WebMCP on new websites

Browser API that lets a web page expose structured tools to AI agents, so an agent can call the page's own actions instead of driving its interface.

Sites using WebMCP
251,641
since May 2026
Last 30 days
6.6%
of new sites, to Oct 18
+2.3 pts on the 30 days before
Last 7 days
6.4%
of new sites, 7-day average
-0.1 pts on the week before
Rank in AI Agent
#1
of 702 tools, all time
First seen May 6, 2026
Last seen Oct 19, 2026
Website webmachinelearning.github.io

What we found

  1. About 1 in 15 websites that went live in the last 30 days use WebMCP (6.6%).[1]
  2. It is the most common AI agent on new sites, about 30 times as common as the next, Angie AI Assistant.
  3. Nine in ten new WebMCP sites also use Vite.
  4. It is unusually common on .store domains: 10% of the domains running it, against 2.1% of domains across new sites.

Share of new sites using WebMCP

0% 2% 4% 6% 8% 10 Sep Oct

The line is the 7-day average share of new sites that use WebMCP, since 10 September.

Who uses WebMCP

Kind of site 63,007 sites with a known type
TypeSitesShareBar
E-commerce 40,781 64.7%
Health 7,551 12.0%
Games 2,794 4.4%
Social 1,742 2.8%
Productivity 1,672 2.7%
Finance 1,529 2.4%
Content 1,437 2.3%
Design 1,289 2.1%
Education 1,193 1.9%
Developer Tools 1,058 1.7%
Marketing 763 1.2%
AI 427 0.7%
Country[2] 44,636 sites with a likely country
CountrySitesShareBar
US 9,438 21.1%
France 9,162 20.5%
UK 6,530 14.6%
India 6,234 14.0%
Canada 2,516 5.6%
Spain 1,743 3.9%
Australia 1,346 3.0%
Sweden 1,266 2.8%
Switzerland 696 1.6%
Germany 669 1.5%
Italy 476 1.1%
Netherlands 415 0.9%
Domain ending 250,256 sites
EndingSitesShareBar
.com 174,646 69.8%
.store 25,784 10.3%
.fr 7,866 3.1%
.uk 5,839 2.3%
.co 5,766 2.3%
.in 5,359 2.1%
.online 4,405 1.8%
.us 2,697 1.1%
.net 2,668 1.1%
.ca 2,087 0.8%
.site 1,590 0.6%
.org 1,385 0.6%
Green hosting[3] 654 checked sites since Apr 2026
SitesGreenBar
WebMCP 76%
All new sites 47%

AI Agent on new sites

# Movement Tool Share of all sites Share of category Bar
1 – WebMCP 4.2% 96.0%
2 – Angie AI Assistant 0.1% 3.0%
3 – MetaGPT <0.1% 0.2%
4 ▼2 Chatbase <0.1% 0.2%
5 ▲2 Zanderio AI <0.1% 0.2%

All-time shares across the new sites we track: of all of them, and of the sites using any AI Agent tool. All 702 in AI Agent

Often used with WebMCP

Tool Sites with both vs all new sites Bar
ES Module Shims 115,579 16x
Shopify 228,392 16x
Google Domains DNS 100,442 14x
Facebook Pixel 44,591 5.2x
Vite 234,533 3.9x

Tools that turn up far more often on WebMCP sites than on new sites in general, and how many times as common each one is there.

Recently launched products built on WebMCP

Notes

  1. These figures cover websites that went live since April 2026, not the web as a whole.
  2. Country comes from what each site says about itself, such as a company registration, legal terms or a phone number, not just its domain ending. Too few sites state their country plainly for the usual count, so this one also counts single signals: a country domain ending, a phone number (for North America, its area code), a location the site declares in its own page metadata, or a country-specific vendor stack and the page language where they agree and nothing contradicts them. Read these as likely rather than certain.
  3. Green hosting is the share whose web host The Green Web Foundation lists as running on green energy, among sites checked since 1 April 2026, against the same share for every new site we checked over that time. Data from The Green Web Foundation.

How this page is made

FirstSited looks at each new website near the day it goes live and records what it was built with. We do not go back later, so these figures describe what sites launch with, not what they run today. A site counts towards WebMCP when we detect WebMCP on it at that look.

Every share on this page is a proportion of the new sites we were tracking at the time. Sites we found across the wider web count towards the figures, but only product launches are listed by name. How we detect technologies · How we find new sites

Something not look right? If a technology shown here is wrong or out of date, email [email protected] and we'll review it.