Preview. Every figure on this site is currently a fixture, not a measurement — the live crawl has not run yet. Nothing here describes Google's actual results.
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Model Context Protocol

how to use Claude Desktop MCP

Measured weekly since 2026-W25. 12 observations.

Measured 2026-W36 · 2026-08-31 · google.com, gl=us

2026-W36

This week

AI Overview
Showing
in 10 of 12 weeks
Sources cited
4
2 of them not in the top 10
Organic results
10
returned on page one
Weekly churn
14%
of the top 10 changes each week
AI Overview, week by week
2026-W252026-W36
How much the top 10 moved

Google is answering this query itself, and 2 of the 4 sources it credits do not appear in the ten results below.

Citations

What the AI Overview cites

DomainStatusOrganic position
digitalocean.comCited and ranking2
fastmcp.comCited and ranking3
docs.python.orgCited, not ranking
modelcontextprotocol.ioCited, not ranking

A domain marked Cited, not ranking is credited in Google's answer while sitting outside the ten organic results. Across the whole corpus that is true of 38.8% of citations.

Page one

Organic results

#DomainTitleIn the overviewSitelinks
1docs.smithery.devHow to use Claude Desktop MCP | Smithery docsNot cited
2digitalocean.comHow to use Claude Desktop MCP | digitalocean docsCited
3fastmcp.comFastMCP: how to use Claude Desktop MCPCited
4g2.comHow to use Claude Desktop MCP — g2Not cited
5docs.glama.comHow to use Claude Desktop MCP | Glama docsNot cited
6cloudflare.comcloudflare: how to use Claude Desktop MCPNot cited
7en.wikipedia.orgA practical guide to how to use Claude Desktop MCPNot cited
8smithery.devHow to use Claude Desktop MCP in 2026Not cited
9cursor-mcp.ioHow to use Claude Desktop MCP in 2026Not cited
10signalfield.blogA practical guide to how to use Claude Desktop MCPNot cited
Since 2026-W29

Position history

DomainW29W30W31W32W33W34W35W36
digitalocean.com11111112
docs.smithery.dev23223221
fastmcp.com42332333
g2.com34444454
cloudflare.com55556546
en.wikipedia.org77767777

A dot means the domain was not on page one that week. This is the part no live SERP checker can show you: it needs someone to have been measuring before you asked.

Blocks

Features on this page

AI Overview People Also Ask Related searches Knowledge panel Sitelinks

Filled means Google rendered the block for this query this week. AI Overview, People Also Ask, Related searches, Knowledge panel, Sitelinks — each has its own prevalence across all 4,185 queries.

API

Reproduce this page

Every figure above comes from one call. This is that call — the same endpoint, the same parameters, run once a week.

curl --request GET \
  --url 'https://serpens.p.rapidapi.com/api/v1/search_ai_overview?q=how%20to%20use%20Claude%20Desktop%20MCP&gl=us&hl=en&format=json' \
  --header 'x-rapidapi-host: serpens.p.rapidapi.com' \
  --header 'x-rapidapi-key: YOUR_KEY'

Run it on your own queries

Free tier, no card. The AI Overview endpoint returns the overview, its citations, and the organic results in one response.

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Get this measurement every week

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