What is MCP Prompt Server?
MCP Prompt Server is an MCP-based server that provides preset prompt templates as tools (not MCP prompts) for tasks such as code review, API documentation generation, and code refactoring. It is designed for use with editors like Cline, Cursor, and Windsurf to help them execute tasks more efficiently.
How to use MCP Prompt Server?
Install dependencies with npm install in the prompt-server directory and start the server with npm start. The server runs on standard input/output and can be connected by Cursor, Windsurf, or other MCP clients. Configuration involves editing the editor’s MCP configuration file to point to the server’s entry script (src/index.js).
Key features of MCP Prompt Server
- Provides preset prompt templates as MCP tools.
- Supports dynamic parameter substitution in templates.
- Allows developers to freely add and modify prompt templates.
- Includes management tools:
reload_prompts and get_prompt_names.
- Optimized for integration with Cursor and Windsurf.
- All prompt templates defined in
src/prompts/ are exposed as tools.
Use cases of MCP Prompt Server
- Code review with language and code snippet arguments.
- API documentation generation for various programming languages.
- Code refactoring with targeted transformation guidance.
- Test case generation based on code input.
- Project architecture design and documentation.
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