Clarify

About

Clarify provides a minimal Model Context Protocol (MCP) server designed to empower AI agents with human-in-the-loop capabilities. It exposes a single `ask_clarification` tool, allowing AI to pose structured questions and receive user input via MCP elicitation, making it compatible with popular MCP clients such as Cursor, VS Code, and Claude Desktop. This server simplifies the integration of human intelligence into AI workflows, ensuring clarity and accuracy in AI-driven tasks.

Key Features

• Cross-Client Compatibility
• Simple Question-Answer Interface
• Multiple Choice Support
• Pydantic Integration
• 0 GitHub stars

Use Cases

• Allowing AI agents to seek clarification on complex or ambiguous tasks.
• Enabling AI models to gather user input for critical decision-making processes.
• Facilitating human oversight and guidance in automated AI workflows.