Why agents use it
- Real humans, not data. User Intuition recruits from a 4M+ panel spanning 58 countries and runs AI-moderated voice, chat, and video interviews. Agents get genuine human signal — not scraped, not synthetic.
- The whole workflow is tools. Create studies, recruit and invite participants,
run interviews, and
generate_reportover results. - Two transports, two surfaces. stdio (Claude Desktop, Cursor, Claude Code,
VS Code — one
ui_sk_key) exposes the full 29-tool research surface below. Streamable HTTP + OAuth (the ChatGPT connector) exposes the 5-tool Human Signal surface only — by design, no research CRUD, PII, or payment tools are served over an OAuth bearer.

