什么是 SEO MCP 服务器?
把 SEO 数据或操作(搜索分析、关键词研究、外链、抓取、CMS 发布)以工具形式提供给 AI 客户端调用的 MCP 服务器。
SEO MCP 服务器让 AI 助手读取真实的搜索数据,而不是靠猜:Google Search Console 的查询表现、SEO 数据商的关键词搜索量和外链,或者你正在审计的页面的实时 HTML。
先从下面按用途挑出的精选开始,再浏览所有带 SEO 标签的服务器。
Search Console(两种实现)、DataForSEO 官方服务器(关键词与 SERP 数据)、Ahrefs(外链)、Firecrawl(抓取并提取页面),以及用于发布修改的 WordPress 官方适配器。
AminForou
Google Search Console Insights with Claude AI for SEOs
ahonn
A Model Context Protocol (MCP) server providing access to Google Search Console
dataforseo
DataForSEO API modelcontextprotocol server
mendableai
🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
WordPress
Official WordPress plugin that exposes Abilities API abilities as MCP tools, resources and prompts for AI agents.
所有带 SEO 标签的服务器,按 GitHub Star 排序。
priyankark
Allows AI assistants such as Amp/Cline/Cursor/Claude Code/Codex/GitHub Copilot to use Google's lighthouse tool to measure perf metrics for your webpage. You can then run an agentic loop and get the assistants to optimize those metrics!
Crawlie
Technical SEO + GEO audits your agents can run
followanton
Use Sleepwalker to access AI visibility data (prompts, answers, citations) and Content Intelligence insights (trends, opportunities). Available via MCP, API, CLI and Sleepwalker App.
HasData
Hosted Google Search / SERP MCP server from HasData, no Google Cloud project. Organic results, AI Overview, People Also Ask, AI Mode, news and shopping for Claude, Cursor and any MCP client.
metehan777
It connects directly to your Google Search Console account via the official API, letting you access key data right from AI tools like Claude Desktop or OpenAI Agents SDK and others .
zizzfizzix
Model Context Protocol (MCP) server for Bing Webmaster Tools (BWT) allowing Claude.ai and other clients to interact with the BWT API
mbeato
APIMesh — 23 pay-per-call web analysis APIs + 16-tool MCP server with autonomous API generation. Security audits, SEO, tech stack detection. x402 + Stripe MPP payments.
webmyc
172 MCP tools for WordPress. Native page builder support for 12 builders. The MCP server behind Respira for WordPress.
ouranos-labs
SpamBrain-proof your pSEO before you publish, audit page relationships, not just pages. AI-triaged findings, 8 LLM providers, local telemetry, cost caps, MCP server.
moonbirdai
MCP server for marketing technology analysis with AI assistants. Enables Claude and other MCP clients to detect analytics tools, tag managers, and advertising pixels through conversational interfaces.
localseodata
MCP server for Local SEO Data. Gives AI assistants access to 42 local SEO tools.
AKzar1el
OAuth-protected Google Search Console analytics, URL inspection, sitemap, and indexing tools for MCP clients.
AutomateLab-tech
Whole-site AEO/GEO audit. Point it at a site, get a ready-to-run plan your agent executes. Orchestrates the ai-seo + citation-intelligence MCPs.
AKzar1el
W3C HTML/CSS Validator and Technical SEO Audit MCP Server. Part of the DigestSEO (https://digestseo.com) suite.
naihaoko
tracetify
17 tools for marketing and SEO research inside Claude Code, Cursor, Codex or ChatGPT: the ads any domain runs on Meta and Google, how a product grew from 12 public sources with every claim linked, your own Search Console
Sambel
Search 40,000+ expired and auction domains from 12 platforms (GoDaddy, Dynadot, DropCatch, Catched, Gname, SEO.Domains...) with SEO metrics, quality scores, Trust Flow, domain age, and auction prices.
adityaarsharma
Open-source self-hosted technical SEO audit MCP server built on the LibreCrawl engine. Runs full audits inside Claude, Cursor, or Codex — 37 tools, 50+ checks per audit (hreflang, schema.org Rich Results, security headers, image performance, WAF detection on 200-OK pages), chunke
Eason-Gao3
A production-grade Google Trends MCP server for AI workflow integration. Supports batch research of up to 50 keywords with cross-batch normalization, compare up to 5 keywords precisely, async task support, and REST API + GPT Actions. Compatible with 7 major AI clients: Claude Des
KenanAtmaca
App Store Optimization MCP Server keyword research, competitor analysis, review sentiment & metadata management for AI assistants. No API key required.
Revnu
Run Revnu's AI growth agent from Claude, Cursor or VS Code: review outreach, read leads and manage workflows.
unitedideas
Audit public websites and AI crawler policies from any MCP client—remote, read-only, no auth.
mlava
AI agent readability scanner — score any public URL against the Vercel Agent Readability Spec, llmstxt.org, and 6 agent-protocol manifests (MCP, A2A, agents.json, agent-permissions, UCP, x402). 59 checks with per-check fix guidance. Same engine as agent-ready.dev.
AstraVerify
Email security and AI discoverability scores for any domain, with the exact DNS record or tag to fix. Five read-only tools, no account or key needed.
