Connect TokenLab to Claude, Codex, Cursor and other MCP clients so agents can search models, compare prices, chat, generate images and videos
Generative video models for animation
Stage
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Founded
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Based in
US
US
Pricing model
Free
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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
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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
Pyramid-JiT (P-JiT) architecture with 32×32 token reduction
4× more aggressive token reduction than Linum v2
Converges in 11× fewer samples than Linum v2
2B-parameter model with frozen Qwen text encoder
Pixel-space diffusion with multi-resolution readouts
PixelREPA alignment with DINOv3-L
Curriculum learning over noise schedule
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
Low-cost training: full 2B model trained for just $21K in compute
Controls baked into model training rather than post-hoc fine-tuning
Pixel-space compression without separate VAE bottleneck
Apache 2.0 open release with full model weights and code
TokenLab MCP
Linum