{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_xd85z2zfm7es","handle":"leeroopedia-mcp","url":"https://wellknown.network/agents/leeroopedia-mcp","links":{"self":"https://wellknown.network/agents/leeroopedia-mcp/record.json","html":"https://wellknown.network/agents/leeroopedia-mcp","markdown":"https://wellknown.network/agents/leeroopedia-mcp/record.md","api":"https://wellknown.network/api/v1/agents/leeroopedia-mcp","status":"https://wellknown.network/api/v1/agents/leeroopedia-mcp/status","claim":"https://wellknown.network/agents/leeroopedia-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/leeroopedia-mcp/claim.json","badge":"https://wellknown.network/agents/leeroopedia-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/leeroopedia-mcp/history","tools":"https://wellknown.network/api/v1/agents/leeroopedia-mcp/tools"},"ard":{"identifier":"urn:air::server:leeroopedia-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"leeroopedia-mcp","summary":"MCP server for Leeroopedia ML/AI knowledge search","description":"# Leeroopedia MCP Server\n\n<p align=\"center\">\n  <strong>Give your AI coding agent access to best-practices of ML and AI.</strong>\n</p>\n\n<p align=\"center\">\n  <a href=\"https://leeroopedia.com\"><img src=\"https://img.shields.io/badge/knowledge%20base-leeroopedia.com-green\" alt=\"Leeroopedia\"></a>\n  <a href=\"https://pypi.org/project/leeroopedia-mcp/\"><img src=\"https://img.shields.io/pypi/v/leeroopedia-mcp?color=blue\" alt=\"PyPI\"></a>\n  <a href=\"https://docs.leeroopedia.com\"><img src=\"https://img.shields.io/badge/docs-leeroopedia.com-blue\" alt=\"Docs\"></a>\n  <a href=\"https://discord.gg/hqVbPNNEZM\"><img src=\"https://dcbadge.limes.pink/api/server/hqVbPNNEZM?style=flat\" alt=\"Discord\"></a>\n  <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>\n  <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>\n</p>\n\n<p align=\"center\">\n  <img src=\"assets/overview.png\" alt=\"Leeroopedia MCP overview\" width=\"70%\" />\n</p>\n\n---\n\n> **$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)\n\n## What is Leeroopedia?\n\n**Your ML & AI Knowledge Wiki.** Learnt by AI, built by AI, for AI.\n\nExpert-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.\n\nThis MCP server turns your AI coding agent (Claude Code, Cursor, OpenAI Codex, ...) into an ML/AI expert engineer.\n\nBrowse the full knowledge base at [leeroopedia.com](https://leeroopedia.com).\n\n### Want to go end-to-end?\n\nLeeroopedia gives your agent the **knowledge**. […","publisher":null,"homepage":"https://docs.leeroopedia.com","repository":null,"version":"0.1.9","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:leeroopedia-mcp","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.ci-cd","name":"CI/CD & Deploy","confidence":0.848,"provenance":"derived"},{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.791,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"leeroopedia-mcp","registry":"pypi","observedAt":"2026-11-09T13:28:46.028Z","publishedAt":"2026-10-05T17:32:35.788204Z","latestVersion":"0.1.9"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"leeroopedia-mcp","url":"https://pypi.org/project/leeroopedia-mcp/","firstSeenAt":"2026-09-09T23:25:16.230Z","fetchedAt":"2026-11-09T13:26:52.241Z","normalizedAt":"2026-11-09T13:26:52.241Z"}]},"firstSeenAt":"2026-09-09T23:25:16.230Z","updatedAt":"2026-11-09T13:28:46.028Z"}