💻 编程开发 AI 工具

Markdown Spec MCP Server

One of Sitegeist.Pandora's boxes, providing MCP server components for interaction with the Neos Content Repository. Supposedly very powerful, with questionable results

Standardized event classes for MCP tool execution in PHP, zero dependencies.

通过开关模式强制AI执行严格编码工作流，涵盖目标澄清、规格定义、计划制定、TDD小步开发与结果验证全流程

HTTP wrapper for apple-mcp server - MCP Streamable HTTP transport with multiple concurrent clients

CN1 MCP is a Spring Boot server for Codename One tooling, supporting multiple platforms.

copilotkit mcp-server bridge

UI Components showcase using MVPBlocks, OriginUI and Kibo - Created with Marathon MCP servers

An MCP server for AI agents to interact with live Smalltalk objects.

Gemini MCP setup with GitHub server configuration

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为OpenClaw安装编码子代理，支持后台代码执行、测试驱动编辑、自动修复Bug及小型项目脚手架搭建。

MCP for Google Jules' API

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Elixir/Phoenix开发伴侣，集成mix test/credo/dialyzer运行与解读，自动生成GenServer、Supervisor等OTP模块，辅助Ecto查询与编译错误调试。

PowerShell script to run Strands MCP Persona Agent in Unreal Engine.

Minecraft Server Status MCP server that you can host as a Cloudflare Worker

# This is a repository exploring how to use AI IDE in conjunction with MCP to implement simple automated testing.

MCSLTeam.McProtocol is a protocol library for MCP Server, facilitating communication and data exchange.

基于Claude模型的代码审查和功能实现工具。支持代码质量分析、设计建议和自动化编程任务,提升开发效率。

MCP Server in Java 17 with weather tools and ChatGPT compatibility.

基于Exa语义搜索引擎，从GitHub、文档站和Stack Overflow中检索真实代码片段与用法示例，辅助开发者快速获取准确语法参考。

Towns Protocol专用机器人开发框架,集SDK初始化、斜杠命令、消息处理、区块链操作、交互表单、部署于一体的完整解决方案。

Nautilus是高性能算法交易平台,支持策略开发、历史回测、实盘交易。采用Rust编写确保毫秒级延迟,提供完整风控和多资产支持。

This is to integrate MCP with Routing Director

通过自然语言描述需求用AI构建软件，涵盖提示词技巧、工作流模式、规则文件配置及人工干预时机的系统化指南。

Minimal Claimable Proof Badge Contracts

Go-based Actor template for MCP service development with a basic framework.

专为Cadence Virtuoso Skill语言设计的AI辅助工具，提供API合法性校验、智能代码补全及函数用法查询，有效避免LLM幻觉导致的未定义函数调用错误。

A Python MCP server for Context7 API - search and download library documentation

MCP Server is a C# project template for creating and publishing MCP servers as NuGet packages.

支持Base64、URL编码、十六进制、Unicode、JWT、哈希校验及JSON/MessagePack/Protobuf等序列化格式的智能编解码与互转工具

A quickstart for creating an MCP-compatible API gateway with Lambda integration.

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Code Samples of how to use External Auth in Agents with Sitecore MCP.

通过渐进式索引和模块化架构指导,帮助开发者创建AI友好的项目结构,提升AI代码理解和生成质量。

A study of program structures for MCP Servers written in Python.

A monorepo for integrating Web Awesome components with AI via MCP.

自动扫描代码目录，识别技术栈与模块结构，一键生成含功能、场景、原理的规范项目介绍文档。

A powerful 'three-in-one' tool for converting MCP commands to PowerShell 7 compatible format.

mcp server config helper for claude code

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AI Agent协作平台，Agent可通过curl接口领取合约、编写代码、审查PR并积累信任评分，无需任何SDK即可参与协作生态。

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TypeScript JSON-RPC 2.0 client over stdio (child process) - clean and developer-friendly

通过Claude Agent直接生成Discord v2交互组件(按钮、下拉菜单、模态框),简化机器人开发流程,支持富文本布局。

星露谷物语Mod制作助手。支持CP和SMAPI两种Mod框架，自动生成项目结构、JSON配置、NPC对话，提供格式验证和编译功能，降低Mod开发门槛。

基于图结构协议为LLM Agent构建代码库长期结构化记忆，存储模块、函数等实体及其关系，支持跨会话持久导航与查询。

Exa MCP Server adapted for Heroku deployment

智能解析浏览器DevTools的Console错误、Network请求及Performance数据，快速定位CORS、慢加载、接口失败等前端问题并给出修复建议。