Analog is a web interface built for AIs. It converts webpages into the things they contain — products, articles, events, and other records — so AIs can query, compare, export, and use them directly. No site-specific schema or API is ever required. Just grab Analog and go.

Analog is currently in private alpha.

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• Install Analog
• Run the quickstart
• Use Analog through MCP

Analog offers two modes:

1. Structured extraction (default).

   • Render. Analog renders pages in a browser on your machine.
   • Send. The page content is sent to Analog (we never log browsing history).
   • Map. Analog converts the page into ordered sections containing labeled records, prose, and navigation. Conversion is deterministic: the same page input always produces the same result.
   • Use. We hand the converted result back to you. It's saved locally, where you can query, export, reopen, and compare it using Analog's built-in tools.

2. Local Markdown conversion (--mode local). This fetches the page and converts it to Markdown using marcato, our Markdown conversion library. Conversion happens entirely on your machine; the page content is never sent to Analog. Local mode is free — use it anytime you need to convert webpages to Markdown.

• analog-sdk — the analog command and Python library.
  • Renders dynamic pages with a built-in headless browser.
  • Maps their records, prose, and navigation in document order.
  • Saves results locally for reopening, querying, exporting, and diffing with the Analog CLI.
  • Includes marcato for high-fidelity Markdown conversion.
• marcato — our free Python library for HTML-to-Markdown conversion, built for accuracy and performance.
  • Preserves document structure, accessible text, and code.
  • Preserves links and image URLs without breaking Markdown syntax.
  • Converts tables when Markdown can represent them faithfully, and preserves their content when it cannot.
• analog-mcp — Analog for MCP-compatible agents.
• homebrew-tap — Homebrew distribution for the Analog CLI.

• Agentic delight. We love building things that AIs love: tools that are easy to use and transparent about their capabilities.
• Human outcomes. Behind every AI is a person trying to get something done. Analog needs to make things easier for people, not just AIs.
• Safety. We're building the interface between AI and the internet. AIs are obedient, and the internet is not always friendly. So we need to make sure that combination stays safe.

Read more about Analog and its values here →