What is an SEO MCP server?

A server that exposes SEO data sources (Search Console, GA4, SERP APIs, crawlers, rank trackers) as tools an AI agent can call directly, so the agent works from live numbers instead of pasted exports.

Which Google Search Console MCP server is best?

SEO Skill for most people: free, Google sign-in, grade A. gsc-mcp-full if you want 37 tools and a local history you can query with SQL. sarahpark/google-search-console if you want read-only with the smallest footprint.

Is there an official Ahrefs or Semrush MCP server?

Not in the official MCP registry as of October 2026. The listings under those names are third-party wrappers; check the grade and never give an open endpoint a paid API key.

Are SEO MCP servers safe?

Mostly. None of the scanned SEO servers grades D or F. The risks are static API keys in environment variables and write tools that publish or delete. Keep write tools behind approval in your client and read the safety report before adding one.

Do I need an API key?

For local servers, yes: your own Google, DataForSEO or vendor key. RankCLI and the self-hosted crawlers need none. Official vendor servers such as SE Ranking and Serpstat use OAuth.

How is this list ranked?

Reviewed servers first, then by adoption (downloads, stars, gateway calls), at most two per publisher. The safety grade is shown but never used for ordering. Nothing is sponsored.

Best SEO MCP servers (2026)

An SEO MCP server gives an AI agent (Claude Code, Cursor, ChatGPT, VS Code) direct access to the data you would otherwise copy out of Search Console, a rank tracker or a crawler. Ask which queries lost clicks last week and which pages they land on, and the agent calls the tool, reads the real numbers and answers.

The catch is that these servers hold your Google account, your API keys and, in some cases, the right to publish to your site. Picking one is a trust decision as much as a feature decision, which is why every row below carries a safety grade next to its adoption numbers.

769 listed, 60 scanned and ranked below. Guide reviewed 2026-10-30; grades and numbers update after every scan run.

Scanned servers (60)

Safety-scanned and ordered by adoption. If you run one of these, a review puts it in the section above.

