#495 Issue
March 23, 2026
Tag: MCP
BigQuery MCP March 30, 2026Building Schema-Aware BigQuery Agents with ADK - From SQL scribbles to schema-aware agents: my journey with ADK and BigQuery.
Databases MCP March 23, 2026Data Agents using MCP Toolbox Java SDK on Cloud Run - This article details how the Model Context Protocol (MCP) Toolbox Java SDK allows developers to build AI data agents that can query databases using natural language.
Colab MCP March 23, 2026Announcing the Colab MCP Server: Connect Any AI Agent to Google Colab - Google Colab has released the open-source Colab MCP (Model Context Protocol) Server, allowing any AI agent to programmatically access and control its notebooks. This innovation transforms Colab into a fast, secure cloud sandbox where agents can automate the entire development lifecycle, from structuring cells to managing dependencies.
Google Analytics MCP March 16, 2026Natural Language Analytics: How I Built a Google Analytics and Google Ads Assistant - What if anyone on your team could query GA4 and Google Ads data in plain language, without opening a single dashboard?
Cloud Firestore Gemini CLI MCP March 16, 2026Skills vs. Tools: Replacing the Google Firestore MCP Server with Skills (+ Go Binaries) - As AI agents become deeply integrated into our development workflows, an architectural debate has emerged: Skills vs. Tools.
Databases MCP March 16, 2026Bring Your Database Tools to the Agent Skill Ecosystem - Easily convert your MCP Toolbox toolsets into standard Agent Skills with a single command.
MCP Tutorial March 9, 2026Google MCP Servers Tutorial Series - This resource explores Google MCP Remote Servers, hosted implementations of the Model Context Protocol that enable AI agents to securely interact with various Google Cloud services like databases, analytics, and infrastructure management. It provides practical tutorials and a repository of resources for building "Agentic AI" that can perform complex tasks, leverage official documentation, and operate with robust security.
MCP March 9, 2026Announcing the MCP Toolbox Java SDK - Simplify enterprise data connectivity for your AI agents using the new Java SDK for MCP Toolbox for Databases.
Java MCP Official Blog March 9, 2026Announcing the MCP Toolbox Java SDK - Announcing the MCP Toolbox for Databases Java SDK. Build secure, stateful enterprise AI agents with type-safe orchestration for high-concurrency workloads on Spring Boot and AlloyDB.
Cloud Firestore MCP March 2, 2026How to Manage Your Firestore Database with Natural Language via Firestore MCP Server: Step-by-Step Examples - This guide introduces the Google Cloud Firestore MCP Server, which enables users to manage their Firestore databases using natural language commands. It demonstrates how to set up the server and provides various practical, step-by-step scenarios for tasks like data migration, conditional updates, and data aggregation, making database management more intuitive and efficient.
Gemini CLI MCP March 2, 2026Automating GCP Safely: How the Developer Knowledge MCP Server Powered Our Gemini CLI Skill - This article details how to build a reliable and safe workflow for automating Google Cloud Platform tasks using Gemini CLI.
Cloud Logging MCP March 2, 2026Troubleshooting Google Cloud with Google Cloud Logging and Developer Knowledge MCP Servers - Google Cloud has introduced fully-managed Model Context Protocol (MCP) Servers for Cloud Logging and Developer Knowledge API, allowing AI agents to connect directly to live infrastructure logs and official documentation. This enables the automation of detecting, analyzing, and recommending fixes for Google Cloud platform errors.
AI MCP Feb. 23, 2026Automating & Mastering Infrastructure Diagrams with Draw.io, MCP, and Antigravity - On February 3, 2026, JGraph, the team behind draw.io, released their official Model Context Protocol (MCP) server: . This release bridges….
Cloud SQL Databases MCP Official Blog Feb. 23, 2026Powering the next generation of agents with Google Cloud databases - Learn about new Model Context Protocol (MCP) servers for AlloyDB, Spanner, Cloud SQL, Firestore and Bigtable, as well one for Developer Knowledge.
BigQuery MCP Feb. 23, 2026Getting Started with the BigQuery Remote MCP Server - Connecting your AI tools directly to your data warehouse — no glue code required.
