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MCP-Server for Programmers

@zaizaizhao

Repository

Basic information

Category

Other

Transports

stdio

Author

zaizaizhao

About MCP-Server for Programmers

一个为程序员学习助力的Model Context Protocol服务器。

#mcp#mcp-server#mcp-prompts

MCP-Server for Programmers config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "mcp-for-programmer": {
      "command": "npx",
      "args": [
        "mcp-for-programmer"
      ]
    }
  }
}

MCP-Server for Programmers tools

3

帮助新手程序员理解代码，分析技术栈和最佳实践

基于用户提供的产品概念，自动生成结构完整的产品需求文档(PRD)和高保真交互原型，二者深度融合于一个单页HTML中，适合产品团队评审、路演和开发落地。

我正在刷typescript-challenge，根据我提供的ts代码段，分析这段TypeScript代码中使用的高级类型技术，提供最佳实践和使用场景示例，适合正在学习TypeScript类型系统的开发者

Overview

What is MCP-Server for Programmers?

MCP-Server for Programmers is a Model Context Protocol server designed to help programmers understand and learn code. It parses code through prompt templates, providing code explanations, technical stack analysis, and best practice suggestions to assist junior developers in grasping complex code.

How to use MCP-Server for Programmers?

Install via npm (npm install mcp-for-programmer) or clone the repository. Start the server using commands like npx mcp-for-programmer (stdio) or with flags for other transports: --transport sse --port 3322. Create YAML prompt templates in the prompts directory; they are automatically loaded and registered as tools. The server can also be debugged with MCP Inspector.

Key features of MCP-Server for Programmers

  • Supports multiple transports (stdio, SSE, streamable, HTTP Stream)
  • YAML prompt templates with variable substitution and conditional rendering
  • Automatic conversion of prompts into MCP tools
  • Built-in Express server providing REST API endpoints
  • Integration with MCP Inspector for easy debugging
  • Standardized prompt specifications for consistency and maintainability

Use cases of MCP-Server for Programmers

  • Explain code functionality and implementation details for any programming language
  • Analyze a project’s technical stack and architecture
  • Provide code optimization and best practice suggestions
  • Generate product requirement documents and prototype designs via prompts
  • Assist junior programmers in rapidly understanding unfamiliar codebases

Frequently asked questions

1

What transports are supported?

The server supports stdio, SSE, streamable, and HTTP Stream transports. Use the appropriate `--transport` flag when starting.

2

How do I create a new prompt template?

Create a `.yaml` file in the `prompts` directory following the schema defined in `prompt-schema.yaml`. The file must include a name, description, optional arguments, and messages.

3

What API endpoints are available?

The built-in Express server provides `GET /api/models`, `POST /api/query`, `GET /api/prompts`, and `GET /api/prompts/:filename` for querying models and managing prompts.

4

What are the runtime dependencies?

The project uses TypeScript, Node.js, Express.js, the Model Context Protocol SDK, Rollup for building, YAML parsing, and Zod for validation.

5

Where is the prompt data stored and is authentication required?

Prompt templates are stored locally as YAML files in the `prompts` directory. The README does not mention any authentication mechanisms for the server.

Comments

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