, Manage and Deploy AI/ML Systems

metaflow-stubs

Build, Manage and Deploy AI/ML Systems

polyaxon-client

Polyaxon Clients & Langange SDKS

radlab-llm-router

LLM Router is a service that can be deployed on‑premises or in the cloud. It adds a layer between any application and the LLM provider. In real time it controls traffic, distributes a load among providers of a specific LLM, and enables analysis of outgoing requests from a security perspective (masking, anonymization, prohibited content).

nbox

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

racetrack-client

An opinionated framework for deploying, managing, and serving application workloads

mlflow-pri

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

mlflow-by-johnsnowlabs

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

mlflow-by-ckl

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

mcp-ollama-vllm

Two Model Context Protocol (MCP) servers for self-hosted, local AI: manage and train Ollama/vLLM models, and route questions and tasks to local LLMs through Claude, ChatGPT or local models. Use the compute of your existing hardware, and let the models tap data on your machines when you wire them in.

tungstenkit

ML container made simple

mcp-modelmanager

Two Model Context Protocol (MCP) servers for self-hosted, local AI: manage and train Ollama/vLLM models, and route questions and tasks to local LLMs through Claude, ChatGPT or local models. Use the compute of your existing hardware, and let the models tap data on your machines when you wire them in.

mlflow-tmp

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

comfy-vault-mcp

MCP server exposing comfy-vault's ComfyUI model tools to Claude and Codex.

abstraction-model

Resolve model weights and snapshots across stores with different naming conventions.

ollama-tool-cli

CLI to list, update, back up and restore Ollama models. Backups are plain zip files (manifest plus blobs) that can be copied to another machine; supports parallel jobs and background runs.

zoomaker

Zoomaker - Friendly house keeping for your AI model zoo and related resources

dainik

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

mlflow-devlibx

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

mlflow-by-johnsnowlabs-v2

The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.

lab-ml

A lightweight command line interface for the management of arbitrary machine learning tasks