Using Claude Desktop and Code MCP to manage Google Cloud Platform/Vertex AI projects

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Using Claude Desktop and Code MCP to manage Google Cloud Platform/Vertex AI projects

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Why this server?
This server is an excellent fit as it directly supports implementing the Model Context Protocol (MCP) for accessing Google Cloud's Vertex AI Gemini models, fulfilling the core requirement of managing a Vertex AI project.
Vertex AI MCP Server
shariqriazz
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security
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Implementation of Model Context Protocol (MCP) server that provides tools for accessing Google Cloud's Vertex AI Gemini models, supporting features like web search grounding and direct knowledge answering for coding assistance and general queries.
Last updated -
20
26
85
MIT License
Why this server?
This server enables management of Google Cloud Platform (GCP) resources by executing `gcloud CLI` commands through the MCP protocol, allowing technical control over the GCP project environment using Claude Code capabilities.
gcloud MCP Cloud Run
addhe
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security
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Enables interaction with Google Cloud Platform services through gcloud CLI commands via a Cloud Run deployed MCP server. Supports executing gcloud commands and managing GCP resources through natural language.
Last updated -
MIT License
Why this server?
Directly supports managing Vertex AI services, specifically mentioning search capabilities and integrating with Gemini grounding, which is crucial for modern AI/ML workloads on GCP.
MCP Server for Vertex AI Search
ubie-oss
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security
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A server that enables document searching using Vertex AI with Gemini grounding, improving search results by grounding responses in private data stored in Vertex AI Datastore.
Last updated -
29
Apache 2.0
Why this server?
Provides broad control over core Google Cloud Platform resources such as Compute Engine, Cloud Run, Storage, and BigQuery, covering general management needs for a GCP project.
GCP MCP Server
enesbol
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security
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license
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Enables AI assistants to interact with and manage Google Cloud Platform resources including Compute Engine, Cloud Run, Storage, BigQuery, and other GCP services through a standardized MCP interface.
Last updated -
4
MIT License
Why this server?
Essential for managing any cloud project, this server enables querying and analyzing GCP services related to billing, cost allocation, and operational metrics directly through the MCP interface.
GCP Billing and Monitoring MCP Server
RadiumGu
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security
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license
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Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
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40
1
Apache 2.0
Why this server?
A general Model Context Protocol server explicitly designed to enable AI assistants to interact with the Google Cloud Platform environment.
GCP MCP
eniayomi
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security
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license
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A Model Context Protocol server that enables AI assistants like Claude to interact with Google Cloud Platform environments through natural language, allowing users to query and manage GCP resources during conversations.
Last updated -
9
232
168
MIT License
Why this server?
BigQuery is a foundational component of many GCP/Vertex AI projects. This server allows users to inspect BigQuery datasets and execute SQL queries using natural language via MCP.
BigQuery MCP Server
takuya0206
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security
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license
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A Model Context Protocol server that enables LLMs to understand BigQuery dataset structures and execute SQL queries.
Last updated -
24
3
MIT License
Why this server?
This server specifically allows interaction with Google Cloud services like Logging, Spanner, and Cloud Monitoring, all necessary for observing and troubleshooting complex cloud projects.
Google Cloud MCP Server
andyl25
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security
F
license
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A Model Context Protocol server that connects to Google Cloud services, allowing users to query logs, interact with Spanner databases, and analyze monitoring metrics through natural language.
Last updated -
55
Why this server?
While focused on collaboration tools (Gmail, Drive, Docs, Sheets, Calendar), managing these elements is often integral to the project management and documentation aspects of a professional cloud project.
Google Workspace MCP Server
ZatesloFL
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security
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license
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Provides comprehensive natural language control over Google Workspace services including Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, and Chat. Features multi-user OAuth 2.1 support, flexible tool tiers, and seamless integration with AI assistants.
Last updated -
84
MIT License
Why this server?
This server provides web automation capabilities using Playwright deployed on Cloudflare Workers, which can be useful for web testing and interaction tasks often required during the development phase of a cloud project (compatible with Code MCP functionality).
Cloudflare Playwright MCP
JW-Flo
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security
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license
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Enables AI assistants to control a browser through Playwright automation tools deployed on Cloudflare Workers. Supports web automation tasks like navigation, typing, clicking, and taking screenshots through natural language commands.
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