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MCP Servers

is a powerful Terminal User Interface (TUI) for debugging, testing, and interacting with Model Context Protocol (MCP) servers.

A powerful Model Context Protocol (MCP) server implementation for seamless Apollo.io API integration, enabling AI assistants to interact with Apollo.io data.

A Server-Sent Events (SSE) implementation using FastAPI framework with Model Context Protocol (MCP) integration.

Simple MCP SDK in Java 8

Building Agents with LLM structured generation (BAML), MCP Tools, and 12-Factor Agents principles

Clojure/ClojureScript library for making MCP server and client

MCP bridge system optimized for Xiaozhi AI integration

A collection of AI-assisted automation tools for and , built around the Model Context Protocol (MCP).

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

This server enables interaction with , helping users automate and accelerate modeling workflows. It acts as a bridge between AI agents or MCP-compatible clients and Tekla, exposing resources and...

This Quarkus extension provides both declarative and programmatic APIs that enable developers to easily implement MCP[^1] server features.

Publish MATLAB functions as MCP tools for AI agents using MATLAB Production Server
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.

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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。