Connecting Agents to Real-Worl
Resources prepared by Aryan Irani. Technical Trainer & Writer. Google Developer Expert @Google Workspace.
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Blogs and Video Tutorials
Getting started with MCP Toolbox for Databases Playlist
Getting started with MCP Toolbox for Databases Playlist
Unlock the true power of AI agents by bridging the gap between language models and your data. In this playlist, we explore the MCP Toolbox — a powerful frame...
Google MCP Servers Tutorial: Deploying Agentic AI on GCP | DataCamp
Google MCP Servers Tutorial: Deploying Agentic AI on GCP | DataCamp
Explore the architecture of Google’s managed MCP servers and learn how to turn LLMs into proactive operators for BigQuery, Maps, GCE, and Kubernetes.
Building & Deploying a Google Cloud Storage MCP Server to Cloud Run | by Aryan Irani | Google Cloud - Community | Feb, 2026 | Medium
Building & Deploying a Google Cloud Storage MCP Server to Cloud Run | by Aryan Irani | Google Cloud - Community | Feb, 2026 | Medium
Deploy Your Own MCP Server to Cloud Run: A Complete Guide
Official Announcements & Codelabs
Build and deploy an ADK agent that uses an MCP server on Cloud Run | Google Codelabs
Build and deploy an ADK agent that uses an MCP server on Cloud Run | Google Codelabs
With your MCP server providing the tools, it’s time to build the agent’s “brain.” In this lab, you will use the Agent Development Kit (ADK) to create an intelligent agent that can understand a goal and use the tools from Lab 1 to achieve it.
GitHub - googleapis/genai-toolbox: MCP Toolbox for Databases is an open source MCP server for databases.
GitHub - googleapis/genai-toolbox: MCP Toolbox for Databases is an open source MCP server for databases.
MCP Toolbox for Databases is an open source MCP server for databases. - googleapis/genai-toolbox
How to deploy a secure MCP server on Cloud Run | Google Codelabs
How to deploy a secure MCP server on Cloud Run | Google Codelabs
Learn how to build and deploy a secure Model Context Protocol (MCP) server on Cloud Run. Then authenticate to the remote MCP server and invoke MCP tools and prompts from Gemini CLI.
Google Cloud MCP servers overview | Google Cloud Documentation
Google Cloud MCP servers overview | Google Cloud Documentation
Learn about Google and Google Cloud Model Context Protocol (MCP) servers.
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