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Dola AI 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.

Dola AI compared with TokenLab MCP
DetailDola AI logo Dola AITokenLab MCP logo TokenLab MCP
What it doesAI studio for generating and editing images, videos, and 3D scenes with visual control Connect TokenLab to Claude, Codex, Cursor and other MCP clients so agents can search models, compare prices, chat, generate images and videos
StageNot given Not given
FoundedNot given Not given
Based inNot given US
Pricing modelFreemium Free
PricingNot given 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
  • Text to image generation with multiple AI models
  • Image to video generation
  • 2D and 3D scene composition
  • Background removal and editing
  • Image to 3D mesh conversion
  • Character posing and identity transfer
  • Project saving and private library storage
  • Video timeline editing and frame extraction
  • Multiple AI video models with configurable parameters
  • Moodboard and reference organization
  • 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
  • Visual composition before AI generation - arrange your shot manually to establish intent before submitting to models
  • Free manual editing with credits only for AI operations - no charges for compositing, arranging, or saving projects
  • Integrated 3D scene composition within a single browser workspace
  • Access to diverse AI models including MiniMax, Seedance, Kling, and GPT Image
  • Built on authorized open-source creative tools with transparent attribution
  • 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 planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)37 +4 (up) since last check15 −2 (down) since last check
Trust Flow (Majestic)04
Citation Flow (Majestic)434
Referring domains (Majestic)1128

4 details filled in for both companies.

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