seo-stack-mcp 0.1.0

The complete open-source SEO data stack for AI agents — Google Search Console, GA4, Bing Webmaster Tools and Microsoft Clarity in one MCP server, with built-in analyst tools.

seo-stack-mcp

The complete open-source SEO data stack for AI agents. Google Search Console, Google Analytics 4, Bing Webmaster Tools and Microsoft Clarity in a single MCP server — with built-in analyst tools (cannibalization check, low-hanging fruit, content gap, weekly report), not just raw API wrappers.

Self-hosted, free, MIT. Works with Claude Desktop, Claude Code, Cursor, and any MCP client.

Why this instead of N separate servers?

• One install, one config — instead of wiring up 4 different MCP servers with 4 auth setups.
• Analyst tools included — ask "which queries are declining this month?" or "find my low-hanging-fruit keywords" and get an answer computed server-side, not a raw data dump your agent has to crunch.
• Sources are optional — configure only what you use; tools appear only for configured sources.
• Self-hosted — your tokens stay on your machine. No third-party hosted gateway reading your Search Console.

Quickstart (60 seconds)

Add to your MCP client config (Claude Desktop claude_desktop_config.json, Cursor mcp.json, or claude mcp add):

{
  "mcpServers": {
    "seo-stack": {
      "command": "uvx",
      "args": ["seo-stack-mcp"],
      "env": {
        "GOOGLE_APPLICATION_CREDENTIALS": "/path/to/service-account.json",
        "GA4_PROPERTY_ID": "123456789",
        "BING_WEBMASTER_API_KEY": "your-key",
        "CLARITY_API_TOKEN": "your-token"
      }
    }
  }
}

Every env var is optional — set only the sources you want. That's it: restart your client and ask "what are my top queries this week?".

To run the latest development version straight from GitHub, use "args": ["--from", "git+https://github.com/Raffaele86/seo-stack-mcp", "seo-stack-mcp"] instead.

Credentials

Source	What you need	Where to get it
GSC + GA4	Service account JSON (recommended) → GOOGLE_APPLICATION_CREDENTIALS	Google Cloud Console → create service account → enable Search Console API + Analytics Data API → add the SA email as a user in GSC / GA4
GSC + GA4 (alt)	OAuth desktop client JSON → SEO_STACK_OAUTH_CLIENT	First run opens a browser for consent; refresh token cached in ~/.config/seo-stack-mcp/
Bing	BING_WEBMASTER_API_KEY	Bing Webmaster Tools → Settings → API access
Clarity	CLARITY_API_TOKEN	Microsoft Clarity → project → Settings → Data Export API

Optional defaults: GSC_SITE_URL, BING_SITE_URL (so you don't repeat the site on every question).

Tools

Google Search Console (29 tools)

Tool	Description
gsc_bulk_inspect_urls	Inspect multiple URLs in batch via the URL Inspection API. Max 50 URLs per call.
gsc_bulk_request_indexing	Request indexing for multiple URLs via the Google Indexing API. Max 50 URLs.
gsc_cannibalization_check	Find queries where multiple pages compete (keyword cannibalization). Shows queries with 2+ ranking pages.
gsc_compare_periods	Compare two periods: shows deltas of clicks, impressions, CTR and position per item.
gsc_content_gap_analysis	Content gap analysis: queries where the competitor ranks but you don't (or you are far behind).
gsc_country_performance	Performance by country: clicks, impressions, CTR and average position. Default: last 28 days.
gsc_daily_stats	Aggregated daily site statistics: clicks, impressions, CTR and average position per day.
gsc_declining_queries	Queries losing clicks/positions: compares last N days vs the equivalent previous period.
gsc_delete_sitemap	Remove a sitemap from Google Search Console. Requires write scope on the credentials.
gsc_device_performance	Compare performance across MOBILE vs DESKTOP vs TABLET. Default: last 28 days.
gsc_indexing_status_summary	Indexing status summary for multiple URLs: how many indexed, not indexed, and errored.
gsc_inspect_url	Inspect a URL via the Google Search Console URL Inspection API.
gsc_keyword_opportunities	Queries with high impressions but low CTR in position 5-20: optimization opportunities.
gsc_list_sitemaps	List all sitemaps of a site in Google Search Console.
gsc_list_sites	List all Google Search Console properties available to the configured credentials.
gsc_low_hanging_fruit	Queries in position 3-10 with high impression volume: small optimizations can push them into the top 3.
gsc_page_trend	Daily trend for a specific page over the last N days (default 90).
gsc_pages_for_query	Which pages rank for a specific query? Shows all pages with performance data.
gsc_queries_for_page	Which queries drive traffic to a specific page? Shows all keywords with performance data.
gsc_query_trend	Daily trend for a specific query over the last N days (default 90).
gsc_request_indexing	Request indexing of a URL via the Google Indexing API.
gsc_rising_queries	Rising queries: compares last N days vs the equivalent previous period.
gsc_search_analytics	Query Search Analytics: clicks, impressions, CTR and position for the requested dimensions.
gsc_search_analytics_filtered	Search Analytics with advanced filters. Filters: query_contains, query_regex, page_contains, page_regex, country (e.g. 'ita'), device (MOBILE/DESKTOP/TABLET).
gsc_search_appearance	Performance by SERP result type (rich snippet, video, FAQ, etc.). Default: last 28 days.
gsc_submit_sitemap	Submit a sitemap to Google Search Console. Requires write scope on the credentials.
gsc_top_pages	Top pages by clicks or impressions. order_by: clicks, impressions, ctr, position. Default: last 28 days.
gsc_top_queries	Top queries by clicks or impressions. order_by: clicks, impressions, ctr, position. Default: last 28 days.
gsc_weekly_report	Automatic weekly report: last 7 days vs previous 7 days metrics with deltas and top queries/pages.

