LLM

AgentReady

API that compresses AI prompts by 40-60% to reduce LLM token costs — same responses, lower bill.

agentready.cloud

Verified API available Free tier

Quick facts
What is it	API that compresses AI prompts by 40-60% to reduce LLM token costs — same responses, lower bill.
Pricing	Freemium
Free tier	Yes
Platform	Web Application
API	Yes
Best for	Reducing costs for AI-powered applications, Optimizing token usage in agent workflows
Domain registered	2026

Data updated Aug. 1, 2026

What does AgentReady do?

AgentReady is a compression API designed to reduce the cost of using large language models. It works by analyzing and optimizing text prompts before they are sent to an LLM, removing verbose language and redundancy while maintaining the original meaning. Developers add a single line of code—agentready.compress()—before their existing LLM API calls. This process typically reduces token usage by 40-60%, which directly translates to lower API costs from providers like OpenAI and Anthropic.

The tool's core technology, TokenCut, uses AI to identify and remove filler words and repetitive phrases without changing the essential information. It offers three compression levels and preserves important elements like code snippets and URLs. AgentReady operates with minimal latency, adding approximately 5ms to processing time, and benchmarks show it maintains response accuracy with only a 0.4% average difference compared to uncompressed prompts. The service includes six additional tools for making web content AI-ready, such as a Markdown converter and sitemap generator.

This tool is most valuable for developers building AI applications where token costs are a significant factor. Teams running AI agents, chatbots, or content processing systems can implement AgentReady with minimal code changes to achieve immediate cost savings. During the open beta, all features are available for free with no usage limits, making it particularly accessible for startups and individual developers experimenting with AI integrations.

AI API AI inference Developer Tools LLM

#ai-cost-reduction#api-tool#developer-sdk#llm optimization#prompt engineering#token compression

Key features

What makes it stand out

TokenCut compression reduces prompt size by 40-60%

Works with any LLM (OpenAI, Claude, etc.) without proxy

Adds minimal latency with ~5ms overhead

Preserves meaning with a 0.4% average accuracy delta

Includes 7 tools like Sitemap Generator and Markdown Converter

Who is AgentReady for?

Who benefits most from this tool

Reducing costs for AI-powered applications

Optimizing token usage in agent workflows

Preparing web content for AI processing

Pricing

Free tier available — start without a credit card

Beta

Free

TokenCut — text compression
MD Converter — URL to Markdown
Sitemap Generator
LLMO Auditor
Structured Data Validator
Robots.txt Analyzer
Image Proxy
Unlimited API calls
Python, Node.js & MCP SDKs
Chrome Extension
Priority support

Trust & presence

Domain Domain registered 2026

Gallery

Click any image to enlarge

AgentReady — pricing page — Pricing page

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