Ship a viral content workflow in 10 minutes
The /tools pages document each Hooklayer endpoint individually. These guides chain 2-3 tools into a complete workflow you can run from Claude Desktop, Cursor, or n8n. Each one is shippable in under 10 minutes with the free 50-credit tier.
Build a viral TikTok research pipeline in 10 minutes
If you're researching TikTok for a brand, a client, or your own channel, the workflow is the same: pull a creator's recent winners, surface the trends in their niche, and grab the proven viral templates you can adapt. This guide chains three Hooklayer MCP tools so Claude Desktop runs the whole pipeline from one chat — no scripts, no scrapers, no manual copy-paste.
analyze_account→trend_pulse→find_viral_templateBuild an AI content quality gate
AI-generated TikTok scripts have a slop problem: the model self-grades them as 90/100 even when they're generic. This guide chains two Hooklayer tools — score_hook on the opener, predict_virality on the full script — so an adversarial scorer rejects the slop before it ships. Calibration anchors enforce score discrimination so the gate is real, not theater.
score_hook→predict_viralityBuild a TikTok competitor analysis bot
If you're competing in a TikTok niche, knowing what's working for the top accounts is half the battle. This guide chains three Hooklayer tools — analyze_account for their viral DNA, match_voice for their style, viral_remix to turn their winning URLs into your scripts — so your bot tracks any handle's playbook automatically.
analyze_account→match_voice→viral_remix