10 actions in 9 pieces of software · ranked by words, meaning and measured trust · 644 ms

1. 1bigquery-optimizationverified and signedpassport

   skillgoogle/skillsrecord

   • bigquery-optimization

     Provides workflows to optimize BigQuery environments (capacity planning, editions), storage assets (partitioning, clustering, storage lifecycles, billing models), and SQL queries. Use when optimizing cost, modeling Edition migrations, rightsizing reservations, evaluating logical vs. physical storage

2. 2bigquery-slot-cost-optimizerverified and signedpassport

   skillgoogle/skillsrecord

   • bigquery-slot-cost-optimizer

     Analyzes Google Cloud BigQuery slot consumption, query costs, and execution bottlenecks using INFORMATION_SCHEMA. Use when diagnosing slow BigQuery queries, slot starvation, high on-demand query costs, unpartitioned table scans, or join performance issues. Don't use for generic BigQuery administrati

3. 3bigquery-observabilityverified and signedpassport

   skillgoogle/skillsrecord

   • bigquery-observability

     Provides data-retrieval best practices, tool selection guidance, and performant SQL query syntax for BigQuery telemetry across INFORMATION_SCHEMA, Cloud Monitoring, and the REST API. Use when the telemetry to fetch is already known, selecting telemetry tools, writing performant INFORMATION_SCHEMA qu

4. 4bigquery-troubleshootingverified and signedpassport

   skillgoogle/skillsrecord

   • bigquery-troubleshooting

     Provides diagnostic workflows and step-by-step root-cause analysis procedures for actively broken, failing, or slow BigQuery jobs, execution graph and query plan stage bottlenecks, system performance issues, or unexpectedly expensive workloads. Use when interpreting symptoms, isolating bottlenecks,

5. 5sqlalchemy-bigqueryverified and signedpassport

   librarygoogleapis/google-cloud-pythonrecord10,380,530 downloads/month

   • bigquery

   • sqlalchemy

6. 6BigQuery FinOps MCP Serverfound in code, not yet checkedno passport yet
   • get_optimization_recommendations

     Get optimization recommendations for expensive queries

7. 7database-query-optimizationverified and signedpassport

   skillaj-geddes/useful-ai-promptsrecord

   • database-query-optimization

     Improve database query performance through indexing, query optimization, and execution plan analysis. Reduce response times and database load.

8. 8MCP BigQuery Serverfound in code, not yet checkedno passport yet

   MCP serverMousten/mcp-bigquery-server

   • analyze_query_performance

     Analyze historical query performance patterns and provide optimization recommendations with cost insights.

9. 9bigquery-basicsverified and signedpassport

   skillgoogle/skillsrecord

   • bigquery-basics

     Manages datasets, tables, and jobs in BigQuery. Use when you need to interact with BigQuery, run SQL queries, manage BigQuery resources (datasets, tables, views), or perform basic data ingestion and analysis.