Suganthans BigQuery MCP Server

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by Suganthan-Mohanadasan

BigQuery MCP server for Claude — query any BigQuery dataset in natural language, with built-in SEO analysis tools for GSC bulk export data

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Tools (33)

describe_table

Column types, row counts, partitioning, size.

ga4_gsc_branded_performance

How does branded vs non-branded traffic convert?

ga4_gsc_content_roi

Which pages have the biggest gap between rankings and conversions? Diagnoses each page.

ga4_gsc_page_performance

Full page-level search + analytics metrics joined per landing page.

ga4_gsc_position_value

What is each search position worth on your site? Conversion rate and revenue per click by position bucket.

ga4_gsc_query_revenue

Which search queries actually drive revenue and conversions? Proportional attribution by click share.

ga4_gsc_snippet_mismatch

Which pages have misleading or underselling snippets?

gsc_alerts

Position drops, CTR collapses, click losses, disappeared pages. Severity rated

gsc_anomalies

ML anomaly detection. Flags genuinely unusual traffic patterns, not just threshold breaches.

gsc_anonymous_traffic

How much traffic is hidden behind anonymous queries? The API hides ~46% of clicks entirely.

gsc_cannibalisation

Keywords where multiple pages compete against each other

gsc_content_decay

Pages declining across three consecutive 30 day periods

gsc_content_gaps

Topics with search demand but no real content targeting them

gsc_content_recommendations

Prioritised actions: pages to update, content to create, pages to consolidate

gsc_ctr_benchmark

Your actual CTR per position vs industry benchmarks

gsc_ctr_opportunities

Pages with high impressions but CTR below expected for their position

gsc_device_split

Queries where mobile and desktop rank entirely different pages from your site.

gsc_forecast

ARIMAPLUS traffic forecasting via BigQuery ML. Predict clicks up to 365 days out.

gsc_genai_conversation_queries

Which queries are AI conversation fragments? Seven kinds sorted, no API row limits, plus the anonymised split the API can't see.

gsc_intent_breakdown

Classify all queries by search intent: informational, transactional, commercial, navigational.

gsc_new_keywords

Queries appearing in recent data that weren't present before.

gsc_ngrams

Extract recurring terms from queries. Find themes your content should cover.

gsc_quick_wins

Keywords at positions 4 to 15 with high impressions, scored by opportunity

gsc_report

Full markdown performance report

gsc_seasonal

Year over year monthly comparison. Spot seasonal patterns with YoY percentage changes.

gsc_site_snapshot

How is the site doing overall? Clicks, impressions, CTR, position with period comparison

gsc_topic_cluster

Aggregated performance for all pages matching a URL path pattern

gsc_traffic_drops

What lost traffic, and whether it's a ranking loss, CTR collapse, or demand decline

list_datasets

Discover available datasets in your project.

list_tables

All tables and schemas in a dataset.

query

Run any SELECT query. Claude writes the SQL for you.

query_cost_estimate

Dry run to see bytes scanned before executing.

sample_rows

Preview rows without writing SQL.