BigQuery MCP Feb. 23, 2026The Secret Sauce of Reliable AI: Implementing Robust Pre/Post-Processing Hooks - Master the technique of using pre- and post-processing hooks to secure inputs, validate logic, and ensure consistent data use for agents.
Cloud SQL Gemini Gemini CLI MCP Feb. 23, 2026Cloud SQL remote MCP Server in Action - Google has launched the Cloud SQL remote MCP server, a fully managed and enterprise-ready endpoint that empowers AI assistants and agents to seamlessly interact with Cloud SQL databases.
Gemini CLI MCP Rust Feb. 16, 2026Building a Secure HTTP Transport MCP Server with Rust, and Gemini CLI - Leveraging Gemini CLI and the underlying Gemini LLM to build Model Context Protocol (MCP) AI applications in the Rust programming language….
Gemini CLI MCP Feb. 16, 2026MCP Development with Go and Gemini CLI - Leveraging the Gemini CLI and the underlying Gemini LLM to add support for building Model Context Protocol (MCP) AI applications with the….
Gemini CLI MCP Feb. 16, 2026Secure MCP Development with Go, Cloud Run, and Gemini CLI - This article demonstrates how to build and deploy secure Model Context Protocol (MCP) AI applications using Go, the Gemini CLI, and Google Cloud Run. It details setting up a local Go development environment, validating an MCP server with Gemini CLI, and subsequently deploying the solution to Google Cloud Run. This approach highlights Go's effectiveness for AI development and the seamless integration with Google Cloud services for secure, scalable deployments.
Gemini CLI MCP Feb. 16, 2026Building a Secure MCP Server with Python, Cloud Run, and Gemini CLI - This article demonstrates how to build a secure Model Context Protocol (MCP) AI server using Python and the Gemini CLI. It guides through setting up a local development environment, validating API keys, and deploying the server to Google Cloud Run. This comprehensive approach enables the creation of robust and securely authenticated AI applications on Google Cloud.
AI Gemini CLI MCP Feb. 16, 2026Access public data insights faster: Data Commons MCP is now hosted on Google Cloud - Data Commons has launched a free, hosted Model Context Protocol (MCP) service on Google Cloud Platform, eliminating the need for users to manage complex local server installations. This update simplifies connecting AI agents and the Gemini CLI to Data Commons, allowing Google to handle security, updates, and resource management while users query data natively.
MCP Feb. 16, 2026Secure MCP Development with Python, Cloud Run, and Cloud Run Proxy - Enabling Cloud Run Proxy support to secure remote access to MCP services.
Gemini MCP Feb. 16, 2026ArcKit is now a Google Gemini Extension - The /arckit.gcp-research command connects directly to Google’s official documentation via the Google Developer Knowledge MCP server.
Cloud Run Cloud Storage MCP Feb. 9, 2026Building & Deploying a Google Cloud Storage MCP Server to Cloud Run
Gemini CLI MCP Feb. 9, 2026Coding with Gemini CLI and the Developer Knowledge API - Enabling The Developer API support with MCP to streamline Google Cloud Development.
Gemini MCP Rust Feb. 9, 2026MCP Development with Rust and Gemini CLI
Gemini CLI MCP Rust Feb. 9, 2026MCP Development with Rust and Gemini CLI - Leveraging Gemini CLI and the underlying Gemini LLM to build Model Context Protocol (MCP) AI applications in the Rust programming language….
Gemini MCP Feb. 9, 2026Help Your AI Understand Google: Trying the Developer Knowledge API and MCP Server
MCP Feb. 9, 2026Your Agents deserve a Professional Entourage - Introducing the MCP Toolbox SDK for ADK: Effortless ADK integration for authenticated tool calls.
MCP Feb. 9, 2026Tutorial: Mastering the Google Developer Knowledge MCP Server - This tutorial introduces the Google Developer Knowledge MCP Server, a new tool designed to prevent AI agents from hallucinating when providing information from developer documentation.
AI MCP Feb. 9, 2026Introducing the Developer Knowledge API and MCP Server - Google is launching the Developer Knowledge API and MCP Server in public preview. This new toolset provides a canonical, machine-readable way for AI assistants and agentic platforms to search and retrieve up-to-date documentation across Firebase, Google Cloud, Android, and more.
Agents MCP Feb. 2, 2026Building Semantic Search into Your AI Agents - Automatic vector generation for agentic tools with MCP Toolbox.
