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ClosedLoop AI is built for the agentic stack. Connect Claude Code, Claude Desktop, Cowork, Cursor, or any MCP-compatible AI tool to your workspace, and Claude can query product intelligence, explore revenue-scored Themes, and trace insights back to real customer quotes.

Setup

1

Add the MCP

2

Authorize access

For Claude and Cursor, your AI tool will show an authorization link. Click it, and your browser opens the ClosedLoop AI sign-in page.Log in (or sign up), select your workspace, and click Connect.Machine-to-machine clients do not use this browser step. They authenticate with a signed JWT or shared secret and receive short-lived access tokens automatically.
In Claude Code, type /mcp to view connections and trigger authorization.
3

Ask your first question

Try one of these:
  • “What are the top customer pain points?”
  • “Show me deal blockers for enterprise customers”
  • “How has insight volume changed over the last 3 months?”
You should see results from your product intelligence data within seconds.

Example queries

Once connected, just ask your AI tool naturally:
  • “What are US entertainment customers frustrated about?”
  • “Which Themes have the most revenue at risk?”
  • “What are competitors doing better than us?”
  • “Build a PRD for calendar management based on customer evidence”

What you can do

Once connected, your AI tool has access to tools covering:
  • Overview & trends: aggregate counts, time-series, distribution by category/country/industry
  • Customer intelligence: search customer accounts, view profiles with deals and revenue context
  • Product intelligence: hybrid search across all insights with semantic matching
  • Strategic insights: satisfaction, churn risks, competitor mentions, buying behavior
  • Themes: recurring product problems ranked by business impact with revenue data

Core tools reference

See core tools with parameters and return values