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Ask the latest LLMs for advice on your project

Simple MCP server tutorial showing how to build memory tools for LLMs

Custom test matchers for Vitest and Jest to automate MCP assertions.

learn-mcp is a static website built with Docusaurus for easy documentation.

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Zed Editor Extension for Shortcut's MCP Server

A TypeScript example of MCP server-client communication over stdio.

NpmMcpServer is an Nx workspace for generating and managing libraries.

MCP Client for running server scripts; configure .env before use.

A complete SpringBoot AI MCP solution integrating Gaode weather service.

Notepad++ MCP Server for managing and enhancing Notepad++ plugins.

MCP server to manage your GitHub starred repositories

Shared API contracts and schemas for MCP Prompts ecosystem.

A lightweight napari plugin enabling remote API access via MCP.

MCP Server offers comprehensive resources for Backstage plugin development.

A Python template for quickly building Model Context Protocol (MCP) servers.

A base template for developing tools implementing the Model Context Protocol (MCP).

提供生产级API客户端韧性构建模式，涵盖重试逻辑、熔断器与优雅降级，助力系统稳定运行

nonebot-plugin-mcplayer-render: Query player info and render skins.

扮演资深系统架构师，为用户设计可扩展、可维护的软件架构，强制执行PEP8/ESLint等行业规范，融入安全与模块化最佳实践。

A Ruby on Rails app using ruby-mcp-client for MCP capabilities.

Mezon MCP Server enables LLMs to interact with Mezon channels securely.

MCP client implementation

Ruby gem for ScoutAPM API client and MCP server tools.

提供EVM链批量地址余额查询API,支持多链同步查询,简化Web3应用开发中的数据获取流程。

A Python tool for secure command execution using Google Gemini AI with FastMCP.

OntoPortal MCP Server for API integration with a lightweight async client.

A simple MCP (Model Context Protocol) client for testing MCP Server

专为Go开发者设计，聚焦goroutine泄漏、接口陷阱及并发竞态等高频Bug的可靠代码生成与审查辅助工具

基于Vapor框架的服务端请求测试代码自动生成工具,支持类型安全的请求响应验证和CRUD操作自动路由映射。

Sample code for the VIMD_IMAGE_SERVER backend service

A Python client for integrating with the X (Twitter) API via MCP.

A Docker-based MCP server for returning Nablarch information.

AI驱动的C语言安全助手，识别内存泄漏、缓冲区溢出、未定义行为等常见错误，提供详细解释和修复建议，帮助开发者编写更安全的代码。

Web UI for managing MCPO servers with dual input modes and auto-reload.

A Next.js project initialized with create-next-app for easy development.

Kenji is a TUI engine for games and apps, featuring AI integration and smooth rendering.

A server to capture screenshots of localhost URLs using Puppeteer.

A Model Context Protocol (MCP) server for analyzing code repositories with special tools for the Nostr protocol and NDK.

Chonost Manuscript OS is a modular platform for AI-assisted manuscript tooling with FastAPI and React.

MCP over MQTT specification for Node.js development.

A BuddyPress MCP server for managing activities, members, groups, and messages via REST API.

MCP919-LWJGL3-Gradle is a project for building and running Java applications using LWJGL 3.

通过自然语言描述生成并迭代优化浏览器端3D游戏，支持FPS、RPG、赛车、塔防等多种类型，无需编码即可快速出包。

A Python microservice for robust Telnet server interaction and session management.

提供TypeScript最佳实践编码规范,自动生成符合标准的代码,提升代码质量与团队协作效率。

Python modules for extracting all the text inside of an Unreal Engine .COPY file (which is a bunch of mumbo jumbo), and outputting clean text. (And an Ollama Python API and MCP).

A beginner-friendly MCP server providing real-time weather data for Claude Desktop.

MCP server for spec-driven development, supporting comment-based implementation and workflow management.