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

48,461

No Serious Upgrade Needed

2,834

Needs Serious Upgrade

45,627

CanAgentUse public scan leaderboard
RankWebsiteScoreReadinessLatest scanReport
7851www.gimp.org59/100Level 3, Bot-AwareView report
7852group.accor.com59/100Level 3, Bot-AwareView report
7853backgrind.com59/100Level 3, Bot-AwareView report
7854www.ubc.ca59/100Level 3, Bot-AwareView report
7855www.podbean.com59/100Level 3, Bot-AwareView report
7856www.gallup.com59/100Level 3, Bot-AwareView report
7857getbootstrap.com59/100Level 3, Bot-AwareView report
7858openssl.org59/100Level 3, Bot-AwareView report
7859www.addtoany.com59/100Level 3, Bot-AwareView report
7860www.nasa.gov59/100Level 3, Bot-AwareView report
7861creativecommons.org59/100Level 3, Bot-AwareView report
7862amusewiki.org59/100Level 3, Bot-AwareView report
7863yourls.org59/100Level 3, Bot-AwareView report
7864www.tuleap.com59/100Level 3, Bot-AwareView report
7865leantime.io59/100Level 3, Bot-AwareView report
7866gogs.io59/100Level 3, Bot-AwareView report
7867forgejo.org59/100Level 3, Bot-AwareView report
7868dietpi.com59/100Level 3, Bot-AwareView report
7869www.photoprism.app59/100Level 3, Bot-AwareView report
7870eu.pwpush.com59/100Level 3, Bot-AwareView report
7871www.passbolt.com59/100Level 3, Bot-AwareView report
7872docs.inventree.org59/100Level 3, Bot-AwareView report
7873vendure.io59/100Level 3, Bot-AwareView report
7874spreecommerce.org59/100Level 3, Bot-AwareView report
7875azimutt.app59/100Level 3, Bot-AwareView report
7876www.monicahq.com59/100Level 3, Bot-AwareView report
7877vvveb.com59/100Level 3, Bot-AwareView report
7878www.foodcoopshop.com59/100Level 3, Bot-AwareView report
7879www.humhub.com59/100Level 3, Bot-AwareView report
7880mailcow.email59/100Level 3, Bot-AwareView report
7881jami.net59/100Level 3, Bot-AwareView report
7882karakeep.app59/100Level 3, Bot-AwareView report
7883taleshape.com59/100Level 3, Bot-AwareView report
7884newuuid.com59/100Level 3, Bot-AwareView report
7885flows.sh59/100Level 3, Bot-AwareView report
7886fileshot.io59/100Level 3, Bot-AwareView report
7887tenzu.net59/100Level 3, Bot-AwareView report
7888codehooks.io59/100Level 3, Bot-AwareView report
7889filebase.com59/100Level 3, Bot-AwareView report
7890www.zoneedit.com59/100Level 3, Bot-AwareView report
7891www.huaweicloud.com59/100Level 3, Bot-AwareView report
7892www.lilbots.io59/100Level 3, Bot-AwareView report
7893leancloud.app59/100Level 3, Bot-AwareView report
7894flutterflow.io59/100Level 3, Bot-AwareView report
7895connectycube.com59/100Level 3, Bot-AwareView report
7896domcloud.co59/100Level 3, Bot-AwareView report
7897heyform.net59/100Level 3, Bot-AwareView report
7898fluidforms.ai59/100Level 3, Bot-AwareView report
7899verimail.io59/100Level 3, Bot-AwareView report
7900www.sendstreak.com59/100Level 3, Bot-AwareView report