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MCP Servers

A collection of MCP server examples developed with Java SDKs

A comprehensive set of samples of creating and using MCP servers and clients with .NET

A Model Context Protocol (MCP) server that allows you to create custom tools/functions at runtime in any programming language and expose them to Claude or other MCP clients.

Felix — single-binary AI agent gateway. Multi-provider LLM, persistent memory, MCP client, runs entirely on your hardware

Official COROS MCP server and Agent skills for integrating sports and health data into AI clients.

A production-ready API gateway for Model Context Protocol (MCP) servers, providing enterprise-grade infrastructure with authentication, logging, rate limiting, server discovery, and multi-protocol...

AutoGenesis is an AI-powered automated testing framework based on Model Context Protocol (MCP), supporting multiple platforms including desktop applications (Windows/macOS) and mobile applications...

A cross-platform AI desktop chat cowork app supporting 10+ LLM providers, RAG knowledge base, and MCP tools. Built with Electron + React + Mastra.

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens.

A Go adapter that bridges LangChain Go tools with Model Context Protocol (MCP) servers.

MCP Bundler is a macOS SwiftUI app for managing and running Agent Skills and Model Context Protocol (MCP) servers, with a headless stdio mode for CLI and automation workflows.

A CLI tool that generates Vercel AI SDK stubs for Model Context Protocol (MCP) tools. Think of it as "shadcn for MCP".
Agent Skills

Vetix — Automated scanning, identification, and assessment of SKILL security risks, based on Golang.

Sysdig agentic AI skills and plugins

Privacy-conscious Apple Health export analyzer with bilingual health and multi-sport training reports

An agent CLI plugin that marks up every prompt you type like a teacher with a red pen

Evidence-grounded, lightweight guardrails for strong coding agents—Fact, Plan, Execute, Review, and Handoff.

Bridge the gap between your codebase and your AI editor. CCM transforms static source code into a dynamic, queryable Knowledge Graph, enabling AI agents to navigate, understand, and reason about your...

Turn home photos into a cozy, interactive WebGL miniature home — a Codex Skill created with GPT 6 Astra.

humanizer, but for code — an agent skill that removes AI-generated code slop: duplicated helpers, try-import fallbacks, broad excepts, speculative abstractions. Test-gated, behavior-preserving.

Compile a GitHub identity into an animated, dark/light, self-hosted profile README.

Claude Code skill for rigorous academic paper writing, revision, and submission. Field-agnostic with per-paper journal overrides.

Agent Relay Protocol — Stateless WebSocket relay for autonomous agent communication

Easy, fast, and memory-efficient structure prediction inference