Google Search Console, Bing, GA4 and SEO reports for Claude, ChatGPT and any MCP client
Scored across 19 tools
Most tools are cleanly separated by resource and granularity: cwv_get_origin vs cwv_get_url vs cwv_history, and gsc_inspect_url vs gsc_inspect_urls_batch are clearly distinguished by their descriptions. The main soft spot is the report_* family, where report_content_decay, report_traffic_drops and report_quick_wins all look at declining/underperforming search performance and could be mis-picked, though the descriptions do spell out the different lenses (sustained slide vs period comparison vs position 4-20 opportunity). report_index_health also re-inspects URLs like the inspection tools, but its sitemap-driven aggregation makes it reasonably distinct.
Names are uniformly snake_case and grouped under clear domain prefixes (cwv_, gsc_, psi_, indexnow_, report_), which makes scanning predictable. The only deviation is that the eight report_* tools are noun-phrase analyses rather than verb_noun operations, while the rest follow prefix+verb+noun; still readable and internally consistent within each group.
19 tools is on the high side, but each covers a genuinely distinct surface: CrUX data, GSC property/sitemap/inspection/analytics, PageSpeed Insights, IndexNow, and eight canned analyses. The canned reports earn their place by encoding multi-step analytics logic an agent would otherwise have to assemble, so the count is justified rather than padded.
Coverage of read/analysis workflows is strong (sites, sitemaps, inspection incl. batch, analytics, CrUX, PSI, canned reports). However, the surface is read-only plus one IndexNow key generator with no tool to actually submit URLs to IndexNow, and there is no sitemap submit/delete or property add/verify operation, leaving obvious lifecycle dead ends.
Real-user Core Web Vitals (LCP, INP, CLS, FCP, TTFB) for a whole origin from the Chrome UX Report, last 28 days, p75 + good/NI/poor shares.
Inputs: origin (required), form_factor.
Real-user Core Web Vitals for a single URL from the Chrome UX Report (needs enough Chrome traffic).
Inputs: url (required), form_factor.
Weekly Core Web Vitals history (up to ~6 months) for an origin or URL. Give exactly one of origin or url.
Inputs: url, chart, origin, form_factor.
Get one property and the account's permission level on it.
Inputs: site (required).
Get details of one submitted sitemap.
Inputs: site (required), sitemap_url (required).
URL Inspection API: is the URL indexed, coverage state, canonicals, last crawl, robots, mobile usability and rich results. Quota: 2000/day, 600/min per property.
Inputs: url (required), site (required), language_code.
Inspect up to 500 URLs sequentially (throttled to stay under 600/min). Returns a compact status per URL and stops cleanly when the daily quota is hit.
Inputs: site (required), urls (required), language_code.
List sitemaps submitted for a property, with status, errors, warnings and indexed counts.
Inputs: site (required).
List all Google Search Console properties this account can access, with permission level.
Inputs: no named parameters.
Query Google Search performance data grouped by dimensions (query, page, country, device, searchAppearance, date, hour) with filters. A single Search Analytics query returns at most 25,000 rows (platform limit): JSON output is capped at 25,000 rows, and format=csv keeps paginating with startRow until your limit, but it stops as soon as the API rejects the next page and then reports summary.truncated=true — so never treat a shorter rows_total as a complete dataset. format=csv writes the rows to a file and returns the path. The hour dimension requires data_state=hourly_all (set automatically when unset).
Inputs: site (required), chart, limit, range, +8 more.
Generate a new IndexNow key and tell you which file to host on the site. Then set INDEXNOW_KEY and restart the server.
Inputs: host (required).
Run Lighthouse via PageSpeed Insights for a URL: category scores, lab metrics, field data and top opportunities. Takes 10-30 s.
Inputs: url (required), strategy, categories.
Splits Search Console queries into branded (contain any of your brand terms) and non-branded, with clicks, impressions and click share for each, plus the top queries in both groups. Pass your brand name and common spellings in brand_terms; leave it out to use the brand terms saved for the site in the dashboard.
Inputs: site (required), top, range, end_date, +2 more.
Queries where 2+ of your pages each get a meaningful share of impressions, splitting ranking signals.
Inputs: site (required), limit, range, end_date, +3 more.
Pages whose clicks fell in every one of the last 3 consecutive windows of the chosen length (default 28 days each, 84 days total): a steady slide, not a one-off dip. Sorted by clicks lost. Candidates for a content refresh.
Inputs: site (required), limit, range, end_date, +3 more.
Pages whose CTR is under half of your site's median CTR at the same position: candidates for better titles/meta descriptions.
Inputs: site (required), limit, range, end_date, +2 more.
Read URLs from a sitemap (or all sitemaps submitted in GSC), inspect up to max_urls with the URL Inspection API, and group by coverage state. Uses inspection quota (2000/day).
Inputs: site (required), max_urls, sitemap_url.
Query+page pairs ranking at positions 4-20 with many impressions: the cheapest traffic to gain by improving existing pages. Sorted by potential extra clicks.
Inputs: site (required), chart, limit, range, +3 more.
Compare the period with the same-length period right before it. Returns biggest click losers and gainers by page or query.
Inputs: site (required), chart, limit, range, +3 more.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
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Live Google Ads, GA4, Search Console, Meta Ads and GBP data in Claude, ChatGPT and any MCP client
SEO research, Search Console, GA4 and PPC tools for Claude and ChatGPT.
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SEO audits, Search Console, GA4, keyword and backlink data for Claude, ChatGPT and Cursor.
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