TokenLab MCP vs ZMS AI

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 ZMS AI
Detail	TokenLab MCP	ZMS AI
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 creative suite for generating videos and images from text prompts and visual references
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	Not given
Pricing model	Free	Paid
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: $10 one-time for 1,000 credits ($0.0100 per credit). Major: $30 one-time for 3,500 credits ($0.0086 per credit). Profession: $99 one-time for 14,000 credits ($0.0071 per credit). Credits never expire and are shared across all connected image and video models.
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	AI image generation from text prompts AI video generation from text or images Reference-led image and video creation with upload control Multiple AI model options including Seedance, Gemini, and Grok Model-specific output settings and controls AI Video Extender to generate footage before or after existing video AI Clothes Changer to modify clothing in photos One-time credit purchases with no expiration Unified library to organize and manage all creations Six-month retention of generated works in My Creations
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	No subscription required; credits never expire One shared credit balance works across all connected image and video tools Estimated cost shown before generation begins Support for both text-to-media and image-to-media workflows
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	8 no change since last check
Trust Flow (Majestic)	4	4
Citation Flow (Majestic)	34	30
Referring domains (Majestic)	128	71

5 details filled in for both companies.

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