Sites using MCP Server
Response header indicating the site exposes a Model Context Protocol server.
Get told when a new site ships with MCP Server.
Stackdar watches every launch we detect and sends you the ones using MCP Server, by email, Slack or webhook. On every plan, from £15 a month.
See how alerts work48 sites
46 found by StackScope, 2 via launch platforms
- StackScope Wider Web 30
- StackScope Discovery (Indie) 16
- Product Hunt 2
MCP Server has been detected on 48 launches we've crawled. The 7-day rolling share is 0.0%, roughly steady week on week. Most recent detection: DataPorch: Governed data access for AI agents, today.
It's most commonly paired with HSTS, Cloudflare DNS, and nginx. By product type, the launches using it are most often AI (28%), Developer Tools (28%), and Marketing (22%). By domain ending, launches using it are 10.9 times as likely as the average launch to live on a .ai domain.
What kind of products ship with MCP Server
18 launches
Domain endings using MCP Server
47 sites
- .ai 51.06%
- .com 19.15%
- .dev 10.64%
- .io 4.26%
- .app 2.13%
- .co 2.13%
Share of new sites using MCP Server
Each dot is one launch day. Line is the 7-day rolling average. Chart starts at first detection.
The shaded parts of the chart are measured against a different set of sites.
Grey: until 8 July 2026 we only tracked launches from launch platforms. From that date we crawl the wider web as well.
Amber: on 10 September 2026 we improved our infrastructure so we can index new sites much sooner, often on the day they go live. Sites found that early often haven't finished setting up, so anything usually added after launch reads lower from that date. We record each site as it was when we found it.
The share is a proportion of whatever we were tracking at the time, so it can step at these lines without the technology itself changing. For a single continuous measure, switch to launch platforms.
AI Signal leaders
| Tool | % of launches | % of category | ||
|---|---|---|---|---|
| #1 | OpenAI Domain Verification | <0.01% | 64.20% | |
| #2 | MCP Server Current page | <0.01% | 27.27% | |
| #3 | AEO Meta Tags | <0.01% | 3.41% | |
| #4 | ChatGPT | <0.01% | 3.41% | |
| #5 |
Claude
|
<0.01% | 1.70% |
Percentages show adoption among indie launches: the share of all analysed launches, and of launches using any AI Signal tool. All 6 in AI Signal →
Often used with
| Tool | Sites |
|---|---|
| HSTS | 38 |
Cloudflare DNS
|
25 |
nginx
|
25 |
Google Fonts
|
16 |
Google Search Console
|
10 |
Tools most often detected on the same sites as MCP Server.
Recent launches we can show
18 of the 48 sites using MCP Server are product launches we list individually. The other 30 are sites we found crawling the wider web: they count towards the figures above, but we do not publish them one by one. How StackScope Discovery works
adb-mcp: drive Android with AI over MCP
Developer Tools
UK Archives Hosting | Get Your Archive Online | AtoM, ArchivesSpace & CALM Migration
The Autopilot Index — tracking companies run by AI
Directory
Blueutils - Developer Utilities & API Suite
Developer Tools
Daemoon — One login. Every infrastructure.
AI
Kontato for Agents — Seus agentes ganharam um numero
StatePayRules | 2026 US Wage, Overtime & Labor Compliance Hub
WebFindDeals
AgentConnect
AI
Issue tracking for your AI
AI
HAIL — Heroes of the AI League
Showing the most recent 12 of 18.
The StackScope API serves all 48 sites using MCP Server, filterable and exportable, from £15 a month.