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mcp-prompt-server

MCP.Pizza Chef: gdli6177

Eight templates ship in the box: code review, documentation, refactoring, test writing, architecture notes, a writing helper, a template maker, and a walkthrough for building your own server. Each is a plain text file you can open and edit, and new ones you drop into the folder are picked up automatically. The authors have stopped adding features and now point people to their paid hosted service at mypromptmcp.com; nothing here has changed since July 2025. Setup means downloading the project and pointing your editor at it.

Deprecated · authors stopped adding features; point to paid mypromptmcp.com
Coding
Writing

Use This MCP server To

Run a consistent code review without retyping the same instructions Draft documentation for a function I paste in Generate test cases from a piece of code Save my own prompt as a reusable template Get a refactoring plan in the same format every time

README

MCP Prompt Server

🚀 重要升级通知！

我们基于基于 MCP Prompt Server 使用场景，推出全新升级服务：mypromptmcp.com。

通过该平台，您可以在线自由管理自己的 prompt 提示词，并且允许灵活组合、打包成 MCP 服务，轻松集成到不同的 AI Agent 或工具中（如 Cursor、Windsurf、Cline 等），实现跨平台调用和高效协作。

立即体验更强大的 prompt 管理与分发能力，访问 mypromptmcp.com 了解详情！

⚠️ 重要提醒：

MCP Prompt Server 依然可以正常使用，但后续我们将不再进行功能升级和维护。如果您希望持续获得最新的功能和体验，建议迁移并使用 mypromptmcp.com。

English Version

这是一个基于Model Context Protocol (MCP)的服务器，用于根据用户任务需求提供预设的prompt模板，帮助Cline/Cursor/Windsurf...更高效地执行各种任务。服务器将预设的prompt作为工具(tools)返回，以便在Cursor和Windsurf等编辑器中更好地使用。

功能特点

  • 提供预设的prompt模板，可用于代码审查、API文档生成、代码重构等任务
  • 将所有prompt模板作为MCP工具(tools)提供，而非MCP prompts格式
  • 支持动态参数替换，使prompt模板更加灵活
  • 允许开发者自由添加和修改prompt模板
  • 提供工具API，可重新加载prompt和查询可用prompt
  • 专为Cursor和Windsurf等编辑器优化，提供更好的集成体验

目录结构

prompt-server/
├── package.json         # 项目依赖和脚本
├── src/                 # 源代码目录
│   ├── index.js         # 服务器入口文件
│   └── prompts/         # 预设prompt模板目录
│       ├── code_review.yaml
│       ├── api_documentation.yaml
│       ├── code_refactoring.yaml
│       ├── test_case_generator.yaml
│       └── project_architecture.yaml
└── README.md            # 项目说明文档

安装和使用

  1. 安装依赖：
cd prompt-server
npm install
  1. 启动服务器：
npm start

服务器将在标准输入/输出上运行，可以被Cursor、Windsurf或其他MCP客户端连接。

mcp-prompt-server FAQ

Is this still being maintained?
No. The authors say they have stopped adding features and recommend their paid hosted service, mypromptmcp.com, instead. The last code change here was July 2025, and what exists still runs.
Can I add my own prompts?
Yes. Drop a plain text file into the prompts folder with your wording and a few blanks to fill in, then ask it to reload.
Do I need an account or key?
No. It runs entirely on your own machine and costs nothing.
Which apps does it work in?
Cursor, Windsurf and Cline have written instructions, and other apps that accept a local command will work too.
How hard is setup?
Harder than most. You download the project, run an install command, then point your editor at the folder on your disk — there is no one-line install.
Is it only useful for programmers?
Mostly. Seven of the eight templates are developer chores; one is a general writing helper.
Is the documentation in English?
The main readme is in Chinese, with an English version in the same folder.