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MCP Prompt Server Go
by smallnest
Convert high-quality prompt templates into MCP tools for effortless AI task execution in Cursor and Windsurf.
35 stars
Updated 1 year ago
Works in:CursorWindsurf
Exposes:ToolsPrompts
What it does\nThis server turns a library of prompt templates into callable MCP tools. Instead of copying and pasting long prompts, you can evoke specific templates (like PRD design or webpage generation) via natural language within your AI editor.\n\n## Tools\n- reload_prompts: Hot-reloads all prompt templates from the prompts directory.\n- get_prompt_names: Lists all currently available prompt templates.\n- Dynamic Tools: Every YAML/JSON file in the prompts/ directory is automatically exposed as a unique MCP tool.\n\n## Installation\nAdd the following to your claude_desktop_config.json:\n\njson\n{\n "mcpServers": {\n "prompt-server": {\n "command": "/path/to/mcp-prompt-server-go/bin/mcp-prompt-server",\n "args": [],\n "transport": "stdio"\n }\n }\n}\n\n\n## Supported hosts\nConfirmed support for Cursor, Windsurf, and Raycast.
Quick install
./build.sh && ./bin/mcp-prompt-serverInformation
- Pricing
- free
- Published
- 6/8/2026
- Updated
- 1 year ago
- stars
- 35
Categories
Choose your AI client and follow the steps below.
Cursor
Add to ~/.cursor/mcp_config.json: { "name": "Prompt Server", "command": "/path/to/mcp-prompt-server-go/bin/mcp-prompt-server", "args": [], "transport": "stdio" }Windsurf
Add to ~/.codeium/windsurf/mcp_config.json: { "prompt-server": { "command": "/path/to/mcp-prompt-server-go/bin/mcp-prompt-server", "args": [], "transport": "stdio" } }





