AgentReady

AgentReady provides an API toolkit designed to optimize web content for large language model processing. Its flagship offering, TokenCut, significantly compresses text while preserving its original meaning, leading to substantial reductions in token usage and processing costs for models like GPT-4 or Claude. This compression technology boasts capabilities such as multiple compression levels and careful preservation of embedded code and URLs. Beyond TokenCut, AgentReady includes six additional powerful tools: MD Converter transforms web content into clean Markdown format; Sitemap Generator assists in mapping website structures; LLMO Auditor helps analyze model outputs; Structured Data extracts and organizes information; Robots.txt Analyzer provides insights into website crawlability; and Image Proxy streams images efficiently. These tools collectively enhance the readability and processability of web data. The service is currently free during its beta phase, offering unlimited API calls and full feature access without a credit card. Integration is straightforward, requiring just a few lines of code. AgentReady is ideal for developers and teams working with language models who want to reduce operational costs, streamline data preparation, and ensure their models process cleaner, more efficient input.