Hooklayer
Hooklayer — Live TikTok Creator Intelligence for AI Agents
Hooklayer is the viral content intelligence layer for AI agents. Pull real performance data from any TikTok handle in seconds — viral DNA scoring, replicability analysis, format fingerprints, top videos, hook patterns, and a stealable steal_map.
What makes Hooklayer different
Most viral content APIs return raw scrapes — you still have to figure out what to do with the data. Hooklayer returns an agentic chain: one tool call surfaces the next 3 tool calls, with parameters pre-filled. Your agent reads it and chains automatically. No prompt engineering, no glue code.
The 7 MCP Tools
🎯 analyze_account (5 credits) — The agentic anchor
Deep intelligence on a TikTok creator by handle. Returns viral_dna scores, replicability_score, originality_score, consistency_score, audience_fatigue, format fingerprint, top 5 videos, content gaps, and the flagship recommended_chain field that pre-fills the next 3 tool calls.
⚡ score_hook (1 credit)
Score any TikTok/Reels/Shorts hook against proven viral patterns. Returns 0-100 score, percentile rank, matched viral pattern, three rewritten versions at higher quality, and a one-sentence verdict.
🎬 viral_remix (3 credits)
Take a viral source video URL or transcript. Produces a fresh script that mirrors its viral DNA — same scene structure, same energy pattern, different topic. Returns extracted formula, scene-by-scene script, camera shots, text overlays.
📈 trend_pulse (1 credit)
Surface what is actually peaking in short-form video right now for a given niche. Returns 3 rising opportunities (format/hook/style/topic) with growth rates and "what to do" suggestions, plus 2 saturated patterns to avoid.
🔍 find_viral_template (1 credit)
Find proven viral templates in a niche with example videos. Returns niche-fit ranked templates with hook patterns, structure, and real example URLs.
🎙️ match_voice (2 credits)
Extract a creator's voice DNA from 3+ reference samples (URLs or text). Rewrites any draft in their voice — energy level, sentence length, vocabulary, signature moves.
🔮 predict_virality (2 credits)
Score a draft script for viral potential before recording. Returns score, retention diagnosis, pattern interrupts, share triggers, and revision suggestions.
The Agentic Chain Pattern
Call analyze_account once. The response includes a recommended_chain field:
{
"viral_dna_score": 87,
"recommended_chain": [
{
"tool": "match_voice",
"params": { "draft": "<<<USER_DRAFT>>>", "reference_samples": [...] },
"reason": "High-signal voice DNA — consistent across top 5 videos"
},
{
"tool": "trend_pulse",
"params": { "niche": "challenge_videos" },
"reason": "Verify their formula maps to current trends"
},
{
"tool": "viral_remix",
"params": { "source_url": "https://tiktok.com/..." },
"reason": "Their #2 video has the highest copyable structure"
}
]
}
Claude reads it and fires the next 3 tools automatically.
Quick Install — Claude Desktop
Edit claude_desktop_config.json:
{
"mcpServers": {
"hooklayer": {
"command": "npx",
"args": [
"-y",
"mcp-remote",
"https://hooklayer.dev/api/mcp",
"--header",
"Authorization:Bearer hl_live_YOUR_KEY"
]
}
}
}
Get a free hl_live_ key at https://hooklayer.dev/auth/signup — 100 lifetime credits, no card required.
Auth
Two modes supported, fully RFC-compliant:
- Bearer token —
Authorization: Bearer hl_live_* - OAuth 2.1 + PKCE + Dynamic Client Registration
- Discovery:
https://hooklayer.dev/.well-known/oauth-authorization-server - Protected resource metadata:
https://hooklayer.dev/.well-known/oauth-protected-resource - DCR endpoint:
https://hooklayer.dev/oauth/register
- Discovery:
Compliant with RFC 8414, 9728, 7591, 6750, 7636. MCP spec 2025-06-18.
Pricing
- Free — 100 lifetime credits, no card required
- Starter — $49/month, 5,000 credits, 60 req/min
- Pro — $149/month, 25,000 credits, 300 req/min, brand voice memory ⭐ MOST POPULAR
- Agency — $499/month, 150,000 credits, 1,000 req/min, white-label, 10 seats
- 20% annual discount
Links
- Install page: https://hooklayer.dev/mcp
- Full docs: https://hooklayer.dev/docs
- Playground (no signup): https://hooklayer.dev/playground
- Pricing: https://hooklayer.dev/pricing
- GitHub: https://github.com/khan-ashifur/hooklayer
- Anthropic Official Registry:
io.github.khan-ashifur/hooklayerv1.0.0
Contact
- Business: ashifur@hookmafia.io
- Issues: https://github.com/khan-ashifur/hooklayer/issues
Server Config
{
"mcpServers": {
"hooklayer": {
"command": "npx",
"args": [
"-y",
"mcp-remote",
"https://hooklayer.dev/api/mcp",
"--header",
"Authorization:Bearer hl_live_YOUR_KEY_HERE"
]
}
}
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