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MCP Servers

MCP-Atlas evaluates how well AI agents use tools to complete real-world tasks, across 36 Model Context Protocol (MCP) servers in a reproducible Docker sandbox, scored with an LLM-as-judge.

Criado para fins educacionais no canal Código Fonte TV, este projeto demonstra como construir um servidor MCP com integração a APIs externas e validação de dados.

This repository contains a basic example of how to build an AI agent using the Model Context Protocol (MCP) with an open LLM (Meta Llama 3), OpenAI or Google Gemini, and a SQLite database.

A Model Context Protocol server implementation for DataHub.

A production-ready template for developing Model Context Protocol (MCP) servers using Python and FastMCP.

This is a starter template for creating your own Model Context Protocol (MCP) server that works with Puch AI. It comes with ready-to-use tools for job searching and image processing.

A simple Slack bot that uses the Model Context Protocol (MCP) to enhance its capabilities with external tools.

MCPCorpus is a comprehensive dataset for analyzing the Model Context Protocol (MCP) ecosystem, containing ~14K MCP servers and 300 MCP clients with 20+ normalized metadata attributes.

This add-in for Autodesk Fusion connects to the Aura Friday MCP-Link server, making Fusion available as a remote tool that AI agents can control. Official Store Link

mcp-rails is a Ruby on Rails gem that builds on top of the mcp-rb library to seamlessly integrate MCP (Model Context Protocol) servers into your Rails application.

Stardust is a desktop AI agent platform that combines a powerful chat interface with an extensible plugin system.

A TypeScript library providing OAuth2 authentication utilities for Model Context Protocol (MCP) clients.
Agent Skills

NERV-UI Typed React command-center components, plus a portable agent skill. Build original, sharp industrial dashboards, terminals, and flows in React without rebuilding the design system from...

Open-source AI job search: scan job portals, evaluate listings into a structured A-H report with a global 1-5 score, tailor your CV, track applications — runs locally in your AI coding CLI (Claude...

Give a production-grade UI transformation engine that operates directly inside your live codebase — without inventing duplicate style layers, alien dependencies, or per-page CSS drift.

AI 相关论文深度解读,每天中文解读前沿学术论文,涵盖 LLM、Agent、RAG、RL 等方向。

Academic Figures Drawer turns a paper, method description, codebase, or visual reference into a clear, editable, camera-ready academic figure.

Streamling is a columnar streaming runtime for real-time and historical data processing, extended through dynamically linked plugins.

CNBE-32 A Research Program for Auditable Chinese Structural Computing

Isolated, forkable computers for your AI agents. Millisecond microVM sandbox forking on Kubernetes: fork a running VM into parallel attempts and restore from memory in tens of milliseconds.

Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞

Production-grade Agent Skills for AI coding agents—composable workflows for planning, TDD, debugging, review, UI/UX, releases, incidents, and evals.

Rewrite frontier research using allegorical structural mapping.

An Agent Skill for building on Metaplex — the standard infrastructure for NFTs and tokens on Solana.