analyze_accountDeep intelligence on a TikTok or YouTube creator by handle. Returns viral DNA scores (viral_dna_score, replicability_score, originality_score, consist
score_hookScore a TikTok/Reels/Shorts hook against proven viral patterns. Returns a 0-100 score, percentile rank, matched viral pattern, three rewritten version
viral_remixTake a viral source video and produce a fresh script that mirrors its viral DNA — same scene structure, same energy pattern, different topic. Returns
trend_pulseSurface what is actually peaking in short-form video right now for a niche. Returns 3 rising opportunities (format/hook/style/topic) with QUALITATIVE
find_viral_templateFind proven viral templates in a niche with example videos. Returns niche-fit ranked templates with hook pattern, format structure, average views, and
match_voiceExtract a creator's voice DNA from 3+ reference samples (URLs or text) and rewrite a draft in their voice. Returns voice profile (energy, humor, vocab
predict_viralityScore a draft script for viral potential with a mitigation-aware adversarial second-pass. Returns optimistic_score (upstream self-grade), virality_sco
No proxied traffic observed for this host yet. Connect it at /connect and its grade gains a measured Reliability score + per-tool behavioral evidence — the half a static scan can't produce.
We re-grade hooklayer.dev on a schedule and alert your Slack/webhook the moment its tools change or its grade drops — rug-pull insurance for the connection.
Add the wmcp.sh trust oracle as an MCP server and call grade_mcp_server / check_mcp_drift in your agent's pre-connection gate:
https://wmcp.sh/mcp/trust
readOnly vs observed behavior) layer on via the wmcp.sh proxy.