For Programmer
Aids programmers in learning and understanding code through a Model Context Protocol server.
About
For Programmer is a Model Context Protocol (MCP) server designed to help programmers understand and learn code more effectively. It parses code using prompt templates, providing explanations, technical stack analysis, and best practice recommendations, making it easier for novice programmers to grasp complex code.
Key Features
- Supports multiple transport methods (stdio, SSE, streamable) based on MCP protocol
- Automatically converts prompts into tools, eliminating manual mapping
- Offers template variable replacement with conditional rendering
- 1 GitHub stars
- Allows defining prompt templates via YAML files
- Includes a built-in Express server with REST API
- Integrates with MCP Inspector for easier debugging
Use Cases
- Analyzing the technical stack of a project
- Explaining code snippets for better understanding
- Providing best practice suggestions for code improvement