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

41,056

No Serious Upgrade Needed

2,509

Needs Serious Upgrade

38,547

CanAgentUse public scan leaderboard
RankWebsiteScoreReadinessLatest scanReport
21801www.un.org49/100Level 2, Agent-LimitedView report
21802cdc.gov49/100Level 2, Agent-LimitedView report
21803licensebuttons.net49/100Level 2, Agent-LimitedView report
21804slidesjs.com49/100Level 2, Agent-LimitedView report
21805devdocs.io49/100Level 2, Agent-LimitedView report
21806webdriver.io49/100Level 2, Agent-LimitedView report
21807vite.dev49/100Level 2, Agent-LimitedView report
21808old.reddit.com49/100Level 2, Agent-LimitedView report
21809frigate.video49/100Level 2, Agent-LimitedView report
21810uvdesk.com49/100Level 2, Agent-LimitedView report
21811www.reviewboard.org49/100Level 2, Agent-LimitedView report
21812sql-page.com49/100Level 2, Agent-LimitedView report
21813pocketbase.io49/100Level 2, Agent-LimitedView report
21814runtipi.io49/100Level 2, Agent-LimitedView report
21815libreserver.org49/100Level 2, Agent-LimitedView report
21816dpaste.org49/100Level 2, Agent-LimitedView report
21817cryptpad.org49/100Level 2, Agent-LimitedView report
21818joplinapp.org49/100Level 2, Agent-LimitedView report
21819openspeedtest.com49/100Level 2, Agent-LimitedView report
21820monetr.app49/100Level 2, Agent-LimitedView report
21821ihatemoney.org49/100Level 2, Agent-LimitedView report
21822neko.m1k1o.net49/100Level 2, Agent-LimitedView report
21823languagetool.org49/100Level 2, Agent-LimitedView report
21824libretranslate.com49/100Level 2, Agent-LimitedView report
21825hortusfox.github.io49/100Level 2, Agent-LimitedView report
21826git.mills.io49/100Level 2, Agent-LimitedView report
21827www.reaparr.rocks49/100Level 2, Agent-LimitedView report
21828www.openeclass.org49/100Level 2, Agent-LimitedView report
21829wger.de49/100Level 2, Agent-LimitedView report
21830genealogy.kreaweb.be49/100Level 2, Agent-LimitedView report
21831droposs.org49/100Level 2, Agent-LimitedView report
21832webtorrent.io49/100Level 2, Agent-LimitedView report
21833documenso.com49/100Level 2, Agent-LimitedView report
21834pi-hole.net49/100Level 2, Agent-LimitedView report
21835openslides.com49/100Level 2, Agent-LimitedView report
21836tigase.net49/100Level 2, Agent-LimitedView report
21837sfu.mirotalk.com49/100Level 2, Agent-LimitedView report
21838isso-comments.de49/100Level 2, Agent-LimitedView report
21839sipcapture.org49/100Level 2, Agent-LimitedView report
21840mlmmj.org49/100Level 2, Agent-LimitedView report
21841spectrum.im49/100Level 2, Agent-LimitedView report
21842alf.io49/100Level 2, Agent-LimitedView report
21843stackstorm.com49/100Level 2, Agent-LimitedView report
21844openarchiver.com49/100Level 2, Agent-LimitedView report
21845superfeedr.com49/100Level 2, Agent-LimitedView report
21846www.hookrelay.dev49/100Level 2, Agent-LimitedView report
21847remarkbox.com49/100Level 2, Agent-LimitedView report
21848beampipe.io49/100Level 2, Agent-LimitedView report
21849onecompiler.com49/100Level 2, Agent-LimitedView report
21850excalidraw.com49/100Level 2, Agent-LimitedView report