mcp-human-loop
What is this MCP
This MCP is a human-loop server that intelligently manages when human intervention is needed in AI operations using a multi-dimensional scoring system. It evaluates requests through complexity, permission, risk, emotional intelligence, and confidence scores to determine if human review is required.
How to use this MCP
Install the server and configure scoring thresholds. AI agents submit requests which are automatically evaluated against the scoring criteria. The system routes requests to humans only when thresholds are exceeded, otherwise allowing autonomous agent actions.
What this MCP can be used for
This system is valuable for managing AI-human workflows in customer service, content moderation, financial approvals, healthcare decisions, and any scenario requiring reliable human oversight while maintaining operational efficiency.