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MCP Servers

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.

Model Context Protocol (MCP) server for controlled interaction with local console applications and remote SSH sessions, including output monitoring, error detection, and long-running workflows.

OWASP MCP Taxonomy

mcp tools for your favorite agent - be the best guide you can be

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

A Model Context Protocol (MCP) server for interacting with the Amazon Selling Partner API. This server provides tools and resources for accessing Amazon SP-API functionality through a standardized...

is a command-line tool that seamlessly generates production-ready Model Context Protocol (MCP) server boilerplate from your OpenAPI specifications, enabling you to easily expose your existing APIs as...

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

A Model Context Protocol server implementation for DataHub.

FastMCP for Google's langextract library

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

A CLI tool for quickly scaffolding Model Context Protocol (MCP) server applications with TypeScript support and modern development tooling
Agent Skills

MLX-VLM is a package for inference and fine-tuning of Vision Language Models (VLMs) on your Mac using MLX.

A curated collection of production-ready Hermes Agent skills — brainstorming, PRD workflows, debugging, Apple integrations, MLOps, document processing, and more.

Fully Open Framework for Democratized Multimodal Training

Your agents generate, deploy, and govern dashboards from any database, grounded in a context layer they can actually trust.

飞鼠格式 FlyingMouse Format - Windows 免费文件格式转换工具(离线可用,内置 FFmpeg/LibreOffice/Poppler/Tesseract)。图片/文档/表格/PPT/PDF/音视频/WPS 格式互转 + OCR + 批量转换;音频仅支持普通格式。作者:牢蜂(LaoFeng)|仅供个人免费使用,禁止商业售卖/转卖/套壳

Copy/paste detector for programming source code. Supports 224+ formats. AI-ready with MCP server and token-efficient reporter. Now with a Rust-powered engine — 24-37x faster.

A practical, visual-first guide to comparing AI agents, platforms, runtimes, and orchestration tools so you can shortlist the right options faster.

Expert code review skill: SOLID, security, performance, error handling, boundary conditions

A curated list of guides for integrating models into popular AI agent and coding-assistant tools.

The design language that makes your AI harness better at design.

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Awesome GitHub Repo 会收集整理 GitHub 上高质量、有趣的开源项目,并将他们进行归类。值得注意的是,不是简单的按照编程语言来分类,而是按照更有趣的分类方式,比如:有趣项目、沙雕项目、实战项目、学习项目、实用工具等等。同时欢迎通过 Pull Request 或者 issues 给我们推荐优秀好玩的开源项目。