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ZenlixAI/hitl-mcp

A production-ready, state-persistent MCP server for Human-in-the-Loop (HITL) interaction. Enables AI agents to suspend execution, ask structured questions to users, and resume contextually across sessions — friendly with ACP.

Open on GitHub

2Stars on the repository

17Mods indexed here, across every type

1mo agoLast push, which is what freshness is scored on

MITLicence, which decides whether bodies are shown

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analyzer

ZenlixAI/hitl-mcp

Agent Codex

Analyze blind comparison results to understand WHY the winner won and generate improvement suggestions.

not rated 2 1mo ago A 0 tokens copy · 100% MIT

comparator

ZenlixAI/hitl-mcp

Agent Codex

Compare two outputs WITHOUT knowing which skill produced them.

not rated 2 1mo ago A 0 tokens copy · 100% MIT

grader

ZenlixAI/hitl-mcp

Agent Codex

Evaluate expectations against an execution transcript and outputs.

not rated 2 1mo ago A 0 tokens copy · 100% MIT