Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Experiment tracking, model registries, feature stores, workflow schedulers and deployment tooling.
Signals: mlops, machine-learning-operations, experiment-tracking, model-registry, feature-store, ml-platform, kubeflow, mlflow
202 results
The cross-harness self-improving memory layer for AI agents.
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.
RLinf: Reinforcement Learning Infrastructure for Embodied and Agentic AI
⚙️🦀 Build modular and scalable LLM Applications in Rust
See what your coding agents did and what it cost. Breaks each task down into work steps — tools used, files changed, tests run, time and tokens spent. Local-first dashboard for Claude Code, Codex, OpenCode, and more. No login, no telemetry.
Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..
☸️ The Open Testing Platform for AI-Driven Engineering Teams
The unified multimodal backend agents build with. Database, orchestration, and serving in one Python file.
OpenCode quota & tokens usage with zero context window pollution. Supports OpenCode Go, Cursor, GitHub Copilot, OpenAl, Kimi Code, Alibaba Coding Plan, Chutes Al, Google Antigravity, Z.ai Coding Plan and more.
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
A Python SDK for Vertex AI, a fully managed, end-to-end platform for data science and machine learning.
The Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure
LightlyStudio - The Unified Data Platform for Multimodal ML
The collaboration layer for AI teams: domain experts annotate and review agent behavior, engineers improve the agent from what they find.
Unified test intelligence platform with multi-format ingestion, real-time analytics, and AI-powered insights via LLM integration
🐢 Open-Source Evaluation & Testing library for LLM Agents
Nix packages for AI coding agents and development tools. Automatically updated daily.
The AI Compute Platform for frontier teams. SkyPilot turns fragmented AI compute into one AI supercomputer, so frontier AI teams build custom intelligence faster.
Machine Learning Pipelines for Kubeflow
Calculate prices for calling LLM inference APIs.
A platform for managing machine learning experiments
Your AI engineering org, governed. Ship agent-built code safely to production.
Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.
The open-source Render alternative — AI-native. Git push → build → deploy on your own infrastructure; agents are first-class users.
24,540 repositories in the index in total.
