# AgentReady

> Drop-in middleware that compresses text by 40-60% before sending to LLMs, reducing AI token costs while preserving semantic meaning.

AgentReady provides a suite of 7 API tools designed to optimize web content for AI consumption and reduce LLM token costs. The flagship TokenCut tool compresses text by 40-60% before sending to GPT-4, Claude, or any other model, removing filler words, verbose phrases, and redundant content while preserving semantic meaning, code blocks, URLs, and numbers. This middleware approach helps developers save thousands of dollars monthly on AI API costs.

- **TokenCut Compression** offers three compression levels (light, standard, aggressive) to balance token savings with content fidelity, achieving up to 92% token reduction on verbose content while maintaining accuracy.

- **MD Converter** transforms any webpage into clean, LLM-ready Markdown by stripping navigation, ads, and clutter while extracting metadata and generating table of contents for RAG pipelines.

- **Sitemap Generator** crawls domains and generates AI-friendly sitemaps with knowledge density scoring, ideal for building comprehensive AI knowledge bases from entire websites.

- **LLMO Auditor** provides comprehensive AI readiness audits across 5 categories (structured data, semantic HTML, content density, token efficiency, AI readability) with detailed recommendations.

- **Structured Data Analyzer** examines existing JSON-LD and Open Graph markup, generating Schema.org recommendations to improve AI crawler discoverability.

- **Robots.txt Analyzer** checks AI bot compatibility (GPTBot, ClaudeBot, Google-Extended) and provides recommendations for improving AI accessibility.

- **Image Proxy** processes images for AI pipelines with resize, describe, and analyze modes, supporting WebP, JPEG, and PNG formats optimized for vision models.

To get started, sign up for a free beta account at agentready.cloud/signup to receive 100 credits. Create an API key from the dashboard, then integrate using the simple REST API with Bearer token authentication. The Python and JavaScript SDKs enable integration in under 2 minutes with just 3 lines of code. All tools work with any LLM provider including OpenAI, Anthropic, and Google.

## Features
- TokenCut text compression (40-60% token reduction)
- Three compression levels (light, standard, aggressive)
- URL to Markdown conversion
- Website sitemap generation with knowledge density scoring
- LLMO AI readiness auditing
- Structured data analysis and Schema.org recommendations
- Robots.txt AI bot compatibility analysis
- Image proxy with resize, describe, and analyze modes
- Chrome extension
- Batch URL processing
- Code and URL preservation during compression
- Token cost estimation for target models

## Integrations
GPT-4, Claude, Gemini, OpenAI, Anthropic, Any LLM API

## Platforms
WEB, API, BROWSER_EXTENSION

## Pricing
Free

## Links
- Website: https://agentready.cloud
- Documentation: https://agentready.cloud/docs
- EveryDev.ai: https://www.everydev.ai/tools/agentready