Best MCP Servers for Google Cloud Platform (April 2026)

Nerq found 114 MCP servers for google cloud platform, ranked below by GitHub stars and weighted compliance score across 52 global AI jurisdictions. The top-ranked MCP server for google cloud platform is ToolFront with 846 stars and a trust score of 75/100. MCP servers for Google Cloud Platform: BigQuery, Vertex AI, Firebase, and other GCP services.

Last updated: April 29, 2026 | 114 servers in this category | Data from Nerq

Top 20 MCP Servers for Google Cloud Platform

#	Name	Stars	Trust	Author	License	Description
1	ToolFront	846	B+ 75	https://github.com/statespace-tech/statespace	N/A	Provides unified access to multiple database types including PostgreSQL, MySQL, SQLite, DuckDB, BigQ
2	AI Vision	45	B 72	https://github.com/tan-yong-sheng/ai-vision-mcp	N/A	Integrates with Google's Gemini and Vertex AI models to analyze images, compare multiple images, and
3	BerriAI/litellm	36,444	B 72	BerriAI	NOASSERTION	Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost
4	Safe Local Python Executor	45	B 70	https://github.com/maxim-saplin/mcp_safe_local_python_executor	N/A	Wraps LocalPythonExecutor from HuggingFace's smolagents framework. The runtime combines the ease of
5	Constructio-mcp-server	0	B 70	yousefElshafay	N/A	MCP server: Constructio-mcp-server
6	OpenScout	0	C 70	boxcalfdevelopmentallearning748	N/A	OpenScout is a RAG system that retrieves, ranks, and synthesizes web content for concise answers.
7	sqlglot	8,889	B- 68	tobymao	N/A	Python SQL Parser and Transpiler
8	io.github.maryadawson-code/integritypulse	0	B- 68	https://github.com/maryadawson-code/integritypulse	N/A	Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
9	cloud-cost-mcp	0	C 67	jasonwilbur	N/A	Multi-cloud pricing comparison server for AWS, Azure, GCP, and OCI.
10	Google Cloud CLI	721	B- 67	https://github.com/googleapis/gcloud-mcp	N/A	Interact with Google Cloud environments using the gcloud CLI through natural language
11	Alkemi	3	B- 66	https://github.com/alkemi-ai/alkemi-mcp	N/A	Connects to Alkemi's cloud service for natural language database querying across Snowflake, Google B
12	mcp-bigquery-server	132	C 66	ergut	N/A	A Model Context Protocol (MCP) server for secure, read-only access to BigQuery datasets for Large La
13	com.googleapis.datastream/mcp	0	B- 66	Unknown	N/A	Interact with your Google Cloud Datastream resources using natural language commands.
14	com.googleapis.composer/mcp	0	B- 66	Unknown	N/A	Interact with your Google Cloud Composer resources using natural language commands.
15	com.googleapis.firestore/mcp	0	B- 66	Unknown	N/A	Interact with your Google Cloud Firestore resources using natural language commands.
16	com.googleapis.sqladmin/mcp	0	B- 66	Unknown	N/A	Create, manage, and query your Google Cloud SQL resources.
17	nozomi-koborinai/gcp-cost-mcp-server	7	C 65	Unknown	N/A	💰 An MCP server that enables AI assistants to estimate Google Cloud costs, powered by Cloud Billing
18	firebase-mcp	236	C 65	gannonh	N/A	🔥 Model Context Protocol (MCP) server for Firebase.
19	io.github.amansingh63/dbhub-analytics	0	B- 65	https://github.com/amansingh63/dbhub-analytics	N/A	MCP server for Databricks, BigQuery, PostgreSQL, MySQL, SQL Server, SQLite, MariaDB
20	io.github.Optisol-Business/db-metadata-extractor-m	0	B- 65	https://github.com/Optisol-Business/db-metadata-extractor-mcp	N/A	Extract database schema metadata from PostgreSQL, Snowflake, SQL Server, BigQuery, Oracle.

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About MCP Servers for Google Cloud Platform

MCP servers for Google Cloud Platform: BigQuery, Vertex AI, Firebase, and other GCP services. Nerq tracks 114 MCP servers in the google cloud platform category, each assessed against 52 global AI regulations including the EU AI Act, US state AI laws (California SB53, Colorado SB205), UK AI Bill, and more. Compliance scores are weighted by jurisdiction penalty severity — jurisdictions with higher fines (like the EU AI Act at up to €35M) have more impact on the score than voluntary frameworks.

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