CanAgentUse tools

UCP Suite

Validate Universal Commerce Protocol discovery, then test product search, carts, checkout links, and merchant handoff flows.

MCP Playground

Connect to remote MCP servers, inspect tools and resources, test prompts, auth, headers, notifications, and JSON-RPC responses.

A2A Playground

Inspect Agent Cards, validate advertised endpoints, and prepare safe requests for agent-to-agent workflows.

Agent Website Viewer

Enter a public URL and see the roles, names, landmarks, controls, and blockers that shape how AI agents understand the page.

Leaderboard

Public AI agent readiness scan leaderboard.

Latest public CanAgentUse reports ranked by score.

Websites Scanned

48,468

No Serious Upgrade Needed

2,838

Needs Serious Upgrade

45,630

CanAgentUse public scan leaderboard
RankWebsiteScoreReadinessLatest scanReport
25251de-de.facebook.com49/100Level 2, Agent-LimitedView report
25252www.unicef.org49/100Level 2, Agent-LimitedView report
25253www.talktalk.co.uk49/100Level 2, Agent-LimitedView report
25254www.fao.org49/100Level 2, Agent-LimitedView report
25255scholar.google.com49/100Level 2, Agent-LimitedView report
25256www.psu.edu49/100Level 2, Agent-LimitedView report
25257dx.doi.org49/100Level 2, Agent-LimitedView report
25258www.livejournal.com49/100Level 2, Agent-LimitedView report
25259www.mysql.com49/100Level 2, Agent-LimitedView report
25260www.un.org49/100Level 2, Agent-LimitedView report
25261cdc.gov49/100Level 2, Agent-LimitedView report
25262licensebuttons.net49/100Level 2, Agent-LimitedView report
25263slidesjs.com49/100Level 2, Agent-LimitedView report
25264devdocs.io49/100Level 2, Agent-LimitedView report
25265webdriver.io49/100Level 2, Agent-LimitedView report
25266vite.dev49/100Level 2, Agent-LimitedView report
25267old.reddit.com49/100Level 2, Agent-LimitedView report
25268frigate.video49/100Level 2, Agent-LimitedView report
25269uvdesk.com49/100Level 2, Agent-LimitedView report
25270www.reviewboard.org49/100Level 2, Agent-LimitedView report
25271sql-page.com49/100Level 2, Agent-LimitedView report
25272pocketbase.io49/100Level 2, Agent-LimitedView report
25273runtipi.io49/100Level 2, Agent-LimitedView report
25274libreserver.org49/100Level 2, Agent-LimitedView report
25275dpaste.org49/100Level 2, Agent-LimitedView report
25276cryptpad.org49/100Level 2, Agent-LimitedView report
25277joplinapp.org49/100Level 2, Agent-LimitedView report
25278openspeedtest.com49/100Level 2, Agent-LimitedView report
25279monetr.app49/100Level 2, Agent-LimitedView report
25280ihatemoney.org49/100Level 2, Agent-LimitedView report
25281neko.m1k1o.net49/100Level 2, Agent-LimitedView report
25282languagetool.org49/100Level 2, Agent-LimitedView report
25283libretranslate.com49/100Level 2, Agent-LimitedView report
25284hortusfox.github.io49/100Level 2, Agent-LimitedView report
25285git.mills.io49/100Level 2, Agent-LimitedView report
25286www.reaparr.rocks49/100Level 2, Agent-LimitedView report
25287www.openeclass.org49/100Level 2, Agent-LimitedView report
25288wger.de49/100Level 2, Agent-LimitedView report
25289genealogy.kreaweb.be49/100Level 2, Agent-LimitedView report
25290droposs.org49/100Level 2, Agent-LimitedView report
25291webtorrent.io49/100Level 2, Agent-LimitedView report
25292documenso.com49/100Level 2, Agent-LimitedView report
25293pi-hole.net49/100Level 2, Agent-LimitedView report
25294openslides.com49/100Level 2, Agent-LimitedView report
25295tigase.net49/100Level 2, Agent-LimitedView report
25296sfu.mirotalk.com49/100Level 2, Agent-LimitedView report
25297isso-comments.de49/100Level 2, Agent-LimitedView report
25298sipcapture.org49/100Level 2, Agent-LimitedView report
25299mlmmj.org49/100Level 2, Agent-LimitedView report
25300spectrum.im49/100Level 2, Agent-LimitedView report