DEVELOPERS

Plug TopicFinder into your AI

One key lets Claude or Cursor search outlier videos, read transcripts and write scripts in your voice.

What you can do

Search outlier videos

Filter the warehouse by topic, format, creator, views or outlier score.

Read transcripts

Full transcript, summary and stats for any video.

Browse creators

Handles, followers, niche and their best-performing reels.

Your profile & voice rules

Your niche, topics and voice blueprint, so the AI writes like you.

Your saved scripts

Saved videos and scripts with beats, hooks and framework.

Generate scripts

Turn any video or idea into a script in your voice. Uses your credits.

Connect

MCP server: https://demo.topicfinder.ai/api/mcp

claude mcp add --transport http topicfinder https://demo.topicfinder.ai/api/mcp --header "Authorization: Bearer <your key>"

ChatGPT connectors need OAuth. Coming later.

Auth & limits

  • Bearer key from Settings → MCP & AI access.
  • 600 requests/hour per key.
  • Generate uses your credits.