TokenLab MCP vs MiniMax H3

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 MiniMax H3
Detail	TokenLab MCP	MiniMax H3
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 video generator for text, images, and 2K video creation
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	Not given
Pricing model	Free	Not given
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	Free: 120 credits (one 4-second 768P test). Creator: $19/month for 2,000 credits. Pro: $49/month for 5,000 credits. Studio: $129/month for 14,000 credits. Generation costs 22.5 credits per second at 768P and 36.5 credits per second at 2K; a five-second render costs 113 credits at 768P or 183 credits
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	Text-to-video generation with 6 aspect ratios Image-to-video with first and optional last frame Duration control from 4–15 seconds 768P and 2K resolution output Native stereo audio directed with timeline Cost visibility before generation Task history and deliberate retry workflow Credit refunds for terminal failures Browser-based generation with no local setup Production-focused control for product, UI, and commercial content
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	Transparent credit-based pricing with exact cost calculated before submission Production-intent workflow combining text, frames, and detailed direction constraints Native stereo audio synchronised with visual timeline Directed 4–15 second commercial and interface animation capability Text handling within motion sequences and interface states
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	Not checked yet no change since last check
Trust Flow (Majestic)	4	2
Citation Flow (Majestic)	34	21
Referring domains (Majestic)	128	23

4 details filled in for both companies.

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