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Suganthans BigQuery MCP Server

Unclaimed

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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This server needs project-specific setup. Follow the project instructions; no reusable public launch command is available yet.

Project instructions

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33 of 33 tools

Documented tools (33)

From project documentation. A server handshake does not verify each tool’s description or behavior.

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.

Tool change history

Compared across complete checks of the same configuration. Tools were listed, not invoked. Input-schema changes are not measured here.

No complete tool checks yet.

FAQ

Questions about Suganthans BigQuery MCP Server

How do I connect Suganthans BigQuery MCP Server to Claude?
The project does not publish a launch command that MCPVault could verify. Open the repository linked on this page for its install steps; the listing names Claude Desktop as compatible clients.
Is Suganthans BigQuery MCP Server free?
The listed licence is Apache-2.0. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
What can Suganthans BigQuery MCP Server do?
Suganthans BigQuery MCP Server documents 33 tools to the agent, including describe_table, ga4_gsc_branded_performance, ga4_gsc_content_roi. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.