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TokenSqueezer LLM Token Compressor

Official

by pgalyen1987 · TypeScript

x402-gated LLM token compressor: strip filler, collapse JSON, densify prose. Paid in USDC.

io.github.pgalyen1987/tokensqueezer MCP Server

This MCP server provides a gated LLM token compressor (“x402”) that strips filler, collapses JSON, and densifies prose to produce compressed Markdown optimized for LLM context windows. It is self-discoverable for autonomous agents and does not include ads, a landing page, or a human-in-the-loop step.

🛠️ Key Features

  • Self-discoverable MCP utility for autonomous agents
  • Compresses fetched content into compressed Markdown for LLM context windows
  • Two paid parsing tools with URL fetching
  • Pricing uses USDC (Stripe MPP card payments mentioned)

🚀 Use Cases

  • surface_markdown_parser: normal public pages (POST /mcp/execute)
  • stealth_markdown_parser: Cloudflare/Akamai-protected sites (POST /stealth-scrape)
  • Strip scripts/ads/nav noise from target pages

⚡ Developer Benefits

  • Produces denser Markdown to fit LLM context windows
  • Separate endpoints for public vs protected site scraping
  • Tool-oriented interface for agent workflows

⚠️ Limitations

  • Paid tools (USDC): $0.002 for standard, $0.05 for protected-site parsing
  • Described as intended for autonomous agents; no human-in-the-loop workflow is claimed

Topics

agentslangchainmarkdownmcpweb-scrapingx402