1
SEO Skill
Free Google Search Console MCP: your real GSC, Google Analytics and keyword data for AI agents.
not reviewed
Established
A
2
Google Ads + Meta Ads + SEO/GEO MCP
Google Ads, Meta Ads, Google Analytics (GA4) & Search Console MCP server by Ryze AI
not reviewed
Established
A
3
SEO Monster
Local-first SEO MCP: track AI citations, Search Console, GA4, PageSpeed, Cloudflare, IndexNow, CrUX.
not reviewed
Established
A
4
Search Console MCP
Google Search Console + Bing + GA4 + AdSense — unified SEO intelligence for AI agents.
not reviewed
Established
C
5
SEO Audit Console
Technical SEO in Claude: GSC + crawl + DataForSEO - audit, portfolio, market sizing, content recon.
not reviewed
Established
A
6
three.ws Signals
Discover signal feeds ranked by proven edge, rank publishers, and subscribe + track results.
not reviewed
Established
B
7
Suede Skills MCP
Read-only access to 71 Suede skills: discovery, install options, SEO audits, A-F grading.
not reviewed
Established
A
8
squirrelscan
Website QA for your coding agent: audit SEO, performance, security, accessibility over MCP.
not reviewed
Established
B
9
HasData Google Search (SERP)
Google SERP as JSON: organic, AI Overview, People Also Ask, AI Mode, news, shopping. No Cloud setup.
not reviewed
Established
A
10
Screaming Frog SEO Spider MCP Server (headless)
Headless Screaming Frog SEO Spider via its CLI: run crawls, export and filter data, no GUI needed.
not reviewed
Established
A
11
Web Validator by DigestSEO
Audit public webpages and supplied markup for HTML, CSS, SEO, JSON-LD, and link issues.
not reviewed
Growing
A
12
HasData TikTok
Public TikTok profiles, videos, comments and keyword search as JSON. No developer account.
More from hasdata.com →
not reviewed
Growing
A
13
TypeSafe Jev
MCP server over TypeSafe Jev: typed ask, rank and check judgments return calibrated probabilities.
not reviewed
Growing
A
14
Scholar Feed
Rank CS/AI/ML papers by citations, forecast impact, or code adoption; trace 23.2M citation edges.
not reviewed
Growing
B
15
DispatchSEO
Open-source SEO manager for coding agents: keyword research, content PRs, rank + Search Console.
not reviewed
Growing
A
16
Miru
Hybrid semantic and keyword code search for coding agents.
not reviewed
Growing
B
17
Openwebninja
Official MCP server for OpenWeb Ninja APIs - 40+ real-time web data and SERP APIs as MCP tools
not reviewed
Growing
B
18
Biorxiv
Search and retrieve bioRxiv and medRxiv preprints — by DOI, date interval, or keyword — via MCP.
not reviewed
Growing
A
19
Code Context
Local code search for AI coding agents: hybrid keyword + semantic + SQL over an index in your repo.
not reviewed
Growing
A
20
Google Search Console
Google Search Console: SEO audits, performance queries, URL inspection, indexing checks.
not reviewed
Growing
B
21
X (Twitter) Trends MCP
Twitter (X) trends over time, with growth for any keyword. Free key at trendsmcp.ai
not reviewed
Growing
A
22
SEO Trends MCP
Spot keyword demand rising or fading. Trend volume and growth signals. Free key at trendsmcp.ai
not reviewed
Growing
A
23
Cituna
AI visibility MCP server: how 7 AI engines cite your brand daily, with Google Search Console.
not reviewed
Growing
A
24
RankCLI
Free, local SEO + GEO audits for AI assistants - no signup, nothing leaves your machine.
not reviewed
Growing
A
25
Nist Nvd
Search and audit NIST NVD CVEs by keyword, severity, CWE, CISA KEV status, and CPE.
More from cyanheads →
not reviewed
Growing
A
26
Tracetify
Find competitors, trace how they grew, watch what they ship — plus your Search Console.
not reviewed
Growing
A
27
Crawlie
Technical SEO + GEO (AI-search) site audits: hosted crawls, prioritized fixes, report diffs.
not reviewed
Growing
A
28
Scrawly MCP Server
MCP server for the Scrawly SEO crawler: query local audits and propose confirmation-gated fixes.
not reviewed
Growing
A
29
SEO Tools: XMLStock SERP (Google + Yandex)
Google & Yandex SERP + Yandex Wordstat via XMLStock (read-only).
not reviewed
Growing
B
30
SEO Tools: Yandex Wordstat
MCP server for Yandex Wordstat keyword frequencies (official API v2). Free Yandex Cloud Search API.
More from antohins →
not reviewed
Growing
B
31
Serp
MCP server for Google search results via SERP API
not reviewed
Growing
A
32
bisibility
Track keyword rankings, research SEO opportunities, and manage bisibility projects with AI agents.
not reviewed
Growing
A
33
Outrank
Plan SEO keywords, write and publish articles to your site, read Search Console and backlink data
not reviewed
Growing
A
34
Log10x MCP
Rank log patterns by volume and cost, then compact, tier down or offload the excess over each cap
not reviewed
Growing
A
35
Google Search Console
Google Search Console MCP for analytics, indexing, sitemaps, and SEO diagnostics.
not reviewed
Growing
B
36
pseolint
Penalty-risk audit for programmatic SEO sites: verdict, risk score, and a fix manifest.
not reviewed
Growing
B
37
Mencoro
Track and manage how your brand appears in AI answers: rank, mentions, sentiment, share of voice.
not reviewed
Growing
A
38
Open SEO Crawler
Self-hosted SEO crawler: run site audits and AI crawler checks, then read the issues and pages.
not reviewed
Growing
A
39
Google Search Console
Google Search Console MCP server — search analytics, URL inspection, and sitemaps
not reviewed
Growing
B
40
Black SEO Analyzer
Audit a page or crawl a whole site for technical SEO issues, locally. Compares crawls.
not reviewed
Growing
B
41
openchronicle-mcp
Memory database for LLM agents — persistent semantic + keyword memory, project namespacing, served o
More from CSOAI-ORG →
not reviewed
Growing
A
42
Librecrawl — Technical SEO Audit MCP Server
Self-hosted technical SEO audit MCP. 50+ checks, WAF detection, ephemeral. Built on LibreCrawl.
not reviewed
Growing
B
43
Cite42
AI visibility and SEO data for AI agents: citations, keywords, trends, and scheduled trackers.
not reviewed
Growing
A
44
MetricPort
Google Search Console, Ads and AdSense analytics for AI clients. Hosted, read-only, 57 tools.
not reviewed
Growing
A
45
ApexVol Options Analytics
Options analytics for AI assistants: chains, IV rank, VRP, Greeks, GEX, expected moves, screeners.
not reviewed
Growing
A
46
Quanticdata
Live web access for agents: scrape, SERP search, crawl/map, 100+ collectors, datasets, proxies.
not reviewed
Growing
A
47
Google Search Console
Google Search Console: 37 tools, every API endpoint, hourly data, history beyond 16 months.
not reviewed
Growing
A
48
Snapdec
Snap decisions for coding agents: local or hosted classify/check/score/rank via MCP.
not reviewed
Growing
A
49
gsearch
Real Google Search for AI agents: real URLs, AI Overview and People also ask as typed JSON.
not reviewed
Growing
B
50
NewsBlog Composer
Verifies news stories, mines SEO keywords, builds schema and reviews your draft. You write it.
not reviewed
Growing
B
51
Frase SEO
SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content. 121 tools.
not reviewed
Growing
B
52
webfetch
Self-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching
not reviewed
Growing
B
53
Saglitzdesign
Expert design & marketing MCP: UI/UX, design languages, SEO/GEO, tokens, a11y, recipes.
not reviewed
Growing
A
54
SEO Notary
Verify what a web page really returns over HTTP and in a browser. Deterministic, local, no LLM.
not reviewed
Growing
A
55
Tengence GEO Agent
GEO/SEO content engine: planning, writing, gate checks, WordPress publishing, GEO monitoring.
not reviewed
Growing
A
56
Singapore Proxy
Browse the web and run Google search through real Singapore mobile carrier IPs.
not reviewed
Growing
A
57
Google Search Console
Google Search Console MCP server: 20 read tools, no write tools.
not reviewed
Growing
B
58
geoseo-mcp
SEO + GEO: Search Console, Bing, Yandex, IndexNow, AI Overviews and LLM citation tracking.
not reviewed
Growing
B
59
Seoscoreapi
SEO audits, AI readability, accessibility, backlinks and score monitoring from SEO Score API.
not reviewed
Growing
B
60
Semrush Appcenter
Manage subscriptions, users, and send event notifications for Semrush apps
not reviewed
Growing
B

