ask-human-for-context-mcp

# Ask Human for Context MCP Server > **Bridge the gap between AI and human intelligence** - A Model Context Protocol (MCP) server that enables AI assistants to ask humans for missing context during conversations and development workflows. [](https://www.python.org/downloads/) [](https://opensource.org/licenses/MIT) [](https://modelcontextprotocol.io/) ## 🤖 What is this? The **Ask Human for Context MCP Server** is a specialized tool that allows AI assistants (like Claude in Cursor) to pause their workflow and **ask you directly** for clarification, preferences, or missing information through native GUI dialogs. ### The Problem It Solves When AI assistants encounter situations where they need human input to proceed effectively, they typically either: - Make assumptions that might be wrong - Ask generic questions in the chat - Get stuck without clear direction This MCP server enables **true human-in-the-loop workflows** where the AI can: - ✅ Pause and ask for specific clarification - ✅ Present context about why information is needed - ✅ Get immediate, focused responses through native dialogs - ✅ Continue with confidence based on your input ## 🎯 Use Cases Perfect for scenarios where AI needs human guidance: - **Multiple Implementation Approaches**: "Should I use React or Vue for this component?" - **Technology Preferences**: "Which database would you prefer: PostgreSQL or MongoDB?" - **Domain-Specific Requirements**: "What's the maximum file size for uploads in your system?" - **User Experience Decisions**: "How should we handle errors - modal dialogs or inline messages?" - **Code Architecture**: "Should this be a microservice or part of the monolith?" - **Missing Context**: "What's the expected behavior when the API is down?" ## 🚀 Quick Start with Cur…