AgentDocks 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.

AgentDocks compared with TokenLab MCP
Detail	AgentDocks	TokenLab MCP
What it does	AI visual production platform for building, running and scaling repeatable image and video workflows	Connect TokenLab to Claude, Codex, Cursor and other MCP clients so agents can search models, compare prices, chat, generate images and videos
Stage	Startup	Not given
Founded	2026	Not given
Based in	Not given	US
Pricing model	Not given	Free
Pricing	Free ($0, 40 one-time credits); Basic ($19/month, 1,000 monthly credits); Pro ($49/month, 4,000 monthly credits); Ultimate ($99/month, 9,000 monthly credits); Business ($149/month, 14,000 monthly credits). Annual plans available with 10% savings. Top-up credits available at $20 for 1,000 credits one	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	Node-based canvas for building custom AI workflows Ready-made templates for images and videos Batch runs to process entire product catalogs Support for leading AI models including FLUX, Kling, Veo, and Runway	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	One credit system works across all AI models with no plan gatekeeping Build reusable workflows once and run them repeatedly across products and campaigns Professional tools that preserve creative control as work scales Every tool available as a node for custom workflow integration Production-focused platform solving everything after generation	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)	7 −1 (down) since last check	15 −2 (down) since last check
Trust Flow (Majestic)	2	4
Citation Flow (Majestic)	23	34
Referring domains (Majestic)	17	128

4 details filled in for both companies.

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