See every graded seo server →

SEO MCP servers compared

One row per job. Grade, stars, downloads and last release are read live from each listing; sign-in and write access are from our scan and the publisher's docs.

Server	Best for	Grade	Sign-in	Write tools	Runs	Stars	Downloads/wk	Last release
SEO Skill	Free Search Console, GA4 and keyword data	A	Your Google account	None	Local + remote	577	1.4k	2026-10
RankCLI	Local SEO and GEO audits, nothing leaves your machine	A	None needed	None	Local	1	2.4k	2026-09
Google Search Console	Deepest Search Console coverage, 37 tools, local history	A	Service-account JSON	Adds properties, deletes sitemaps	Local	1	260	2026-10
Google Search Console	Smallest safe Search Console footprint	B	API key in env	None (4 read-only tools)	Local	10	97	2026-09
Search Console MCP	Most-starred Search Console server	C	API key in env	Not inspected	Local	310	404	2026-10
HasData Google Search (SERP)	SERPs as JSON, incl. AI Overviews and AI Mode	A	API key	None (10 read-only tools)	Local + remote	17	105	2026-10
SE Ranking	Full platform: keywords, backlinks, audits, AI visibility (official)	B	OAuth or API key	Not inspected (behind sign-in)	Remote	–	–	—
Serpstat	Platform data over a remote endpoint (official)	B	OAuth	Not inspected (behind sign-in)	Remote	–	–	—
DataForSEO MCP by InsightfulPipe	Hosted DataForSEO with per-action switches	A	OAuth	Not inspected (behind sign-in)	Remote	0	–	2026-10
Screaming Frog SEO Spider MCP Server (headless)	Run Screaming Frog crawls from the agent	A	Your SF licence, local	delete_crawl	Local	93	207	2026-10
SEO Monster	GSC, GA4, PageSpeed, CrUX, IndexNow in one local server	A	Your keys, local	IndexNow submissions	Local	325	321	2026-09
squirrelscan	Hosted site QA: SEO, performance, security, accessibility	B	API key	6 of 25 tools (sites, keys)	Remote	267	–	2026-09
Frase SEO	Research, write, optimise and publish; 121 tools	B	Frase account	Publishes content	Local + remote	0	116	2026-10
Outrank	Plan, write and publish articles to your own site	A	Outrank account	Publishes content	Local + remote	0	375	2026-10

How to choose

How to read the list

The order is computed, not written: servers reviewed by people who run them come first, then the rest by real-world adoption (weekly package downloads, GitHub stars, gateway calls), at most two per publisher. The A-F grade is a separate signal from a public rubric and never changes the order, so a popular server can carry a C and a small one an A. Nothing here is sponsored and no grade can be bought.

Three things matter more than the rest when you choose. Sign-in says what protects the server: OAuth (the method the MCP spec defines), an API key, a service-account file, or nothing. Write tools are the tools that change something, such as adding a property, deleting a crawl or publishing an article, because that is what an agent can get wrong. The grade is the scan result; the row on each listing says why points were lost.

