system-prompts-mcp-server

- 🔍Automatic Discovery– Every prompt inprompts/is automatically exposed as an MCP tool
- 🎯Model-Aware Suggestions– Get prompt recommendations based on your LLM (Claude, GPT, Gemini, etc.)
- 📚Comprehensive Collection– Access prompts from Devin, Cursor, Claude, GPT, and more
- 🚀Easy Setup– One-click install in Cursor or simple manual setup
- 🔧Extensible– Add your own prompts and they're automatically available

Ready to explore system prompts? Install in seconds:

npm install -g system-prompts-mcp-server # Or from source: git clone https://github.com/JamesANZ/system-prompts-and-models-of-ai-tools.git cd system-prompts-and-models-of-ai-tools && npm install && npm run build

- list_prompts– Browse available prompts with filters (service, flavor, provider)
- get_prompt_suggestion– Get ranked prompt suggestions for your LLM and keywords
- <service>-<variant>-<flavor>– Direct access to any prompt (e.g.,cursor-agent-system,devin-summary)

- Scansprompts/directory for.txt,.md,.yaml,.yml,.jsonfiles
- Each file becomes a dedicated MCP tool
- Infers metadata (service, variant, LLM family, persona hints)

- Each tool call includes a reminder for the model to embody the loaded prompt
- Helps models behave like the original service (Devin, Cursor, etc.)

cursor://anysphere.cursor-deeplink/mcp/install?name=system-prompts-mcp&config=eyJzeXN0ZW0tcHJvbXB0cy1tY3AiOnsiY29tbWFuZCI6Im5weCIsImFyZ3MiOlsiLXkiLCJzeXN0ZW0tcHJvbXB0cy1tY3Atc2VydmVyIl19fQ==

# Clone and build git clone https://github.com/JamesANZ/system-prompts-and-models-of-ai-tools.git cd system-prompts-and-models-of-ai-tools npm install npm run build # Run server npm start

macOS:~/Library/Application Support/Claude/claude_desktop_config.json
Windows:%APPDATA%\Claude\claude_desktop_config.json

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