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

48,457

No Serious Upgrade Needed

2,831

Needs Serious Upgrade

45,626

CanAgentUse public scan leaderboard
RankWebsiteScoreReadinessLatest scanReport
6751www.slu.edu60/100Level 3, Bot-AwareView report
6752adr.org60/100Level 3, Bot-AwareView report
6753www.radiofrance.fr60/100Level 3, Bot-AwareView report
6754metacpan.org60/100Level 3, Bot-AwareView report
6755jekyllrb.com60/100Level 3, Bot-AwareView report
6756www.yr.no60/100Level 3, Bot-AwareView report
6757www.upworthy.com60/100Level 3, Bot-AwareView report
6758brew.sh60/100Level 3, Bot-AwareView report
6759datereviewers.com60/100Level 3, Bot-AwareView report
6760www.wetpaint.com60/100Level 3, Bot-AwareView report
6761www.abs.gov.au60/100Level 3, Bot-AwareView report
6762www.highsnobiety.com60/100Level 3, Bot-AwareView report
6763www.hamburg.de60/100Level 3, Bot-AwareView report
6764www.rijksmuseum.nl60/100Level 3, Bot-AwareView report
6765www.nrc.nl60/100Level 3, Bot-AwareView report
6766www.eatright.org60/100Level 3, Bot-AwareView report
6767www.morganstanley.com60/100Level 3, Bot-AwareView report
6768www.ecowatch.com60/100Level 3, Bot-AwareView report
6769thehackernews.com60/100Level 3, Bot-AwareView report
6770join.chat60/100Level 3, Bot-AwareView report
6771www.infoq.com60/100Level 3, Bot-AwareView report
6772www.theblaze.com60/100Level 3, Bot-AwareView report
6773tsm.expendifii.com60/100Level 3, Bot-AwareView report
6774www.gsk.com60/100Level 3, Bot-AwareView report
6775www.shell.com60/100Level 3, Bot-AwareView report
6776snapwidget.com60/100Level 3, Bot-AwareView report
6777follow.it60/100Level 3, Bot-AwareView report
6778www.esri.com60/100Level 3, Bot-AwareView report
6779www.sendspace.com60/100Level 3, Bot-AwareView report
6780www.rfi.fr60/100Level 3, Bot-AwareView report
6781www.aps.org60/100Level 3, Bot-AwareView report
6782www.syracuse.edu60/100Level 3, Bot-AwareView report
6783www.visa.co.in60/100Level 3, Bot-AwareView report
6784lifehack.org60/100Level 3, Bot-AwareView report
6785www.xe.com60/100Level 3, Bot-AwareView report
6786www.france24.com60/100Level 3, Bot-AwareView report
6787es.wordpress.org60/100Level 3, Bot-AwareView report
6788cn.wordpress.org60/100Level 3, Bot-AwareView report
6789www.ucl.ac.uk60/100Level 3, Bot-AwareView report
6790www.mitre.org60/100Level 3, Bot-AwareView report
6791pubmed.ncbi.nlm.nih.gov60/100Level 3, Bot-AwareView report
6792www.cmu.edu60/100Level 3, Bot-AwareView report
6793www.android.com60/100Level 3, Bot-AwareView report
6794521dimensions.com60/100Level 3, Bot-AwareView report
6795bundle.js.org60/100Level 3, Bot-AwareView report
6796documize.com60/100Level 3, Bot-AwareView report
6797timetagger.app60/100Level 3, Bot-AwareView report
67984gaboards.com60/100Level 3, Bot-AwareView report
6799titra.io60/100Level 3, Bot-AwareView report
6800shipshipship.io60/100Level 3, Bot-AwareView report