23 tools that work with BigQuery: 6 MCP servers, 16 Agent Skills and 1 Claude Code plugin. 0 of the remote servers answered our live check, 0 worked without an API key, and 3 come from an official or verified publisher. Ranked by GitHub stars plus official, live and free-to-try signals.
Most common uses: Warehouses & analytics (BigQuery, Snowflake...) (14), SQL databases (5), Monitoring, logs & incidents (2), Models, LLM APIs, routing, serving, training & GPUs (1).
| Tool | Stars | Last update | License | |
|---|---|---|---|---|
| sql-queries Generate SQL queries from natural language descriptions. Supports BigQuery, PostgreSQL, MySQL, and other dialects. Reads database schemas from uploade SkillInstall · skills CLI | 27,974 | MIT | ||
| mcp-bigquery-server A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely quer MCP server | 148 | — | ||
| bigquery-pipeline-audit Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations. SkillInstall · skills CLI | 41,140 | MIT | ||
| bigquery-data-analytics Connect, query, and generate data insights for BigQuery datasets and data. PluginAnthropic marketplace | 53 | Apache-2.0 | ||
| mcp-server-bigquery A Model Context Protocol server that provides access to BigQuery MCP server | 131 | — | ||
| bigquery-ai-ml Leverages BigQuery's built-in machine learning and GenAI capabilities for advanced data analytics. Use when you need to write SQL queries that perform SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-basics Manages datasets, tables, and jobs in BigQuery. Use when you need to interact with BigQuery, run SQL queries, manage BigQuery resources (datasets, tab SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-bigframes Generates Python code using BigQuery DataFrames (BigFrames). Use by default for any Python data task involving BigQuery, including data processing, an SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-migration-data-loader Provisions BigQuery datasets, ingests staged Parquet files directly into native BigQuery tables by using bq load, and deploys already-translated views SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-migration-metadata-extractor Extracts database catalog metadata and query logs from data warehouses by running the DWH migration extractor locally or on a temporary Google Cloud V SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-migration-sql-translator Translates SQL queries, DDL schemas, and stored procedures from legacy database dialects (Teradata, Oracle, Redshift, Snowflake, SparkSQL, HiveQL) to SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-migration-validator Validates that tables migrated to BigQuery match their source (Teradata, Snowflake, Oracle, Redshift, Databricks, PostgreSQL, SQL Server, MySQL, Maria SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-observability Provides data-retrieval best practices, tool selection guidance, and performant SQL query syntax for BigQuery telemetry across INFORMATION_SCHEMA, Clo SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-optimization Provides workflows to optimize BigQuery environments (capacity planning, editions), storage assets (partitioning, clustering, storage lifecycles, bill SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-troubleshooting Provides diagnostic workflows and step-by-step root-cause analysis procedures for actively broken, failing, or slow BigQuery jobs, execution graph and SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-udfs Creates, deploys, and troubleshoots BigQuery User-Defined Functions (UDFs) and Remote Functions across SQL, JavaScript, Python, and Cloud Run endpoint SkillInstall · skills CLI | 24,146 | Apache-2.0 | ||
| bigquery-basics Manages datasets, tables, and jobs in BigQuery, and integrates with BigQuery ML and Gemini for advanced data analytics and AI-driven insights. Use for SkillInstall · skills CLI | 33,495 | MIT | ||
| analysis-artifacts Generate reproducible analysis artifacts — SQL queries, Python visualizations, and summary tables — as you work through a BigQuery data analysis. Use SkillInstall · skills CLI | 825 | MIT | ||
| dbt-model-index Provide a lookup index of dbt models (BigQuery tables) to guide query writing against a data warehouse. Use when you need to query, analyze, or look u SkillInstall · skills CLI | 825 | MIT | ||
| BigQuery Data Platform Read-only BigQuery tools for plain-language data questions, with a cost gate on every query MCP serverGitHub-verified authorLocal · PyPI | 2 | MIT | ||
| BigQuery MCP BigQuery MCP server: list datasets and tables, read schemas, run SELECT queries with a byte limit. MCP serverVerified domain · renzojohnson.comLocal · npm | — | — | ||
| BigQuery MCP by InsightfulPipe Hosted BigQuery MCP server for Claude, ChatGPT and Cursor, with each action switched per account. MCP serverVerified domain · insightfulpipe.comRemoteSign-in needed | 0 | MIT | ||
| io.github.us-all/dbt dbt MCP — manifest/run_results/sources/catalog parsing + DQ result tables (BigQuery/Postgres) MCP serverGitHub-verified authorLocal · npm | 0 | MIT |