Comet
Tools for evaluating, monitoring, and understanding ML and LLM systems
Documentation | Website | Opik Repository | Opik MCP Repository | Opik Agent & Prompt Optimization SDK
Comet builds open tools and infrastructure to help teams ship better models. From ML experiment tracking to LLM tracing and context-aware agents, we support developers across the entire AI lifecycle.
Getting Started
- 🔬 Explore Opik: Debug, trace, evaluate and monitor LLM apps and RAG pipelines
- 📈 Use Comet ML: Track experiments, datasets, models, and monitor production ML
- 🧪 Try real-world Examples: Notebooks, integrations, and how-tos
- ⚙️ Extend with opik-mcp: Opik + MCP integration for structured LLM evaluation
Projects
- opik – Open-source LLM evaluation & tracing framework
- comet-examples – Tutorials, notebooks, and example pipelines
- opik-mcp – MCP-powered context and eval framework for Opik
Contributing
We welcome contributions of all kinds – code, docs, feedback, and examples.
Start with any repo’s README and check out the open issues.
See our CONTRIBUTING.md for more information and guidelines.
Questions? Join us in Slack.
About
Comet is a platform built for ML and LLM developers.
We help teams build, debug, and monitor AI systems with transparency and control.
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Repositories
Showing 10 of 69 repositories
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opik Public
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
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opik-openclaw Public
🦞 Official plugin for OpenClaw that exports agent traces to Opik. See and monitor agent behaviour, cost, tokens, errors and more.
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nycto-repo-agent Public
Nycto is a Github Repository Agent that can respond to issues
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scout-repo-agent Public
Scout is a Github Repository Agent that can respond to issues
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comet-examples Public
Examples of Machine Learning code using Comet.ml
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opik-examples Public
Useful code snippets + demo examples for Opik