Lookio vs app-mcp

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Lookio compared with app-mcp
Detail	Lookio	app-mcp
What it does	Build AI assistants on your business documents with retrieval-augmented generation	Build components for your customers' workflows and publish them to Claude, ChatGPT and other MCP Apps hosts
Stage	Startup	Not given
Founded	2025	Not given
Based in	DE	Not given
Pricing model	Freemium	Free
Pricing	Forever Free plan: 100 welcome credits, 125k words knowledge base. Credit packs: Launch Pack 200 credits €6, Orbit Pack 1,000 credits €24, Lunar Pack 2,500 credits €52.50, Stellar Pack 10,000 credits €180, Galactic Pack 50,000 credits €750, Cosmic Pack 200,000 credits €2,400. Starter plan €19/month	Not given
Key features	Embed chat widget on website or documentation platform Automatic sitemap syncing to keep knowledge current GDPR-compliant and data never used for model training No hallucinations through strict grounding in uploaded documents Integration with n8n, Make, Zapier and custom applications	Register workspace and get MCP address for customers Build components with TypeScript and Zod schemas Publish and test components in Claude or ChatGPT Theme customization with live preview Multiple environments for staging and production Connect your own MCP server for custom data Self-hosting option with SQLite Immutable published versions that never change
What makes it different	No vector database management required - Lookio abstracts infrastructure complexity Built for automation and integration, not just interactive reading European data processing option with Mistral for GDPR-sensitive use cases Hybrid knowledge base combining documentation with proprietary Q&As Fast widget integration with minimal code required	Instant updates reach customers without chat restart Workflows and data stay hidden from the AI model Self-hosting keeps all data inside your network
Community votes	0	0
DR (Domain Rating by Ahrefs)	14 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	1	0
Citation Flow (Majestic)	27	0
Referring domains (Majestic)	45	0

4 details filled in for both companies.

More alternatives to Lookio More alternatives to app-mcp