Search Console

Four servers do this well and they differ mostly in blast radius. SEO Skill is the one most people should start with: free, actively maintained, and it signs in with your Google account rather than a service-account file you have to manage. Google Search Console (gsc-mcp-full) is for people who live in GSC: 37 tools including cannibalisation detection, low-CTR opportunities, period comparison and a local history store you can query with SQL. It can also add properties and delete sitemaps, so keep its write tools behind approval in your client.

sarahpark/google-search-console is the opposite trade: four read-only tools (search analytics, URL inspection, sitemaps, sites) and nothing that writes; it grades B only because the key sits in an environment variable. The most-starred option, Search Console MCP, grades C: a large codebase, a static key in env and a weaker code scan. Popularity and safety are not the same column. All Google Search Console servers are compared on the GSC hub.

Keyword, SERP and backlink data

If you want raw SERPs as JSON, including AI Overviews, People Also Ask and AI Mode responses, HasData Google Search is graded A with ten read-only tools and no write access. For platform data, the two official vendor servers in the registry are SE Ranking (OAuth or API key; keywords, backlinks, audits, AI-search visibility) and Serpstat (OAuth). Both grade B because the scanner cannot inspect tools behind a sign-in, which is the right behaviour, not a flaw in the server.

DataForSEO has no official listing in the registry yet; the InsightfulPipe wrapper grades A and lets you switch each action on or off per account. We found no official Ahrefs server in the registry either. The listing under that name is an unofficial API proxy with an open endpoint, graded C: do not give it your Ahrefs key.

Crawling and technical audits

RankCLI is the only entry that needs no account at all: audits run locally and nothing leaves the machine, which is why it grades A and leads weekly downloads. Screaming Frog headless drives a licensed Screaming Frog install from the agent (crawl, export, aggregate) with one write tool, delete_crawl; it is a third-party wrapper, not published by Screaming Frog Ltd. squirrelscan is a hosted audit service with 25 tools, six of which create or delete websites and API keys: fine behind approval, risky on autopilot. Open SEO Crawler and Librecrawl are self-hosted alternatives for teams that cannot send URLs to a third party.

All-in-one and publishing

SEO Monster bundles Search Console, GA4, PageSpeed, CrUX, Cloudflare and IndexNow behind one local server and is the most-starred all-rounder. Frase, Outrank and RankControl go further and publish content to your site. They grade A or B, but their whole purpose is write access: treat them like a CMS login, not a data source.

What the grade means for SEO servers

SEO servers are a worst case for MCP risk because they hold two things at once: Google account access and, increasingly, publish rights. In our September research, 19% of publishers running a remote server left write tools open to anyone who connects. In this category the common deductions are different: static API keys read from environment variables, no repository listed, and large codebases with shell or eval patterns. None of the scanned SEO servers currently grades D or F. Each listing links its full report with every finding and its evidence, and publishers can appeal a finding.

Install

Every listing has the exact config for Claude Code, Claude Desktop, Cursor and VS Code. Local servers run with npx or uvx; remote ones are a URL you paste in. For Search Console servers you also need either a Google sign-in (SEO Skill) or a service-account JSON with the Search Console API enabled (gsc-mcp-full, sarahpark). The client guides cover each config file: Claude Code, Cursor, VS Code, ChatGPT.

SEO MCP servers: common questions

What is an SEO MCP server?: A server that exposes SEO data sources (Search Console, GA4, SERP APIs, crawlers, rank trackers) as tools an AI agent can call directly, so the agent works from live numbers instead of pasted exports.
Which Google Search Console MCP server is best?: SEO Skill for most people: free, Google sign-in, grade A. gsc-mcp-full if you want 37 tools and a local history you can query with SQL. sarahpark/google-search-console if you want read-only with the smallest footprint.
Is there an official Ahrefs or Semrush MCP server?: Not in the official MCP registry as of October 2026. The listings under those names are third-party wrappers; check the grade and never give an open endpoint a paid API key.
Are SEO MCP servers safe?: Mostly. None of the scanned SEO servers grades D or F. The risks are static API keys in environment variables and write tools that publish or delete. Keep write tools behind approval in your client and read the safety report before adding one.
Do I need an API key?: For local servers, yes: your own Google, DataForSEO or vendor key. RankCLI and the self-hosted crawlers need none. Official vendor servers such as SE Ranking and Serpstat use OAuth.
How is this list ranked?: Reviewed servers first, then by adoption (downloads, stars, gateway calls), at most two per publisher. The safety grade is shown but never used for ordering. Nothing is sponsored.

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