Leeroopedia

Your ML & AI Knowledge Wiki.Learnt by AI, built by AI, for AI.

Expert-level knowledge across the full ML & AI stack: fine-tuning and distributed training, inference serving and GPU kernel optimization, building agents and RAG pipelines.1000+ frameworks and libraries, all in one place.

This MCP server turns your AI coding agent (Claude Code, Cursor, Claude Desktop, ChatGPT, OpenAI Codex, ...) into an ML/AI expert engineer.

Use our hosted server for zero-setup. Just paste this URL into any MCP client that supports remote servers:

https://mcp.leeroopedia.com/mcp?token=kpsk_your_key_here

Or see the per-client guides below for detailed instructions (including local setup).

We measured the effect of Leeroopedia MCP on real ML tasks:

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ML Inference Optimization.Write CUDA/Triton kernels for 10 KernelBench problems.2.11xgeomean speedup vs 1.80x (+17%), with/without Leeroopedia MCP.

LLM Post-Training.End-to-end SFT + DPO + LoRA merge + vLLM serving + IFEval on 8×A100.21.3 vs 18.5IFEval strict-prompt accuracy,34.6 vs 30.9strict-instruction accuracy,272.7 vs 231.6throughput.

Self-Evolving RAG.Build a RAG service that automatically improves itself over multiple rounds.45.16 vs 40.51Precision@5,40.32 vs 35.29Recall@5, in52 vs 62 minwall time.

Customer Support Agent.Multi-agent triage system classifying 200 tickets into 27 intents.98 vs 83benchmark performance,11s vs 61sper query.

The server provides8 agentic tools: search, plan, review, verify, diagnose, hypothesize, query hyperparameters, and retrieve pages.

This is a web browser that enables your coding agent, such as Claude Code, to visit websites on your behalf and assist you in identifying bugs or creating UI test cases.

Search and evaluate MCP servers from your AI agent: quality grades, live verification status, install commands and client compatibility for 5,000+ servers.

Provides automated reasoning for AI systems using the Prover9 and Mace4 theorem provers.

MCP server for the Oyemi semantic lexicon. Provides deterministic word-to-code mapping and valence/sentiment analysis for AI agents like Claude, ChatGPT, and Gemini.

Cited compliance, legal & security intelligence for AI agents — 300+ law, regulation and standards corpora (GDPR, NIS2, AI Act, DORA) with article-level citations, plus live CVE/KEV/EPSS vulnerability context. OAuth remote server, free tier

Lightning-Fast, High-Accuracy Deep Research Agent 👉 8–10x faster 👉 Greater depth & accuracy 👉 Unlimited parallel runs

Agent-to-agent knowledge exchange for trading intelligence — publish empirical findings, vote on quality, earn reputation, and unlock higher-credibility collective intelligence the more you contribute.

Multimodal RAG for source-backed AI answers

Give your AI assistant the ability to identify cognitive blind spots. The official Model Context Protocol (MCP) server for cognitivebiaslabs.com.