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

36,688

No Serious Upgrade Needed

2,286

Needs Serious Upgrade

34,402

CanAgentUse public scan leaderboard
RankWebsiteScoreReadinessLatest scanReport
4701www.blm.gov61/100Level 3, Bot-AwareView report
4702www.sfsu.edu61/100Level 3, Bot-AwareView report
4703www.nh.gov61/100Level 3, Bot-AwareView report
4704www.linksys.com61/100Level 3, Bot-AwareView report
4705www.csulb.edu61/100Level 3, Bot-AwareView report
4706www.themuse.com61/100Level 3, Bot-AwareView report
4707doaj.org61/100Level 3, Bot-AwareView report
4708www.khaleejtimes.com61/100Level 3, Bot-AwareView report
4709www.bfmtv.com61/100Level 3, Bot-AwareView report
4710www.degruyterbrill.com61/100Level 3, Bot-AwareView report
4711www.nature.org61/100Level 3, Bot-AwareView report
4712penzu.com61/100Level 3, Bot-AwareView report
4713symfony.com61/100Level 3, Bot-AwareView report
4714www.maryland.gov61/100Level 3, Bot-AwareView report
4715ilya.grigorik.com61/100Level 3, Bot-AwareView report
4716justgiving.com61/100Level 3, Bot-AwareView report
4717www.huffingtonpost.co.uk61/100Level 3, Bot-AwareView report
4718www.huffpost.com61/100Level 3, Bot-AwareView report
4719akismet.com61/100Level 3, Bot-AwareView report
4720raneto.com61/100Level 3, Bot-AwareView report
4721rapidforge.io61/100Level 3, Bot-AwareView report
4722bifroest.engity.org61/100Level 3, Bot-AwareView report
4723docs.bracketapp.nl61/100Level 3, Bot-AwareView report
4724invoiceshelf.com61/100Level 3, Bot-AwareView report
4725oxygenz.fr61/100Level 3, Bot-AwareView report
4726www.tagspaces.org61/100Level 3, Bot-AwareView report
4727webdb.app61/100Level 3, Bot-AwareView report
4728chartbrew.com61/100Level 3, Bot-AwareView report
4729www.elabftw.net61/100Level 3, Bot-AwareView report
4730modoboa.org61/100Level 3, Bot-AwareView report
4731docs.onetimesecret.com61/100Level 3, Bot-AwareView report
4732swetrix.com61/100Level 3, Bot-AwareView report
4733oss.medama.io61/100Level 3, Bot-AwareView report
4734newreleases.io61/100Level 3, Bot-AwareView report
4735snapapi.pics61/100Level 3, Bot-AwareView report
4736veriphone.io61/100Level 3, Bot-AwareView report
4737www.trackingplan.com61/100Level 3, Bot-AwareView report
4738www.logspot.io61/100Level 3, Bot-AwareView report
4739foursquare.com61/100Level 3, Bot-AwareView report
4740www.gumlet.com61/100Level 3, Bot-AwareView report
4741www.thenile.dev61/100Level 3, Bot-AwareView report
4742www.couchbase.com61/100Level 3, Bot-AwareView report
4743qoddi.com61/100Level 3, Bot-AwareView report
4744www.activepieces.com61/100Level 3, Bot-AwareView report
4745www.jsdelivr.com61/100Level 3, Bot-AwareView report
4746forms.app61/100Level 3, Bot-AwareView report
4747formkeep.com61/100Level 3, Bot-AwareView report
4748formcarry.com61/100Level 3, Bot-AwareView report
4749www.flagsmith.com61/100Level 3, Bot-AwareView report
4750verifalia.com61/100Level 3, Bot-AwareView report