💻 编程开发 AI 工具

MCP-from-scratch is a project to build a custom MCP Server from the ground up.

This repository contains some of the mcp tools I have created for my personal use.

A guide to create a simple MCP Server.

A simple sample project for MCP Client and MCP Server using FastAPI.

A Python MCP server guiding agents through structured workflows with flexibility.

A demo of implementing MCP communication based on WebSocket using Next.js

Basic MCP Protocol implementaion

RR MCP Server for AI agents for .NET Analysis

ebl-mcp-client is a client for interacting with MCP Server.

A simple MCP protocol client for efficient server communication.

暂无描述

TypeScript MCP server for prompt cleaning and health checks.

A collection of examples for integrating Alloy's MCP servers in applications.

MCP Skills Server enables semantic search and management of coding skills.

MCP Code Assistant: A Python tool that scans project folders, analyzes code structure, and helps with debugging to improve developer productivity.

TypeScript MCP server that cleans prompts, redacts secrets, and normalizes output

Fabelis MCP Servers: Composable servers in Rust for easy local management.

DebuggerX is a JDWP proxy enabling multiple debuggers to connect to a JVM for collaborative debugging.

Model Context Protocol Servers

POCs y ejercicios de Strapi, n8n, Playwright, MCP, prompts y TypeScript para práctica Hazlo Ágil.

CobraMcp is a Go language toolkit for converting Cobra command-line applications into the Tool format of the Model Context Protocol (MCP).

Ready-to-use JSON configurations for MCP servers without credentials.

AI systems with ease using ready-to-use code snippets and tutorials from the AI Cookbook for developers at all levels.

Homebrew tap for installing the Obsidian MCP server on macOS.

🚀 MCP Server Template for Cloudflare Workers - Deploy globally in seconds with TypeScript and Inspector support

An MCP server for zopen

Run the @antv/mcp-server-chart locally with SSE or Streamable transport.

A Quarkus-based client for MCP servers, offering sentiment analysis and weather info.

暂无描述

Deploy a remote MCP server on Cloudflare Workers without authentication.

A Python-based MCP Server using FastMCP, ready for deployment on Render.

A NestJS boilerplate for LLM integrations with provider abstraction and real-time chat.

Curl MCP Server provides complete HTTP/HTTPS tools with authentication and file handling.

MCP tool that auto-generates merge request summaries from git logs.

一键初始化AI驱动的前端单元测试环境,支持React/Vue/TypeScript/Next.js,自动检测项目类型并生成最优测试配置,显著降低测试环境搭建成本。

A GitHub Trending monitoring tool using MCP to fetch and analyze AI projects.

MCP Framework with Batteries included

MCPDockerShell is a Python-based server for accessing 700+ docs and testing code in Docker.

CodeNav is an MCP server for Python code navigation and analysis using Jedi.

Example mcp server in typescript

A modern VSCode extension starter template with React, Tailwind CSS, and TypeScript.

A vibe coded toy MCP toolbox.

A NodeJs seervice to connect AWS bedrock Claude models to be used by Xcode with CoPilot

A Spring Boot 3.x template for quick-start with modern features and best practices.

MCP-based task manager backend using Node.js and Express.

Testing MCP server capacities.

Production-ready Python MCP server with OAuth 2.0, real-time SSE streaming, file operations, and weather API integration. Built with FastMCP and FastAPI.

Model Context Protocol server for HT (headless terminal) interactions

A hands-on learning repository for building AI-powered applications using Spring Boot and Spring AI. Covers prompt templating, advisors, streaming responses, MCP, and Retrieval-Augmented Generation (RAG) with vector databases and LLM integrations.

vibe coding an mcp client