Vitraliq vs TokenLab MCP

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

Vitraliq compared with TokenLab MCP
Detail	Vitraliq	TokenLab MCP
What it does	Turn photos and descriptions into 3D models	Connect TokenLab to Claude, Codex, Cursor and other MCP clients so agents can search models, compare prices, chat, generate images and videos
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	US
Pricing model	Not given	Free
Pricing	Trial: free (1 standard generation for eligible new accounts). Creator: $19 USD/month (10 standard generations per month). Pro: $49 USD/month (35 standard generations per month). Top-up: $10 USD for 5 additional standard generations (one-time, non-expiring). Annual plans include two months free comp	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
Key features	Photo to 3D generation from single or multiple views Description to 3D generation Sketch to concept brief conversion Surface smoothing and detail refinement Material and lighting adjustment Multiple export formats Private model library GLB model import Packaging templates Scene composition and backdrop selection	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
What makes it different	Browser-based studio requires no software installation or download Editing and exporting existing models do not consume generation credits Works with multiple input types including photos, descriptions, sketches and imported models Top-up credits never expire First subscription refundable within 14 days if credits unused	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
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)	3 no change since last check	15 −2 (down) since last check
Trust Flow (Majestic)	6	4
Citation Flow (Majestic)	17	34
Referring domains (Majestic)	5	128

5 details filled in for both companies.

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