Google Analytics 4 (10 tools)

Tool	Description
ga4_compare_periods	Compare two periods with percentage delta on key metrics.
ga4_conversion_paths	User paths: acquisition source → landing page with sessions and users.
ga4_events	Top GA4 events with count and number of users.
ga4_landing_pages	Entry pages (landing pages) with sessions, users and bounce rate.
ga4_overview	Site overview: users, sessions, pageviews, bounce rate, average session duration.
ga4_page_performance	Detailed performance of a single page with device and source breakdown.
ga4_realtime	Realtime report: pages currently being viewed and active users.
ga4_top_pages	Top pages by traffic with full metrics (pageviews, users, duration, bounce rate).
ga4_traffic_sources	Traffic breakdown by source/medium (e.g. google/organic, direct/none).
ga4_user_demographics	User demographics breakdown: country, device, browser, language.

Bing Webmaster Tools (22 tools)

Tool	Description
bing_crawl_issues	URLs with crawl problems (4xx/5xx errors, redirects, etc.).
bing_crawl_stats	Bing crawl statistics: crawled pages, errors, redirects, etc.
bing_keyword	Bing impression volume for an exact query (impressions + broad).
bing_keyword_stats	Historical statistics for a keyword on Bing: impressions and trend.
bing_link_counts	Pages with the highest number of backlinks according to Bing.
bing_pages_for_query	Pages that rank for a specific query on Bing.
bing_queries_for_page	Search queries that drive traffic to a specific page.
bing_query_page_detail	Detailed statistics for a specific query + page combination.
bing_query_traffic	Daily traffic trend for a specific query on Bing.
bing_related_keywords	Keywords related to a search term on Bing, with impression data.
bing_sitemaps	List all sitemaps/feeds submitted to Bing.
bing_sites	List all sites verified in the Bing Webmaster Tools account.
bing_submission_quota	Check the URL submission quota for Bing.
bing_submit_sitemap	Submit a new sitemap/feed to Bing.
bing_submit_url	Submit a URL to Bing for indexing.
bing_submit_urls_batch	Submit a batch of URLs to Bing for indexing (max 500).
bing_top_pages	Top pages on Bing with clicks, impressions and average position.
bing_top_queries	Top Bing search queries with clicks, impressions and average position.
bing_traffic_stats	Daily Bing traffic statistics: clicks and impressions over time.
bing_url_info	Indexing status of a specific URL on Bing.
bing_url_links	Inbound backlinks to a specific URL according to Bing.
bing_url_traffic	Traffic data for a specific URL on Bing.

Microsoft Clarity (10 tools)

Tool	Description
clarity_breakdown	Free-form raw breakdown (1-3 dimensions). Power-user — costs 1 quota unit if not already cached.
clarity_dead_clicks	Top URLs with dead clicks (clicks on non-interactive elements — a UX problem signal).
clarity_engagement	Engagement Time + Scroll Depth per URL (or another dimension).
clarity_excessive_scroll	Top URLs with excessive scrolling (users hunting for info they can't easily find).
clarity_popular_pages	Top URLs by visits over the last days (Popular Pages metric, dimension=URL).
clarity_quickback_clicks	Top URLs with quickback clicks (user goes back immediately — page not relevant).
clarity_quota_status	Daily quota status (local counter, does not call the API).
clarity_rage_clicks	Top URLs with rage clicks (fast repeated clicks — user frustration).
clarity_script_errors	Top URLs with JS errors + error clicks (technical problems on the page).
clarity_traffic	Traffic breakdown from Microsoft Clarity (sessions, bot %, pages per session).

Why not the official GA4 server or mcp-gsc?

Both are good and this project doesn't pretend otherwise. Google's official analytics-mcp covers GA4 only; mcp-gsc covers GSC only. If you live in one data source, use them. This project is for people who work across the whole free SEO stack and want the cross-source workflow (GSC + GA4 + Bing + Clarity) plus opinionated analysis tools in one place.

License

MIT.

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Built and maintained by Raffaele Nocera — freelance web & SEO. Available for consulting.