io.github.khan-ashifur/hooklayer

up checked 2026-11-11T06:37:34.273Z

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Publisher-provided description

Viral-content intelligence for AI agents — 7 read-only MCP tools, evidence-layer scoring.

Summary by lookupd

Analyzes creators, products, and short-form videos for viral potential, scores hooks, and tracks saved research and creator changes.

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http hooklayer https://hooklayer.dev/api/mcp

Codex, remote (streamable-http)

codex mcp add hooklayer --url https://hooklayer.dev/api/mcp

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "hooklayer": {
      "url": "https://hooklayer.dev/api/mcp"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (18 tools)

Publisher-provided text

• 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, cons
• watch_account Start tracking a creator so future calls can detect what changed. Creates a durable CreatorWatch + a baseline CreatorSnapshot capturing the creator's current vi
• get_changes Detect what changed since the last saved baseline for a tracked creator. Runs a fresh analyze_account under the hood, compares against the most recent CreatorSn
• list_watches List every creator the authenticated user is tracking. Read-only, 0 credits. Returns each watch's id, platform, handle, when it was created + last updated, when
• 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 i
• 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 scrip
• trend_pulse Research what is currently gaining traction in short-form content for a specific niche. Returns rising opportunities (formats, hooks, styles, topics) with growt
• 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,
• 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, has
• 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 voi
• 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 e
• brief_to_blueprint Turn a brand brief that just landed into a one-page creative blueprint the manager can forward to the creator and to the brand contact — hook + template + hasht
• product_scout Find and rank current TikTok Shop / social-commerce product opportunities using evidence rather than opinion. Use it to answer questions like 'what skincare pro
• analyze_product Deeply validate ONE TikTok Shop product before committing money or content to it. Give it a product_id from product_scout (or any TikTok Shop product URL) and i
• save_research Save a HookLayer result the user already received in this conversation so it appears under Saved Research in their HookMafia dashboard. 0 credits: this stores t
• list_saved_research List the authenticated user's saved HookLayer research (newest first by default). Read-only, 0 credits. Filter by kind, search titles, choose sort newest|oldest
• get_saved_research Retrieve one saved result in full (the stored research payload, what was asked, timestamps) by its saved_id. Read-only, 0 credits. Only the authenticated user's
• compare_saved_products Compare 2 to 4 saved analyze_product results side by side using only the stored evidence (identity, market proof, economics, competition, creator content, verdi

Details

• Version: 1.1.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 467 ms
• First indexed: 2026-11-01T09:37:24.918Z
• Last seen in registry: 2026-11-01T09:37:24.931Z
• Repository: https://github.com/khan-ashifur/hooklayer
• Website: https://hooklayer.dev

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