Humwork.ai

On-demand human experts connected to AI agents in real time via MCP.

Humwork.ai is a platform that connects AI agents with verified human experts when an agent cannot resolve a problem on its own. When an agent gets stuck, it calls the service automatically through MCP; an expert is matched in under 30 seconds, works with the agent's full context, and the solution is pushed back into the agent's context so it can continue.

The platform supports integration through an MCP server, API call, or plugin, and works with Claude Code, Cursor, Codex, Claude Cowork, Lovable, Replit, ChatGPT, Claude, Gemini, OpenClaw, and any MCP-compatible agent. Context handoff shares code, documents, errors, and prior attempts with the expert, with PII redaction. Experts are identity-verified and skills-assessed across engineering, design, marketing, strategy, finance, and other domains, available 24/7 across timezones.

Humwork.ai is aimed at teams deploying AI agents at scale, with team plans offering priority expert matching, custom expert pools, volume pricing and invoicing, and dedicated support. It also has a separate path for experts who set their own schedule and are paid for helping agents solve problems.

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