Generative AI LLM MCP Jan. 26, 2026Welcome to MCP-P-A-looza - An overview of current Model Context Protocol (MCP) implementations across the programming landscape.
Gemini CLI MCP Jan. 26, 2026MCP Development with Lisp and Gemini CLI | by xbill | Jan, 2026 | Medium - Leveraging Gemini CLI and the underlying Gemini LLM to build Model Context Protocol (MCP) AI applications with the Lisp language in a local….
AI MCP Jan. 26, 2026Building a “Local-First” AI FinOps Agent with Gemini CLI & MCP: Ending the Google Cloud Cost Puzzle
Cloud Run MCP Neo4j Jan. 26, 2026How to Deploy The Neo4j MCP Server to GCP Cloud Run - Learn strategies for deploying the Neo4j MCP server in development and production environments.
AI Firebase MCP Paywall Jan. 26, 2026I Stopped Setting Up Firebase Manually, Here’s What Changed - What I changed in 2026 to make Firebase setup reproducible across teams and projects.
gRPC MCP Networking Official Blog Jan. 18, 2026A gRPC transport for the Model Context Protocol - Google Cloud is working with MCP maintainers to support pluggable transports in the MCP SDK and support gRPC as a transport without transcoding.
Generative AI LLM MCP Jan. 18, 2026The Tool Bloat Epidemic - Strategies for combating tool bloat to improve agent accuracy, latency, and cost.
A2A ADK MCP Jan. 12, 2026Building Collaborative AI Agent Ecosystems: A Deep Dive into ADK, MCP & A2A with Pokemon
Gemini CLI Kotlin MCP Jan. 12, 2026Firestore MCP Development with Kotlin, Cloud Run, and Gemini CLI - Leveraging Gemini CLI and the underlying Gemini LLM to build Model Context Protocol (MCP) AI applications with Kotlin deployed to Google Cloud Run.
Gemini CLI MCP Security Dec. 29, 2025Gemini CLI Beyond the Basics: Choosing the Right MCP Authentication - Go beyond the basics with the Gemini CLI. Learn how to choose and configure the right authentication for your MCP servers.
Gemini CLI Java MCP Dec. 29, 2025FireStore Development with MCP, Java, and Gemini CLI - Leveraging Gemini CLI and the underlying Gemini LLM to build Model Context Protocol (MCP) AI applications in the Java Programming language.
Antigravity Data Analytics MCP Official Blog Dec. 22, 2025Connect your enterprise data to Google’s new Antigravity IDE - Connect to services in Google’s Data Cloud with the Antigravity IDE using Model Context Protocol (MCP) servers powered by MCP Toolbox for Databases.
MCP Typescript Dec. 22, 2025TypeScript, Assemble! ADK Arrives for the JavaScript Ecosystem - Bringing the power of the MCP Toolbox for Databases to ADK TypeScript agents.
Gemini MCP Dec. 22, 2025Build Blazing-Fast, Tool-Smart Agents with Gemini 3 Flash and MCP Toolbox for Databases - Google has launched Gemini 3 Flash, a new AI model designed to build blazing-fast, intelligent agents with superior reasoning and low latency. When paired with the open-source MCP Toolbox for Databases, this powerful combination allows developers to create production-ready AI agents capable of efficiently interacting with diverse data sources for applications ranging from developer assistants to autonomous systems.
Gemini Looker MCP Official Blog Dec. 15, 2025How to connect Looker to Gemini Enterprise in minutes, with MCP Toolbox and ADK - Learn how to create an Agent Development Kit (ADK) agent connected to Looker via the MCP Toolbox for Databases and expose it within Gemini Enterprise.
API Apigee MCP Official Blog Dec. 15, 2025Announcing MCP support in Apigee: Turn existing APIs into secure and governed agentic tools - Apigee now supports MCP and allows enterprises to turn their APIs into MCP servers.
Generative AI MCP Official Blog Dec. 15, 2025Announcing Model Context Protocol (MCP) support for Google services - Google is announcing official MCP support for Google and Google Cloud services for AI agents.
