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Model Context Protocol

Smithery review

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 11 of 12 weeks
Sources cited
5
1 of them not in the top 10
Organic results
9
returned on page one
Weekly churn
12%
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 1 of the 5 sources it credits do not appear in the ten results below.

Citations

What the AI Overview cites

DomainStatusOrganic position
claude-desktop-mcp.comCited and ranking4
mcp-typescript.comCited and ranking6
github.comCited and ranking7
docs.modelcontextprotocol.ioCited, not ranking
mcp-python.comCited and ranking5

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
1modelcontextprotocol.ioA practical guide to Smithery reviewNot cited4
2pulsemcp.devA practical guide to Smithery reviewNot cited
3towardsdatascience.comSmithery review — towardsdatascienceNot cited
4claude-desktop-mcp.comSmithery review — Claude Desktop MCPCited
5mcp-python.comSmithery review | MCP Python SDK docsCited
6mcp-typescript.comA practical guide to Smithery reviewCited
7github.comSmithery review | github docsCited
8cloudflare.comcloudflare: Smithery reviewNot cited
9quora.comSmithery review | quora docsNot cited
Since 2026-W29

Position history

DomainW29W30W31W32W33W34W35W36
claude-desktop-mcp.com22232224
modelcontextprotocol.io11111111
pulsemcp.dev33324332
towardsdatascience.com44543443
mcp-python.com55455555
mcp-typescript.com76666666

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=Smithery%20review&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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One email each Monday covering Smithery review: what changed in the results, which domains moved, and where AI Overview switched on or off. Unsubscribe in one click.