Stop paying your LLM to read nav bars. One API call strips any webpage down to pure signal. 92% fewer tokens and zero noise for your agent.
Context infrastructure for AI agents neureil.com/api →
Most pages your agent needs are protected by access restrictions, rendered with JavaScript, or sitting behind gated content. Neureil handles all of that automatically. You send a URL and get back clean content. The infrastructure is our problem.
How it works →When you feed raw HTML to your LLM you pay for thousands of tokens of navigation menus, cookie banners, footer links and inline scripts before it reads a single useful sentence. Neureil removes all of it upfront so your model only reads what matters.
See pricing →Estimated based on GPT-4o input pricing at $2.50 per 1M tokens. Average HTML page is 84,000 tokens. Neureil output averages 840 tokens. Actual results vary by model and page content.
Most tools dump a page into one long string. That loses which text was a heading, which was a list, what was in a code block. Neureil preserves the hierarchy so your agent knows what each piece actually is.
See the structure →Every parser breaks when a site changes its layout. With Neureil your agent always gets the same fields regardless of the source. No custom parsers, no maintenance.
View full schema →Grab your API key from the dashboard and drop it into your code. Works in any language, any framework and any AI agent that can make an HTTP request.
import requests response = requests.post( "https://api.neureil.com/extract", headers={"Authorization": "Bearer YOUR_API_KEY"}, json={"url": "https://stripe.com/pricing"} ) data = response.json() # data["summary"], data["pricing"], data["key_points"]
const response = await fetch("https://api.neureil.com/extract", { method: "POST", headers: { "Authorization": "Bearer YOUR_API_KEY", "Content-Type": "application/json" }, body: JSON.stringify({ url: "https://stripe.com/pricing" }) }) const data = await response.json() // data.summary, data.pricing, data.key_points
curl -X POST https://api.neureil.com/extract \ -H "Authorization: Bearer YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{"url": "https://stripe.com/pricing"}' # Returns clean JSON in under a second
from langchain.tools import tool import requests @tool def read_webpage(url: str) -> dict: """Extract clean structured content from any URL.""" return requests.post( "https://api.neureil.com/extract", headers={"Authorization": "Bearer YOUR_API_KEY"}, json={"url": url} ).json() # Pass read_webpage as a tool to any LangChain agent
From solo agents to enterprise pipelines. If your AI reads the web, this is the layer it needs.
No contracts. No surprises.
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