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

48,466

No Serious Upgrade Needed

2,837

Needs Serious Upgrade

45,629

CanAgentUse public scan leaderboard
RankWebsiteScoreReadinessLatest scanReport
27701killbill.io48/100Level 2, Agent-LimitedView report
27702beancount.github.io48/100Level 2, Agent-LimitedView report
27703lubelogger.com48/100Level 2, Agent-LimitedView report
27704gwfh.mranftl.com48/100Level 2, Agent-LimitedView report
27705www.cups.org48/100Level 2, Agent-LimitedView report
27706asciinema.org48/100Level 2, Agent-LimitedView report
27707moodle.org48/100Level 2, Agent-LimitedView report
27708tasmota.github.io48/100Level 2, Agent-LimitedView report
27709minthcm.org48/100Level 2, Agent-LimitedView report
27710khoj.dev48/100Level 2, Agent-LimitedView report
27711easy-wi.com48/100Level 2, Agent-LimitedView report
27712samvera.org48/100Level 2, Agent-LimitedView report
27713d9.webcapsule.io48/100Level 2, Agent-LimitedView report
27714www.silverstripe.org48/100Level 2, Agent-LimitedView report
27715osem.io48/100Level 2, Agent-LimitedView report
27716p2p.mirotalk.com48/100Level 2, Agent-LimitedView report
27717artalk.js.org48/100Level 2, Agent-LimitedView report
27718wazo-platform.org48/100Level 2, Agent-LimitedView report
27719www.freepbx.org48/100Level 2, Agent-LimitedView report
27720www.linphone.org48/100Level 2, Agent-LimitedView report
27721kiwiirc.com48/100Level 2, Agent-LimitedView report
27722www.keila.io48/100Level 2, Agent-LimitedView report
27723opensmtpd.org48/100Level 2, Agent-LimitedView report
27724ntfy.sh48/100Level 2, Agent-LimitedView report
27725www.hyphanet.org48/100Level 2, Agent-LimitedView report
27726discount-bandit.cybrarist.com48/100Level 2, Agent-LimitedView report
27727cronicle.net48/100Level 2, Agent-LimitedView report
27728wallabag.org48/100Level 2, Agent-LimitedView report
27729quicktype.io48/100Level 2, Agent-LimitedView report
27730stackblitz.com48/100Level 2, Agent-LimitedView report
27731nominatim.org48/100Level 2, Agent-LimitedView report
27732sirv.com48/100Level 2, Agent-LimitedView report
27733imagekit.io48/100Level 2, Agent-LimitedView report
27734getpantry.cloud48/100Level 2, Agent-LimitedView report
27735neo4j.com48/100Level 2, Agent-LimitedView report
27736domain.digitalplat.org48/100Level 2, Agent-LimitedView report
27737localcert.net48/100Level 2, Agent-LimitedView report
27738www.duckdns.org48/100Level 2, Agent-LimitedView report
27739mdbgo.com48/100Level 2, Agent-LimitedView report
27740fontshare.com48/100Level 2, Agent-LimitedView report
27741difftext.com48/100Level 2, Agent-LimitedView report
27742www.seafile.com48/100Level 2, Agent-LimitedView report
27743meet.jit.si48/100Level 2, Agent-LimitedView report
27744wrapapi.com48/100Level 2, Agent-LimitedView report
27745iptrace.io48/100Level 2, Agent-LimitedView report
27746ipapi.is48/100Level 2, Agent-LimitedView report
27747vayable.com48/100Level 2, Agent-LimitedView report
27748wit.ai48/100Level 2, Agent-LimitedView report
27749www.proxino.com48/100Level 2, Agent-LimitedView report
27750mthsense.com48/100Level 2, Agent-LimitedView report