The web wasn't built for AI. Convert any URL to clean, structured markdown that LLMs can actually understand.
Prepend machinecontext.ai/ to any URL for instant conversion
No signup required. Works with any URL — tweets, LinkedIn posts, articles, SPAs.
Dynamic sites like X, LinkedIn, and SPAs block or confuse AI crawlers. MachineContext fixes that.
"Summarize this tweet: x.com/elonmusk/status/1234..."
I'm unable to access that URL directly. X.com requires JavaScript rendering and authentication that I can't handle. Could you paste the tweet content instead?
"Summarize this: machinecontext.ai/x.com/elonmusk/status/1234..."
Here's a summary of the tweet by @elonmusk: The post discusses the latest developments in autonomous driving technology and the timeline for FSD v13...
Works with X, LinkedIn, Instagram, SPAs, JavaScript-heavy sites, and more.
A typical web page is 90% noise — scripts, styles, tracking, layout code. We extract only what matters.
<html lang="en">
<head>
<meta charset="utf-8"/>
<script src="/analytics.js"></script>
<script src="/gtm.js"></script>
<link rel="stylesheet" href="/styles.css"/>
<link rel="stylesheet" href="/vendor.css"/>
<script>window.__NEXT_DATA__={...</script>
</head>
<body class="antialiased bg-white">
<nav class="fixed top-0 w-full z-50">
<div class="container mx-auto flex...">
<a href="/">Home</a>
<a href="/about">About</a>
<a href="/pricing">Pricing</a>
<button>Sign In</button>
</div>
</nav>
<div id="cookie-banner" class="fixed...">
<p>We use cookies...</p>
<button>Accept</button>
</div>
<main>
<article>
<h1>Understanding AI Agents</h1>
<p>AI agents are autonomous systems
that can perceive, reason, and act
on behalf of users...</p>
<h2>Key Capabilities</h2>
<ul>
<li>Natural language understanding</li>
<li>Tool use and API calls</li>
<li>Multi-step reasoning</li>
</ul>
</article>
</main>
<footer class="bg-gray-900 text-white">
<div>© 2026 Example Inc.</div>
<script src="/chat-widget.js"></script>
<script src="/hotjar.js"></script>
</footer>
</body></html># Understanding AI Agents AI agents are autonomous systems that can perceive, reason, and act on behalf of users. ## Key Capabilities - Natural language understanding - Tool use and API calls - Multi-step reasoning --- *Source: example.com/blog/ai-agents* *Published: 2026-02-15*
One URL pattern. Just prepend machinecontext.ai/ to any URL.
Blogs, documentation, landing pages — get clean markdown from any publicly accessible URL.
machinecontext.ai/example.comTwitter/X, LinkedIn, Instagram — content that AI normally can't access due to JavaScript walls.
machinecontext.ai/x.com/elonmusk/status/123React, Next.js, Angular — pages that require browser rendering to see the real content.
machinecontext.ai/app.example.com/dashboardFor Website Owners
When ChatGPT, Perplexity, or Claude recommend products in your category, your site needs to serve content they can actually understand.
We strip 90% of HTML noise — scripts, styles, tracking, cookie banners — leaving only meaningful content AI can parse.
Add structured context AI needs but humans don't see — specifications, certifications, business attributes, Schema.org data.
Same URL serves different content. Humans see your normal site. AI bots get the optimized version. Zero disruption to your users.
See which AI agents visit, what pages they read, how often. GPTBot, Claude, Perplexity — know your AI traffic in real-time.
Developers, AI agents, and teams building the next generation of AI-powered apps.