Generative AI MCP Dec. 15, 2025Tutorial : Getting Started with Google MCP Services - Google Cloud has introduced fully-managed Model Context Protocol (MCP) services, offering standardized, secure, and scalable endpoints for AI agents to interact with core Google and Google Cloud services like BigQuery and Google Maps. The article provides a comprehensive guide on enabling these services, configuring access, and integrating them with tools like Gemini CLI and the Agent Development Kit.
MCP Official Blog Web3 Dec. 8, 2025Using MCP with Web3: How to secure agents making blockchain transactions - In the Web3 world, who hosts AI agents, and who holds the private key to operations, are pressing questions. Here’s how to get started with the two most likely agent models.
MCP NodeJS Dec. 8, 2025MCP Toolbox Now Available on NPM: The Easiest Way to Connect AI to Your Data - The new MCP Toolbox NPM package streamlines AI agent-database connections for developers, requiring just one npx command to get started.
Generative AI MCP Dec. 1, 2025Your Command-Line Companion: A Story of a Smarter CLI - Elevate your command line workflow by leveraging Prompt support in MCP Toolbox to turn complex operations into a single command!
Go MCP Nov. 10, 2025Go SDK Power-Up: ADK Support Arrives in MCP Toolbox - Easily build smart agents based on your enterprise data.
MCP Nov. 3, 2025Dynamic SQL with a Security Twist Using Template Parameters - Build custom agentic database tools with flexible but secure SQL statements.
Cloud SQL Gemini CLI MCP Oct. 20, 2025Data! Data! Data! Solving Database Mysteries with Gemini CLI - Support for your software development lifecycle using Gemini CLI extensions and the GitHub MCP server.
MCP Oct. 13, 2025Find the Right Docs, Every Time: Announcing Versioned Documentation for MCP Toolbox - Learn about the improved documentation experience.
Cloud Firestore MCP Oct. 6, 2025Building Reliable and Accurate Firestore Tools - Use MCP Toolbox to create powerful, custom tools for AI agents to interact with Firestore databases.
AI MCP Oct. 6, 2025Is the future of autonomous AI agents already here? Jules API and MCP - Jules API and MCP server allows starting autonomous coding tasks from your favourite AI tools.
Databases MCP Sept. 29, 2025Who’s Querying? How to Control the Database Access of Your AI Agents - MCP Toolbox supports end-user credential passthrough for database tools!
MCP Official Blog Security Sept. 22, 2025How to secure your remote MCP server on Google Cloud - Here are five key MCP deployment risks you should be aware of, and how using a centralized proxy architecture on Google Cloud can help mitigate them.
Cloud Firestore Databases MCP Official Blog Sept. 22, 2025Announcing MCP Toolbox support for Firestore - Today, we’re expanding Toolbox with a comprehensive new set of tools for Firestore. This will help millions of developers build more modern web and mobile applications.
ADK MCP Sept. 22, 2025Build a Google Cloud FinOps Assistant Agent with ADK & MCP Toolbox for Databases - The article introduces a solution using MCP Toolbox for Databases and Agent Development Kit (ADK) to transform cloud billing data into a conversational asset.
Cloud SQL MCP Sept. 15, 2025Create Custom MCP Servers in Minutes with MCP Toolbox - Recreating the OpenNutrition MCP Server with MCP Toolbox.
AI Cloud Run MCP Sept. 8, 2025Chain of Trust for AI: A Secure Toolbox App Architecture on Cloud Run - Deconstructing the flow of credentials from end-user to database in a secure AI stack.
Generative AI MCP Aug. 25, 2025May the Search Be With You - How to build agentic tools using vector search with MCP Toolbox.
Databases MCP Aug. 18, 2025One Toolbox, Many Sources: Unifying Your Data Landscape with MCP Toolbox - Effortlessly connect diverse databases and projects for your generative AI applications.
Data Analytics Looker MCP Official Blog Aug. 11, 2025Looker debuts MCP Server to broaden AI developer access to data - Looker Model Context Protocol (MCP) Server integrates with MCP Toolbox for Databases to help AI apps such as chatbots to connect to trusted data.
AlloyDB MCP Aug. 11, 2025The Developer’s Book of Spells: An End-to-End Database Journey in Your IDE - Unlock database magic within your IDE with MCP Toolbox.
MCP Aug. 11, 2025Build Better Tools, Faster: A Deep Dive into the New MCP Toolbox UI - Streamline your workflow with an interactive playground designed for rapid, real-time tool development.
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