Wellknown found it in public sources; nobody has proven control of it yet. Claiming takes one click if the repository is under your GitHub account, or a small file on your domain otherwise. Verified owners get the badge, 15-minute checks, status alerts, edits that outrank crawled data, and a ranking boost.
Agents can do it too: POST https://wellknown.network/api/v1/claims with {"agent":"leeroopedia-mcp","method":"well_known_file"} — machine-readable steps at claim.json, guide at /docs/claim.
Everything here was measured by our prober or read from a registry. Nothing is self-reported.
Attributed to the source that supplied each field. Treated as claims, not facts.
# Leeroopedia MCP Server <p align="center"> <strong>Give your AI coding agent access to best-practices of ML and AI.</strong> </p> <p align="center"> <a href="https://leeroopedia.com"><img src="https://img.shields.io/badge/knowledge%20base-leeroopedia.com-green" alt="Leeroopedia"></a> <a href="https://pypi.org/project/leeroopedia-mcp/"><img src="https://img.shields.io/pypi/v/leeroopedia-mcp?color=blue" alt="PyPI"></a> <a href="https://docs.leeroopedia.com"><img src="https://img.shields.io/badge/docs-leeroopedia.com-blue" alt="Docs"></a> <a href="https://discord.gg/hqVbPNNEZM"><img src="https://dcbadge.limes.pink/api/server/hqVbPNNEZM?style=flat" alt="Discord"></a> <a href="https://github.com/Leeroo-AI/leeroopedia-mcp"><img src="https://img.shields.io/github/commit-activity/m/Leeroo-AI/leeroopedia-mcp" alt="GitHub commit activity"></a> <a href="https://www.ycombinator.com/companies/leeroo"><img src="https://img.shields.io/badge/Y%20Combinator-X25-orange?logo=ycombinator&logoColor=white" alt="Y Combinator X25"></a> </p> <p align="center"> <img src="assets/overview.png" alt="Leeroopedia MCP overview" width="70%" /> </p> --- > **$20 free credit on sign-up** : that's plenty of searches, plans, and diagnoses. Skip the guesswork on your next fine-tuning run or inference deployment. No credit card required. [Get your API key →](https://app.leeroopedia.com) ## What is Leeroopedia? **Your ML & AI Knowledge Wiki.** Learnt by AI, built by AI, for AI. Expert-level knowledge across the full ML & AI stack, from fine-tuning and distributed training, to inference serving and GPU kernel optimization, to building agents and RAG pipelines. **1000+ frameworks and libraries**, all in one place. This MCP server turns your AI coding agent (Claude Code, Cursor, OpenAI Codex, ...) into an ML/AI expert engineer. Browse the full knowledge base at [leeroopedia.com](https://leeroopedia.com). ### Want to go end-to-end? Leeroopedia gives your agent the **knowledge**. […
Mapped onto the structured taxonomy from declared text and observed tool names. Confidence shown for derived entries.
Every source is kept verbatim. Field changes are logged as events.