Query Any Website. Zero Custom Integration.
Unified API for AI agents to query websites on open protocol, not proprietary.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take WebMCP from MVP shell to operating business.
The TAM is real and expanding: 95k AI agent developers need reliable web data access, and no framework has solved the legal, reliability, or integration layers yet. Open-source positioning can capture mindshare fast without VC burn. The $99/mo team tier lands easily for teams automating multi-agent workflows. First-mover defensibility on legal compliance could sustain the moat against commoditization long enough to establish network effects before native web browsing collapses the category.
Competitive position is structurally weak. Firecrawl, Jina Reader, and Browserless command mindshare with VC backing and deep LangChain/LlamaIndex integrations. The open-protocol strategy backfires: if adopted, competitors host free; if rejected, the product has no TAM. Web scraping carries genuine legal risk that can force shutdown pre-breakeven. Within 18 months, native web browsing in LangChain and OpenAI APIs could eliminate the middleware entirely.
Solo technical founder or small team with existing relationships in the AI developer ecosystem (prior LangChain plugin, open-source project, or agent framework experience). Requires deep comfort navigating legal and compliance complexity around web scraping. Ideal candidate has shipped free-to-paid SaaS before and understands how to win in competitive markets through positioning, not product features. Not suitable for first-time founders.
From contract signing to operating business.
Three ways in, depending on how much you want to build yourself.
Read the full buyer brief on every product in the catalog. All Fermi math, all agent specs, all sales kits, all skeptic memos. Cancel any time.
The full asset bundle transfers to your accounts. Brand, domain, landing, agent spec, financial model, sales kit, founder persona, video. You own it.
A Roll Digital chief operator builds WebMCP for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.