8 MCP tools, one Bearer token.
Each tool is a single REST endpoint exposed as an MCP tool. Every score ships with cited evidence (signals[]), a would_fail_because counterfactual, and a quality field flagging degradation.
Deep TikTok or YouTube creator analysis returning viral DNA scores, format fingerprint, steal map, and a recommended_chain for agent auto-firing.
Score any TikTok hook 0-100 against viral patterns. Returns rewrites, calibration anchor, signals[] with evidence, and a counterfactual.
URL or transcript → fresh script mirroring the viral DNA. Returns scene-by-scene structure, camera shots, text overlays, and a verify_hook block.
Real-time rising opportunities + saturated patterns per niche. Aggregates Google Trends, YouTube velocity, Reddit hot, and internal corpus.
Niche-fit ranked templates with hook pattern, format structure, average views, and example URLs. Quality flag surfaces upstream degradation.
Extract voice DNA from reference samples and rewrite drafts in that voice. Returns voice_metrics (TTR, filler rate, signature phrases) plus a reusable prompt.
Score a draft script for viral potential with an adversarial check. Returns headline (skeptical) and optimistic scores, plus attack_vectors.
Keyword search across the live TikTok corpus. Returns up to 20 ranked videos for any query with views, likes, hashtags, posted_at, and source URLs you can chain into viral_remix.
Start with the flagship.
analyze_account returns a recommended_chain that auto-fires the next 3 calls. One prompt in, four tool outputs out.