io.github.khan-ashifur/hooklayer
io.github.khan-ashifur/hooklayer · v1.1.0 · MCP 2024-11-05
Viral-content intelligence for AI agents — 7 read-only MCP tools, evidence-layer scoring.
Reachability
reachable
checked 2026-07-14 04:07 UTC
Registry status active
Tools pinned 9
11d2564cdd3c
Tools last changed
unchanged since first capture 2026-07-14
Repo last push 2026-05-15
GitHub stars 0
Provenance
Registry namespace io.github.khan-ashifur
(GitHub-account verified by the official registry)
Repository
github.com/khan-ashifur/hooklayer
Website
https://hooklayer.dev
Remote endpoints
https://hooklayer.dev/api/mcp (streamable-http)
Observed changes
| When (UTC) | Event | Detail |
|---|---|---|
| 2026-07-14 04:07 | first capture | 9 tools pinned |
Pinned tool definitions (9)
| Tool | Description |
|---|---|
| analyze_account | Analyze a TikTok, YouTube, or Instagram creator by handle or channel ID. Returns viral DNA scores (viral_dna_score, replicability_score, originality_score, consistency_score, audience_fatigue), content patterns, format fingerprint, top... |
| score_hook | Score a TikTok, Reels, or Shorts hook against proven viral patterns. Returns a 0-100 score, percentile rank, matched pattern, strengths, weaknesses, and three improved hook variations. Use when the user has a draft hook to validate,... |
| viral_remix | Take a viral video and produce a fresh script that mirrors its structure and energy pattern for a new topic. Returns the extracted formula, scene-by-scene script with voiceover and visuals, camera directions, and text overlays. Use when... |
| trend_pulse | Research what is currently gaining traction in short-form content for a specific niche. Returns rising opportunities (formats, hooks, styles, topics) with growth signals, data sources, and saturated patterns to avoid. Use when the user... |
| find_viral_template | Find proven viral templates in a niche with example videos. Returns templates ranked by performance, including hook patterns, format structures, average views, and example URLs. Use when the user asks what's working in a niche or wants... |
| search_videos | Search for short-form videos by keyword across TikTok or Instagram. Returns up to 20 videos ranked by engagement, with view counts, likes, shares, comments, hashtags, author info, and URLs. Use when the user asks to find videos about a... |
| match_voice | Extract a creator's voice DNA from reference samples and rewrite a draft in their style. Requires at least 3 reference samples (video URLs or text). Returns voice profile (energy, humor, vocabulary, signature phrases), reusable prompt... |
| predict_virality | Score a draft script for viral potential with adversarial verification. Returns a virality score, recommendation (ship/rework/no-go), viral DNA breakdown with evidence, attack vectors analysis, and calibration metrics. Use when the user... |
| brief_to_blueprint | The 24-48hr Panic Button. Turns a brand brief that just landed into a defensible one-page creative blueprint the manager can forward to the creator AND to the brand contact — hook + template + hashtag combo + trend velocity check +... |
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