mcp-human-loop
MCP server for human-AI collaboration scoring. mcp-human-loop is a Model Context Protocol (MCP) server maintained by boorich. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It is categorized under AI/Agent and Tool/Server.
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.
AIMCP authority
DR and traffic signal for the AIMCP public domain.
Frequently asked questions
What is the mcp-human-loop MCP server?
mcp-human-loop is a Model Context Protocol server from boorich. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.
How do I connect mcp-human-loop to my AI client?
Add mcp-human-loop to your client's MCP configuration using the stdio or SSE connection shown in the usage examples on this page, then restart the client to load the server.
Is mcp-human-loop free to use?
mcp-human-loop is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.
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