Read Paralax with an agent
Paralax publishes AI search research. These public read surfaces return the same reporting a reader sees, with no account, API key or token.
Read a page
Request a canonical page with Accept: text/markdown, or append .md to its path. The homepage twin is /index.md. For example, /engines/chatgpt.md reads the ChatGPT change log and /blog/{slug}.md reads an Intel article.
Browsers and crawlers receive the same HTML unless they explicitly request markdown. The Machine toggle displays the current page's markdown twin; it does not call a separate answer service.
Discover the reporting
Start at llms.txt for navigation or llms-full.txt for the article inventory. machine-manifest.json lists canonical routes, markdown URLs, summaries and supporting sources.
Read the AI Search Change Log by engine, subscribe to the RSS feed, or enumerate the sitemap. The API catalog and ARD manifest describe these existing read surfaces.
Read from a supporting browser
On browsers that expose WebMCP, the homepage registers search_paralax_articles and read_paralax_article. They search the public machine manifest and fetch existing markdown pages. These browser tools do not provide a remote MCP server.
Handle a missing page
A missing route returns 404. When markdown is requested, the error includes links to the homepage, sitemap and navigation index. Follow a URL from the manifest rather than guessing an article slug. Public reads do not require registration or an authorization exchange.