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

48,486

No Serious Upgrade Needed

2,846

Needs Serious Upgrade

45,640

CanAgentUse public scan leaderboard
RankWebsiteScoreReadinessLatest scanReport
27701www.researchgate.net48/100Level 2, Agent-LimitedView report
27702www.doi.org48/100Level 2, Agent-LimitedView report
27703policies.google.com48/100Level 2, Agent-LimitedView report
27704ricostacruz.com48/100Level 2, Agent-LimitedView report
27705plotly.com48/100Level 2, Agent-LimitedView report
27706amcharts.com48/100Level 2, Agent-LimitedView report
27707foalts.org48/100Level 2, Agent-LimitedView report
27708www.wikidocs.app48/100Level 2, Agent-LimitedView report
27709bluecherrydvr.com48/100Level 2, Agent-LimitedView report
27710traggo.net48/100Level 2, Agent-LimitedView report
27711focalboard.com48/100Level 2, Agent-LimitedView report
27712traduora.co48/100Level 2, Agent-LimitedView report
27713websoft9.com48/100Level 2, Agent-LimitedView report
27714sandstorm.io48/100Level 2, Agent-LimitedView report
27715homelabos.com48/100Level 2, Agent-LimitedView report
27716docs.gath.io48/100Level 2, Agent-LimitedView report
27717immich.app48/100Level 2, Agent-LimitedView report
27718myfinbudget.com48/100Level 2, Agent-LimitedView report
27719mybucks.online48/100Level 2, Agent-LimitedView report
27720kresus.org48/100Level 2, Agent-LimitedView report
27721killbill.io48/100Level 2, Agent-LimitedView report
27722beancount.github.io48/100Level 2, Agent-LimitedView report
27723lubelogger.com48/100Level 2, Agent-LimitedView report
27724gwfh.mranftl.com48/100Level 2, Agent-LimitedView report
27725www.cups.org48/100Level 2, Agent-LimitedView report
27726asciinema.org48/100Level 2, Agent-LimitedView report
27727moodle.org48/100Level 2, Agent-LimitedView report
27728tasmota.github.io48/100Level 2, Agent-LimitedView report
27729minthcm.org48/100Level 2, Agent-LimitedView report
27730khoj.dev48/100Level 2, Agent-LimitedView report
27731easy-wi.com48/100Level 2, Agent-LimitedView report
27732samvera.org48/100Level 2, Agent-LimitedView report
27733d9.webcapsule.io48/100Level 2, Agent-LimitedView report
27734www.silverstripe.org48/100Level 2, Agent-LimitedView report
27735osem.io48/100Level 2, Agent-LimitedView report
27736p2p.mirotalk.com48/100Level 2, Agent-LimitedView report
27737artalk.js.org48/100Level 2, Agent-LimitedView report
27738wazo-platform.org48/100Level 2, Agent-LimitedView report
27739www.freepbx.org48/100Level 2, Agent-LimitedView report
27740www.linphone.org48/100Level 2, Agent-LimitedView report
27741kiwiirc.com48/100Level 2, Agent-LimitedView report
27742www.keila.io48/100Level 2, Agent-LimitedView report
27743opensmtpd.org48/100Level 2, Agent-LimitedView report
27744ntfy.sh48/100Level 2, Agent-LimitedView report
27745www.hyphanet.org48/100Level 2, Agent-LimitedView report
27746discount-bandit.cybrarist.com48/100Level 2, Agent-LimitedView report
27747cronicle.net48/100Level 2, Agent-LimitedView report
27748wallabag.org48/100Level 2, Agent-LimitedView report
27749quicktype.io48/100Level 2, Agent-LimitedView report
27750stackblitz.com48/100Level 2, Agent-LimitedView report