TokenLab MCP vs RNDRS Studio

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 RNDRS Studio
Detail	TokenLab MCP	RNDRS Studio
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 rendering workspace for architects that works from a sketch, model view or photo
Stage	Not given	Startup
Founded	Not given	2026
Based in	US	Not given
Pricing model	Free	Freemium
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	5 free renders with no card required. Paid plans: Essential $19/month for 40 credits, Premium $29/month for 100 credits, Pro $79/month for 300 credits. One-time credit pack: $99 once for 300 credits that never expire. Annual billing available at discount: $190/year, $290/year, $790/year respectively
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	Upload sketches, model views or site photos to start rendering Select specific areas with brush, lasso or polygon to edit Attach reference images to communicate materials and style Keep all versions and compare directions in one project Create review links with expiry and comment collection Upscale images 2× for presentations Generate short videos from still images Export comparison boards and image bundles No plugin installation or GPU required Works with exported views from SketchUp, Revit, Rhino, Archicad and Blender
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 plugin or GPU needed – works entirely in the browser from image uploads Keep every version as you iterate – all results stored together for comparison Works from sketches, model views and photos – not native CAD or BIM files Commercial use permitted on all paid plans Credits never expire on one-time purchase pack
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	1 no change since last check
Trust Flow (Majestic)	4	0
Citation Flow (Majestic)	34	23
Referring domains (Majestic)	128	17

5 details filled in for both companies.

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