Unsiloed 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.

Unsiloed AI compared with TokenLab MCP
Detail	Unsiloed AI	TokenLab MCP
What it does	Document layer for enterprise AI that turns PDFs, images, and spreadsheets into LLM-ready JSON and Markdown	Connect TokenLab to Claude, Codex, Cursor and other MCP clients so agents can search models, compare prices, chat, generate images and videos
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	US
Pricing model	Not given	Free
Pricing	Free/Hobby: $0, up to 2,000 pages included, $0.015 per additional page. Standard: $250/month, includes up to 20,000 pages, $0.012 per additional page. Enterprise: Custom per-page rate with volume-based 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
Key features	Parse documents to LLM-ready Markdown with vision models that preserve structure Extract fields into JSON with domain-awareness and confidence scores Split multi-document files with parent-child indexing Attention-guided heatmaps for reading pages like humans Dual-stream vision model processing data and layout in parallel Domain-specific decoder trained on millions of enterprise documents Supports multiple file types: PDFs, images, Word, Excel, PowerPoint, scans Deployment options: managed cloud, VPC, on-premises, or air-gapped REST API and Studio dashboard for integration Schema-validated outputs with cross-field constraints	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	#1 ranked accuracy on olmOCR-Bench against leading frontier labs and IDP vendors Only solution that reliably handled complex tables and nested formats where others failed Simple per-page pricing with no credit-based ambiguity Preserves document structure and hierarchy unlike traditional OCR	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)	46 +1 (up) since last check	15 −2 (down) since last check
Trust Flow (Majestic)	10	4
Citation Flow (Majestic)	27	34
Referring domains (Majestic)	237	128

5 details filled in for both companies.

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