HookMafia vs Hooklayer: Consumer App vs MCP for Developers (2026)
HookMafia is the web app for individual TikTok creators who want a visual dashboard for generating hooks, scripts, and videos. Hooklayer is the MCP server and REST API for agencies and developers who need programmatic access to the same intelligence engine. Same data, same scoring models, different interfaces for different workflows.
This page helps you find the right product. If you already know what you need, skip to the recommendation section below.
A guided dashboard where creators type a topic and get hooks, scripts, trend intelligence, and AI-generated videos. No code required.
- Visual UI with one-click generation
- Voice DNA that learns your personal style
- Content vault to organize everything
- AI UGC video Studio
- Free tier plus plans from $19/month
8 agent-callable tools that drop into Claude Desktop, Cursor, n8n, or any custom MCP client. Built for automation, not manual use.
- MCP server (streamable HTTP)
- REST API with Bearer key auth
- OAuth 2.1 + PKCE for enterprise
- recommended_chain for agentic workflows
- 50 free credits plus plans from $49/month
What is HookMafia?
HookMafia (hookmafia.io) is a SaaS product for TikTok and short-form video creators. It provides a full content production workflow in a browser: hook generation with 460K+ unique randomizer combinations, script generation with AI quality gates, a Viral Spy tool for competitor analysis, Voice DNA profiling, trend intelligence, a content vault, and AI UGC video generation through Studio. All features are accessed through a visual dashboard. No MCP, no API, no code required. Pricing: Free ($0), Creator ($19/month), Pro ($39/month), Agency ($99/month).
What is Hooklayer?
Hooklayer (hooklayer.dev) is the QA gate and slop filter for AI-generated content, delivered as an MCP server and REST API. It exposes the same intelligence engine that powers HookMafia as 8 programmatic tools: score_hook, predict_virality, analyze_account, viral_remix, trend_pulse, find_viral_template, match_voice, and search_videos. Agencies and developers integrate these tools into their own AI agent workflows instead of using a web dashboard. Listed on the Anthropic Official MCP Registry. Pricing: Free (50 lifetime credits), Starter ($49/month), Pro ($149/month), Agency ($499/month).
Feature comparison
| Feature | HookMafia | Hooklayer |
|---|---|---|
| Built for | Individual TikTok creators | Agencies, developers, AI agent builders |
| Interface | Web dashboard with guided UI | MCP server plus REST API |
| How you access it | Browser at hookmafia.io | Claude Desktop, Cursor, n8n, or any MCP client |
| Hook generation | One-click in dashboard | |
| Script generation | Full script gen with randomizers, quality gate | |
| Hook scoring (0-100) | Built into generation pipeline | Standalone score_hook tool (1 credit) |
| Virality prediction | predict_virality with adversarial second-pass | |
| Creator analysis | Creator Intelligence view (TikTok-connected) | analyze_account (any public handle, no login) |
| Viral remix | Paste URL, get new script | viral_remix returns structural blueprint plus fresh script |
| Voice DNA | Saved to profile, applied to all generations | match_voice per-call (no persistent profile) |
| Content vault | Save, tag, organize scripts and hooks | |
| AI UGC video (Studio) | Generate video from script (paid tiers) | |
| Trend intelligence | Weekly digest plus Trend Predictor view | trend_pulse tool (rising plus saturated by niche) |
| MCP protocol | Streamable HTTP, Anthropic Registry listed | |
| REST API | 7 endpoints with Bearer key auth | |
| OAuth 2.1 + PKCE | ||
| recommended_chain | Auto-fires next 3 tools from analyze_account | |
| Free tier | $0, 10 credits/month | 50 lifetime credits, no card |
| Starter price | Creator $19/month (200 credits) | Starter $49/month (3,200 credits) |
| Mid-tier price | Pro $39/month (500 credits) | Pro $149/month (10,000 credits) |
| Top-tier price | Agency $99/month (1,200 credits) | Agency $499/month (32,000 credits, white-label, 10 seats) |
Which product is right for you?
Use HookMafia. You get a visual dashboard, one-click hook and script generation, Voice DNA that learns your style over time, a content vault, trend intelligence, and AI video generation. No technical setup. Free tier starts you with 10 credits per month.
Start free on HookMafiaUse Hooklayer. You get MCP plus REST API access, 8 agent-callable tools, recommended_chain for agentic workflows, OAuth 2.1 for enterprise auth, and white-label output on the Agency tier. Drop it into Claude Desktop, Cursor, or n8n with one line of config.
Start free on HooklayerUse both. Your creators use HookMafia for daily content production. Your developers use Hooklayer to build QA pipelines, client reporting, and automation workflows. The credit ledgers are separate, so neither product draws from the other's balance.
Frequently asked questions
Are HookMafia and Hooklayer the same product?
They share the same intelligence engine and the same database of 100K+ analyzed viral videos, but they are different products for different audiences. HookMafia is a consumer web app where individual TikTok creators generate hooks, scripts, and videos through a guided dashboard. Hooklayer is an MCP server and REST API where agencies and developers integrate that same intelligence into AI agent workflows, automation pipelines, and custom tools.
I am an individual TikTok creator. Which should I use?
HookMafia. It gives you a visual dashboard, one-click generation, a content vault to organize your scripts, Voice DNA that learns your style, and AI video generation in Studio. You do not need to know what MCP is or write any code. Start free at hookmafia.io.
I run an agency and want to plug hook scoring into our automation. Which should I use?
Hooklayer. It is built for programmatic access. Drop the MCP server into Claude Desktop, Cursor, or n8n, or call the REST API directly with a Bearer key. The analyze_account tool returns a recommended_chain that your agent can execute automatically. Agency tier includes white-label output and 10 seats.
Can I use both HookMafia and Hooklayer?
Yes, and some teams do. A creator on the team uses HookMafia for daily content production, while the agency lead uses Hooklayer to build QA pipelines and client reporting automations. The credit ledgers are separate, so neither product draws from the other's balance.
Does HookMafia have an API?
HookMafia itself does not expose a public API. The API and MCP access is provided through Hooklayer. If you need programmatic access to hook scoring, virality prediction, creator analysis, or viral remixing, Hooklayer is the product to use.
Why is Hooklayer more expensive than HookMafia?
Hooklayer is priced for business and agency use cases. A single analyze_account call in Hooklayer returns deep intelligence (viral DNA, format fingerprint, steal map) plus a recommended_chain of follow-up calls, providing research that would take a human analyst hours. The Agency tier at $499/month includes white-label output, 10 team seats, dedicated Slack support, and 32,000 credits. HookMafia is priced for individual creators, starting at $19/month.