# Leeroopedia MCP

## Docs

- [Benchmarks](https://docs.leeroopedia.com/docs/benchmarks.md): Real ML tasks where Claude Code builds better systems with Leeroopedia
- [ChatGPT](https://docs.leeroopedia.com/docs/connect/chatgpt.md): Connect Leeroopedia MCP to ChatGPT
- [Claude Code](https://docs.leeroopedia.com/docs/connect/claude-code.md): Connect Leeroopedia MCP to Claude Code
- [Claude Desktop](https://docs.leeroopedia.com/docs/connect/claude-desktop.md): Connect Leeroopedia MCP to Claude Desktop
- [OpenAI Codex](https://docs.leeroopedia.com/docs/connect/codex.md): Connect Leeroopedia MCP to OpenAI Codex CLI
- [Cursor](https://docs.leeroopedia.com/docs/connect/cursor.md): Connect Leeroopedia MCP to Cursor
- [Environment Variables](https://docs.leeroopedia.com/docs/environment-variables.md): Configuration reference for the Leeroopedia MCP server
- [How It Works](https://docs.leeroopedia.com/docs/how-it-works.md): Architecture and data flow of the Leeroopedia MCP server
- [Leeroopedia MCP](https://docs.leeroopedia.com/docs/index.md): Give your AI coding agent access to curated ML/AI knowledge
- [build_plan](https://docs.leeroopedia.com/docs/tools/build-plan.md): Build a step-by-step ML execution plan grounded in knowledge base evidence
- [diagnose_failure](https://docs.leeroopedia.com/docs/tools/diagnose-failure.md): Diagnose training/deployment failures using knowledge base evidence
- [get_page](https://docs.leeroopedia.com/docs/tools/get-page.md): Retrieve a specific knowledge base page by its exact ID
- [Tools Overview](https://docs.leeroopedia.com/docs/tools/overview.md): All 8 agentic tools provided by the Leeroopedia MCP server
- [propose_hypothesis](https://docs.leeroopedia.com/docs/tools/propose-hypothesis.md): Propose ranked approaches backed by knowledge base evidence
- [query_hyperparameter_priors](https://docs.leeroopedia.com/docs/tools/query-hyperparameter-priors.md): Query documented hyperparameter values, ranges, and tuning heuristics
- [review_plan](https://docs.leeroopedia.com/docs/tools/review-plan.md): Review a plan against knowledge base best practices
- [search_knowledge](https://docs.leeroopedia.com/docs/tools/search-knowledge.md): Search the knowledge base for framework docs, APIs, and best practices
- [verify_code_math](https://docs.leeroopedia.com/docs/tools/verify-code-math.md): Verify code correctness against authoritative ML/math descriptions
- [Troubleshooting](https://docs.leeroopedia.com/docs/troubleshooting.md): Common issues and how to fix them