MCP servers and skills: search, filter by where they run, and compare.
Practical MCP server for large BigQuery datasets. Supports vector search. Keep LLM context small while staying fast and allowing only safe read-only actions.
PythonMIT★ 10No key
Provides workflows to optimize BigQuery environments (capacity planning, editions), storage assets (partitioning, clustering, storage lifecycles, billing models), and SQL queries. Use when optimizing
OfficialSkillApache-2.0★ 21k in collectionNo key
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
OfficialSkillApache-2.0★ 21k in collectionNo key
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 tele
OfficialSkillApache-2.0★ 21k in collectionNo key
Read-only BigQuery MCP server — ask data questions in plain language via Claude/any MCP client
PythonMITFew starsNo key
A Model Context Protocol server that provides access to BigQuery
PythonMIT★ 131No key
SkillMIT★ 5No key
Minimal, read-only BigQuery MCP server with explicit guardrails: dry-run checked SELECT only, dataset allowlist, cost cap. stdio or private Cloud Run.
PythonMIT★ 4Few starsNo key
Translates Snowflake dbt SQL models to Standardized BigQuery SQL. Handles SQL compilation, Jinja macro placeholder masking, BigQuery Translation Service migration workflows, AST-based config transform
OfficialSkillApache-2.0★ 21k in collectionNo key
A Model Context Protocol (MCP) server that provides secure, read-only access to BigQuery datasets. Enables Large Language Models (LLMs) to safely query and analyze data through a standardized interfac
Node.jsMIT★ 148No key
Answer natural language questions and perform analysis on GKE cluster and workload costs using BigQuery billing exports, cost allocation data, and live cluster monitoring metrics. Use when querying GK
OfficialSkillApache-2.0★ 21k in collectionNo key
Discovers requirements and designs a borderless open data lakehouse using Lakehouse for Apache Iceberg and BigQuery data agents. Use when architecting multi-cloud storage infrastructure (Cloud Storage
OfficialSkillApache-2.0★ 21k in collectionNo key
Retrieve, query, and identify relevant Cloud Monitoring metric descriptors on Google Cloud for a service or resource (such as Compute Engine, Spanner, BigQuery, Cloud Run, Cloud SQL, Pub/Sub, Cloud St
OfficialSkillApache-2.0★ 21k in collectionNo key
Use this skill to manage Google Cloud Workload Manager evaluations, rules, scanned resources, and validation results by using public client libraries and the REST API. Use when you need to inspect wor
OfficialSkillApache-2.0★ 21k in collectionNo key
MCP server for patent search and prior art discovery powered by Google Patents public dataset
GoMIT★ 6No key
MCP Toolbox for Databases is an open source MCP server for databases.
OfficialGoApache-2.0★ 17kNo key
Stores, retrieves, and manages data as objects in Cloud Storage on Google Cloud (also known colloquially as GCS) buckets. Use when you need to interact with Cloud Storage — set up a Storage MCP server
OfficialSkillApache-2.0★ 21k in collectionNo key
Guides agents and users through migrating from Gemini API in Google AI Studio to Gemini Enterprise Agent Platform (formerly Vertex AI). Use this skill when moving applications to Google Cloud, to leve
OfficialSkillApache-2.0★ 21k in collectionNo key
MCP Server for global patent data retrieval and analysis, powered by Google Patents Public Datasets on BigQuery. MIT.
PythonMIT★ 2Few starsNo key
Pre-flight query cost and result-size guardrails for AI agents across BigQuery, Snowflake, and Databricks
PythonMIT★ 1Few starsNo key
A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.
PythonMIT★ 11No key
MCP server for Google Ads, Meta Ads, GA4, TikTok Ads, and LinkedIn Ads. Manage 300+ ad operations from Claude, ChatGPT, Gemini, Cursor, or any AI client. Human-in-the-loop on every write.
Hosted by authorMIT★ 52No key
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