Cut your AI token costs by 40-60%

Same API. Same Responses.
Half the Tokens.

Compression API that reduces prompt size by 40-60%. Add one line (agentready.compress()) and tokens are compressed automatically.
Same responses. Same streaming. Lower bill.

verbose-text.txt
0 tokens
Before: 847After:
npx agentready-sdk initorpip install agentready-sdk && agentready init
Compress API — no proxyFree during beta~5ms overheadNo credit card
AgentReady - Cut your AI token costs by 40-60% with one API call | Product Hunt
🎁
Free during open beta
All tools • No limits • No credit card
🛠️ How It Works

Two Lines. That's All.

Add agentready.compress() before your LLM call. Your API key never touches AgentReady.

Your App / Agent

Sends raw text or URL

10,000 tokens

AgentReady API

Compresses & optimizes

-45% tokens removed

GPT-4 / Claude / Any LLM

Receives optimized input

5,500 tokens → same result
🛠️ The Solution

7 Tools. One Mission.

TokenCut leads the pack — compress text to slash LLM costs. Plus 6 more tools to make the web AI-readable.

TokenCut

Compress any text to reduce LLM token costs by 40-60%. Same meaning, fewer tokens, lower bill.

  • 40-60% token reduction
  • 3 compression levels
  • Preserves code & URLs
  • Works with any LLM
Free during beta
live preview
Demo
agentready.cloud/api/v1/tools/tokencut

Analyzing URL…

⚡ 30-Second Setup

Copy This Prompt.
Let Your AI Do the Rest.

Paste this into Cursor, Copilot, Claude, or any AI coding assistant. It will set up everything automatically.

Ready-Made Prompt for Your AI Assistant

Paste into Cursor, Copilot, Claude, ChatGPT, Windsurf, Cline…

Add AgentReady to this project to cut AI token costs by 40-60%. It's a free compression API — compress messages before calling your LLM.

Step 1 — Get API Key (30 seconds):
Run this in the terminal:
  pip install agentready-sdk && agentready init
  (or for Node.js: npx agentready-sdk init)
This opens the browser, creates a free account, and saves AGENTREADY_API_KEY to .env automatically.

Step 2 — Add compression before your LLM calls:

Python:
  import agentready
  from openai import OpenAI
  import os

  result = agentready.compress(
      api_key=os.environ["AGENTREADY_API_KEY"],
      messages=[{"role": "user", "content": "..."}]
  )
  client = OpenAI(api_key=os.environ["OPENAI_API_KEY"])
  response = client.chat.completions.create(
      model="gpt-4o",
      messages=result["messages"]
  )

Node.js/TypeScript:
  import { compress } from 'agentready';
  import OpenAI from 'openai';

  const { messages } = await compress({
      apiKey: process.env.AGENTREADY_API_KEY,
      messages: [{ role: 'user', content: '...' }],
  });
  const client = new OpenAI({ apiKey: process.env.OPENAI_API_KEY });
  const res = await client.chat.completions.create({
      model: 'gpt-4o',
      messages,
  });

That's it. Compress first, then call your LLM directly — same responses, same streaming — but 40-60% cheaper.

Docs: https://agentready.cloud/docs/quickstart
Works with:CursorGitHub CopilotClaudeChatGPTWindsurfClineAider
Average setup: 30 secondsWorks with LangChain, CrewAI, Vercel AI, LlamaIndex🦞Connect OpenClaw
💡 Why AgentReady

Built for Developers

No lock-in. No complexity. Add compress() and start saving tokens immediately.

Two Lines of Code

Add agentready.compress() before your LLM call — that's it. No proxy, no base_url swap. Your API key never leaves your code.

0.4% Accuracy Delta

Benchmarked across GPT-4, Claude, and Llama. Compression preserves meaning with negligible accuracy loss.

~5ms Overhead

TokenCut compression adds minimal latency. Your API calls stay fast — we just make them cheaper.

Works With Any LLM

Compress then call any LLM directly. Works with OpenAI, Anthropic, LangChain, LlamaIndex, CrewAI, Vercel AI SDK out of the box.

7 Tools, One API

TokenCut, MD Converter, Sitemap Generator, LLMO Auditor, Structured Data, Robots.txt, Image Proxy — all included.

Free During Beta

No credit card. No usage limits. No catches. Get full access now — beta testers get exclusive perks at launch.

Open Beta

Completely Free. No Limits.

During the open beta, every feature is free with no usage limits and no credit card required. Just sign up and start building.

BetaLimited time offer
$0/mo

Everything included. No credit card. No usage caps.

Get Free API Key

Everything included:

  • 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

When beta ends, we'll introduce a generous free tier + affordable paid plans. Early users get perks.

Want to run AgentReady on your own servers?

We offer a self-hosted version for teams and developers who need full privacy and control. It's currently available on request — drop us an email and we'll get back to you.

christalingx@gmail.com
🚀

Ready to Cut Your Token Costs?

Two lines of code. No rewrite needed. Free during beta. Start saving tokens in 30 seconds.

No credit card requiredFree during betaAll tools includedNo usage limits