Hermoso
Hermoso is an AI marketing agent and AI ad generator you run from your AI agent: a remote MCP server that researches the ads already winning in your market, makes image and video ads and organic posts in your brand, publ
krissanders
MCP server that audits AI-bot visibility. Reports per-bot robots.txt verdicts for 22 AI user-agents (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.), Cloudflare AI-default flags, on-page schema, sitemap, llms.txt, SPA-shell detection, and cross-model brand mentions via P
AIsa
AIsa is one key for 950+ data APIs across SEO and AI visibility, finance, social, web search, sales and agent mail — the go-to-market data stack behind prospecting, competitor research and brand monitoring. Five tools ra
TriRank
Ask your AI assistant about your site's real Google rankings (GSC) and AI search visibility — citation rates across ChatGPT, Perplexity, Gemini & Claude, citation gaps, and Ahrefs Domain Rating. OAuth 2.1 or API key. Fre
im-ff
Free technical-SEO audit MCP server for AI agents — crawl, 154 checks, LLM-ready reports. Hosted at crawlinx.com, no signup/API key.
sudomichael
Google Search Console for Claude, Cursor & any MCP client — one sign-in, 30 seconds, no Google Cloud project, chat with your GSC instantly. Six read-only tools (search analytics incl. Google Discover, period comparison with computed deltas, batch URL inspection, sitemaps) plus fi
Br0ski777
SEO keyword research via Google Suggest with intent scoring and long-tail discovery. -- x402 micropayment API + MCP server for AI agents
fullstackdegen
Agent Audit runs Lighthouse against any URL and converts the output into structured fix packs your coding agent can execute. Each fix pack includes the failing audit evidence, CSS selectors to locate the issue in your repo, implementation steps, and acceptance criteria to verify
captainChaozi
unaibamir
Give an AI agent access to your WordPress site without handing it the keys. It only does what you allow, and it's off until you turn it on.
CybrCoast LLC
Hosted SEO MCP server for Claude, ChatGPT, Cursor, and Codex. Keyword research, current and historical SERPs, rank tracking, backlinks, site audits, and AI visibility, plus free Google Search Console and GA4 reads. Pay p
goagentcy
A managed AI marketing agent that plugs into all your AI tools. Ask about your marketing in natural language. Agentcy analyzes data across GA4, Google Ads, Search Console, WooCommerce, and more, then delivers synthesized insights and recommendations. Not a data dump. An agent tha
Track competitors, rankings, and how AI answers rank you — then write and publish the fix.
kaufmann-seocrawl-ai
SEOcrawl AI is an SEO + GEO (AI visibility) platform. The MCP server gives your AI assistant 21 tools: live Google Search Console performance, keyword and page analysis, site-audit page explorer, SEO task management, and chart annotations — all over a hosted, OAuth-secured endpoi
sandcastlelabs
MCP server for Collimer — run a free AI-search visibility scan (ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews) from any agent. npx collimer-mcp
VarynForge
VarynForge is an SEO research SaaS that exposes its full workflow as MCP tools. Connect once from Claude Desktop, Claude Code, Cursor, Codex or any MCP host, then ask your agent to set up a project, hand it your article
AskWatch
Ask Google Search Console in plain language from Claude, ChatGPT, Cursor or Claude Code. Connect your Google account once and AskWatch issues a personal link: no Cloud project, no credentials.json, nothing to run or host
lamcearber-spec
PageSpeed, WHOIS, DNS, SSL checks, and site health analysis for AI agents. 6 tools, free, no API key.
karma-domains
Connect Karma.Domains to ChatGPT, Claude, Cursor, VS Code, or another MCP client — and find a domain in plain language. The same auctions, expired, backorder, and buy-now data you use in the app, plus saved filters, note
Vee3io
Website: https://vee3.io
runFleets
Multi-site analytics for AI agents. Read-only GA4, Search Console, Cloudflare edge, and PageSpeed data across every site you run, plus audits that return paste-ready fixes. Local stdio server via npx -y fleets-mcp; pairs with the fleets CLI (npm: fleets).
apexradius
Multi-account Google Search Console MCP server. Query search analytics, inspect URLs, manage sitemaps, and compare performance across multiple GSC accounts from any MCP client.
glivera
Professional SEO auditing MCP server with 14 tools and 9 specialist agents. Quick audits, deep multi-agent analysis, Core Web Vitals, E-E-A-T scoring, schema validation, local SEO, GEO/AI readiness, and site crawling. Free tier available.
cobusvdwest
适用于 Claude、Cursor 等 AI 客户端的 SEO MCP 服务器:Google Search Console、关键词与外链数据、站点抓取和 WordPress 发布。
把 SEO 数据或操作(搜索分析、关键词研究、外链、抓取、CMS 发布)以工具形式提供给 AI 客户端调用的 MCP 服务器。
有,开源实现有好几个。它们用你的 Google 账号查询你名下资源的点击、展示、排名和索引状态。
能。连接这里的数据服务器后,就可以让 Claude 找出下滑的查询词、做关键词聚类或审计页面;再配合 SEO Skill,可以得到可复用的检查流程。
Search Console 和抓取类服务器可以免费运行。关键词和外链类服务器依赖付费数据商,费用走你在那边的账号。