🌐 Enhance AI interactions by integrating Claude's Skills system with any model using this versatile Model Context Protocol server.

🚀 Automate iOS app testing and building with 21 scripts for seamless semantic navigation, ensuring reliability across UI changes and screen sizes.

🧪 Test MCP servers with AI agents and LLM judges to ensure seamless natural language interactions and effective performance evaluation.

AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.

The best way to create, deploy, and share MCP Servers

🚀 The fast, Pythonic way to build MCP servers and clients

Easily deploy Haystack pipelines as REST APIs and MCP Tools.

PostgreSQL MCP Server - 63 AI-native tools for query optimization, index tuning, EXPLAIN analysis, and database health. Features pgvector semantic search, PostGIS geospatial ops, JSONB manipulation, Database Tuning Advisor, HypoPG indexes, performance monitoring, backup/recovery, and 10 prompts with 11 intelligent resources.

An IOS Simulator Skill for ClaudeCode. Drop it into .claude/skills/ios-simulator-skill and it will let Claude drive the device. Prefers nav via accessibility over screenshots, for perf, but can use both.

开盒即用的优雅管理mcp服务 | 结合Agent框架 | 作者听劝 | 已发布pypi | Vue页面demo

mcp-semclone - Model Context Protocol Server for SEMCL.ONE

Model Context Protocol (MCP) server designed to allow AI agents within Cursor to interact with Jupyter Notebook (.ipynb) files

Python MCP server for Brandfetch that fetches brand data (logos, colors, details) by domain or search, with domain-first logo lookup and Brand API fallback.

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents

- A Vibe Coded Project - Connect Claude Code to local LLMs through LM Studio APIs via MCP bridge. Multi-model support, hot reload, dynamic MCP discovery. Access filesystem, database, web, git, and more. Zero API costs, full privacy, test coverage. Inspired by infinitimeless/LMStudio-MCP.

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with real-world offensive security capabilities.

MCPcat is an analytics platform for MCP server owners 🐱.

🧩 Build AI-powered MCP Tools with Azure Functions, Durable Agents & Cosmos vector search. Features orchestrated multi-agent workflows using OpenAI.

Maintained fork of MCP server for Sourcegraph codesearch

A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management. Enables LLMs to fetch PR details, analyse diffs, manage issues, and handle releases through a standardised interface