AgentReady is an API toolkit designed to make the web readable for AI agents. Its primary purpose is to optimize content consumption for large language models by converting web pages into clean, structured formats that reduce token usage while preserving essential meaning.

TokenCut is the flagship tool that compresses text to reduce LLM token costs by 40-60%. The platform includes six additional tools: MD Converter transforms web pages to clean Markdown, Sitemap Generator creates comprehensive sitemaps, LLMO Auditor analyzes AI visibility scores, Structured Data extracts organized information, Robots.txt Analyzer examines website accessibility, and Image Proxy handles image optimization.

The platform works through simple API integration that can be implemented in just three lines of code. TokenCut offers three compression levels that preserve code and URLs while removing filler words, verbose phrases, redundant connectors, and excess whitespace. The Chrome extension provides one-click page cleaning functionality.

Benefits include significant cost savings on LLM API bills, with users reporting reductions from $4,000 to $1,800 per month. The platform improves RAG pipeline accuracy by up to 23% through cleaner data input and enhances AI visibility scores from 34 to 91. Use cases include knowledge base ingestion, customer support AI optimization, fine-tuning dataset preparation, and content processing pipelines.

The target users are developers, AI builders, and companies working with LLMs. The platform integrates with GPT-4, Claude, and any LLM through REST API endpoints. Technical details include unlimited API calls during beta, support for Python integration, and Chrome extension functionality.