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

40,350

No Serious Upgrade Needed

2,472

Needs Serious Upgrade

37,878

CanAgentUse public scan leaderboard
RankWebsiteScoreReadinessLatest scanReport
5901www.slu.edu60/100Level 3, Bot-AwareView report
5902adr.org60/100Level 3, Bot-AwareView report
5903www.radiofrance.fr60/100Level 3, Bot-AwareView report
5904metacpan.org60/100Level 3, Bot-AwareView report
5905jekyllrb.com60/100Level 3, Bot-AwareView report
5906www.yr.no60/100Level 3, Bot-AwareView report
5907www.upworthy.com60/100Level 3, Bot-AwareView report
5908brew.sh60/100Level 3, Bot-AwareView report
5909datereviewers.com60/100Level 3, Bot-AwareView report
5910www.wetpaint.com60/100Level 3, Bot-AwareView report
5911www.abs.gov.au60/100Level 3, Bot-AwareView report
5912www.highsnobiety.com60/100Level 3, Bot-AwareView report
5913www.hamburg.de60/100Level 3, Bot-AwareView report
5914www.rijksmuseum.nl60/100Level 3, Bot-AwareView report
5915www.nrc.nl60/100Level 3, Bot-AwareView report
5916www.eatright.org60/100Level 3, Bot-AwareView report
5917www.morganstanley.com60/100Level 3, Bot-AwareView report
5918www.ecowatch.com60/100Level 3, Bot-AwareView report
5919thehackernews.com60/100Level 3, Bot-AwareView report
5920join.chat60/100Level 3, Bot-AwareView report
5921www.infoq.com60/100Level 3, Bot-AwareView report
5922www.theblaze.com60/100Level 3, Bot-AwareView report
5923tsm.expendifii.com60/100Level 3, Bot-AwareView report
5924www.gsk.com60/100Level 3, Bot-AwareView report
5925www.shell.com60/100Level 3, Bot-AwareView report
5926snapwidget.com60/100Level 3, Bot-AwareView report
5927follow.it60/100Level 3, Bot-AwareView report
5928www.esri.com60/100Level 3, Bot-AwareView report
5929www.sendspace.com60/100Level 3, Bot-AwareView report
5930www.rfi.fr60/100Level 3, Bot-AwareView report
5931www.aps.org60/100Level 3, Bot-AwareView report
5932www.syracuse.edu60/100Level 3, Bot-AwareView report
5933www.visa.co.in60/100Level 3, Bot-AwareView report
5934lifehack.org60/100Level 3, Bot-AwareView report
5935www.xe.com60/100Level 3, Bot-AwareView report
5936www.france24.com60/100Level 3, Bot-AwareView report
5937es.wordpress.org60/100Level 3, Bot-AwareView report
5938cn.wordpress.org60/100Level 3, Bot-AwareView report
5939www.ucl.ac.uk60/100Level 3, Bot-AwareView report
5940www.mitre.org60/100Level 3, Bot-AwareView report
5941pubmed.ncbi.nlm.nih.gov60/100Level 3, Bot-AwareView report
5942www.cmu.edu60/100Level 3, Bot-AwareView report
5943www.android.com60/100Level 3, Bot-AwareView report
5944521dimensions.com60/100Level 3, Bot-AwareView report
5945bundle.js.org60/100Level 3, Bot-AwareView report
5946documize.com60/100Level 3, Bot-AwareView report
5947timetagger.app60/100Level 3, Bot-AwareView report
59484gaboards.com60/100Level 3, Bot-AwareView report
5949titra.io60/100Level 3, Bot-AwareView report
5950shipshipship.io60/100Level 3, Bot-AwareView report