TokenLab MCP vs Attention Insight

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

TokenLab MCP compared with Attention Insight
Detail	TokenLab MCP	Attention Insight
What it does	Connect TokenLab to Claude, Codex, Cursor and other MCP clients so agents can search models, compare prices, chat, generate images and videos	AI-powered attention heatmaps for design validation without eye-tracking labs
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	Not given
Pricing model	Free	Freemium
Pricing	MCP service is free. Usage charges apply only when calling models at standard TokenLab pricing rates. Pricing for first-time recharge: starting at US$5 to US$100; first recharge of US$10 includes US$5 bonus	Basic: €29/month (or €23/month billed annually); Pro: €119/month (or €95/month billed annually); Hero: €299/month (or €250/month billed annually); Enterprise: custom pricing. All plans include 1 credit for 1 image test, 1 URL (up to 3 sections), 1 AI recommendation, or 1 second of video testing.
Key features	Model search and catalog browsing with 6 query tools Model pricing comparison without API key required Chat completion with multiple model providers Image generation and editing tools Video generation and creation File upload and management tools Embedding and document reranking Three tool profile options: catalog, core (32 tools), full (89 tools) Hosted and local deployment options	Attention Heatmaps showing where users focus on designs with warmer colors for high-attention areas Focus Map revealing which parts are noticed within the first 3-5 seconds Focus Score measuring attention concentration level Integrations with Figma, Chrome, Adobe Express, Photoshop and InDesign
What makes it different	Free MCP service with pay-as-you-go model pricing, no subscriptions or seat fees No API key required for model search and price comparison with catalog tier 32 default tools sufficient for most agent tasks including chat, image and video generation Integrates with popular MCP clients: Claude Desktop, Codex, Cursor, VS Code Works standalone without requiring TokenLab Skills installation	AI accuracy up to 96% compared to real eye-tracking studies without requiring participants Trained on 5.5+ million real eye-tracking fixations from neuromarketing research Pre-launch validation across design tools including websites, ads, products and videos Defend design decisions with data-backed attention metrics and comparisons
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	15 −2 (down) since last check	71 no change since last check
Trust Flow (Majestic)	4	16
Citation Flow (Majestic)	34	37
Referring domains (Majestic)	128	1224

5 details filled in for both companies.

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