Back to feed
Dev.to
Dev.to
5/12/2026
Stop feeding raw HTML to your LLMs (Solving the Agentic Token Tax)

Stop feeding raw HTML to your LLMs (Solving the Agentic Token Tax)

Short summary

Web Speed is a deterministic adaptation layer that reduces agentic token costs by 70-90% by hydrating client-side rendered pages, distilling DOM to structured JSON, and running locally to bypass bot detection. Works as an MCP server for Claude, Gemini, and custom orchestration frameworks.

  • •Raw HTML scraping is inefficient for agents; Web Speed cuts costs 70-90% via semantic distillation
  • •Handles SPA hydration (React/Vue) and bot detection (Cloudflare, Datadome) natively
  • •Works as MCP server drop-in for Claude, Gemini, and custom agent frameworks

Generated with AI, which can make mistakes.

#ai-agents#ai-tools#product-launch#open-source
Read full article at Dev.to

Is this a good recommendation for you?

Explore more

Stop feeding raw HTML to your LLMs (Solving the Agentic Token Tax)
Dev.to
Stop Making Your AI Agent Scrape the Web. There's a Better Way.
Dev.to
The Web Dev Stack Wasn't Designed For Agents
Dev.to
Stop using headless Chrome as
Dev.to