Automated Daily Upstream Sync • MCP Prompts Protocol

Universal AI System Prompts
as Model Context Protocol (MCP)

Give your AI agents instant access to 100+ battle-tested system prompts from Anthropic, OpenAI, Cursor, DeepSeek, and Google Gemini via standard MCP protocol.

$ npx system-prompts-mcp list

Curated AI Persona Library

Instantly inspect and adopt system instructions across major frontier models.

Claude 3.7 / Sonnet 4.6

Anthropic

Autonomous multi-file architecture, planning loops, and concise reasoning instructions.

system-prompts-mcp get anthropic/sonnet-4.6-reminders

Cursor Agent & Composer

Cursor

Targeted code refactoring, context-aware line diff editing, and file tree exploration.

system-prompts-mcp get cursor/cursor

DeepSeek V3 & R1

DeepSeek

Deep chain-of-thought mathematical reasoning, algorithmic analysis, and structured code synthesis.

system-prompts-mcp get deepseek/deepseek-v3

OpenAI o3 & Operator

OpenAI

Advanced step-by-step reasoning tokens, computer use, and structured function calling.

system-prompts-mcp get openai/chatgpt

Gemini 2.0 Flash / Pro

Google

High-speed multimodal grounding, tool execution planning, and live search synthesis.

system-prompts-mcp get google/gemini

Qwen 2.5 & OpenCode

Qwen

Open-weights coding expert instructions, multilingual understanding, and clean refactoring.

system-prompts-mcp get qwen/qwen

Connect to Your AI Agent

1-Click configurations for DeepSeek Harness, Claude Desktop, Cursor, and Windsurf.

Add to ~/.dsh/mcp.json or your project's .dsh/mcp.json:

{
  "mcpServers": {
    "system_prompts": {
      "command": "npx",
      "args": ["-y", "system-prompts-mcp", "serve"]
    }
  }
}

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "system_prompts": {
      "command": "npx",
      "args": ["-y", "system-prompts-mcp", "serve"]
    }
  }
}

Add to .cursor/mcp.json:

{
  "mcpServers": {
    "system_prompts": {
      "command": "npx",
      "args": ["-y", "system-prompts-mcp", "serve"]
    }
  }
}

Terminal CLI Commands

Explore, search, and run system prompts directly from command line.

Command Description Copy
npx system-prompts-mcp list List all 100+ discovered system prompts
npx system-prompts-mcp list Anthropic Filter prompts by vendor (Anthropic, OpenAI, Cursor, DeepSeek, etc.)
npx system-prompts-mcp get cursor/cursor Print the full system prompt markdown to stdout
npx system-prompts-mcp search "reasoning" Search prompts by keyword or domain
npx system-prompts-mcp serve Start the stdio Model Context Protocol (MCP) Server for agents
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