AI Prompt Guide

Verified Integration

Author: @turning•Category: ServerApplication

GitHub Repository

JSON-RPC 2.0

Protocol Standard

Sub-second

Execution Latency

Active

Operational Status

Client Configuration

— Connect AI Prompt Guide to Claude Desktop or Cursor in seconds

{
  "mcpServers": {
    "ai-prompt-guide": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-ai-prompt-guide"
      ],
      "env": {}
    }
  }
}

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows).

Architecture & Capabilities

System Overview

Transform Markdown documentation into an intelligent orchestration layer for AI agents, enabling task-driven workflows and intelligent context injection.

Indexed Date

7/21/2026

License

Open Source

Protocol Layer

stdio / SSE RPC

Frequently Asked Questions

Architecture and operational details for AI Prompt Guide

It employs a Context Workflow Engine that delivers the right amount of context based on the tool being used (e.g., `start_task` for full project methodology, `complete_task` for next steps) and task-level metadata, ensuring deterministic and explainable context engineering.

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