Gemini CLI with MCP Server Built by Web Apps of Google Apps Script

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Abstract

The Gemini CLI can be integrated with Google Workspace via Google Apps Script to securely access personal data, enabling powerful automations like email summaries and calendar management.

Introduction

The recently released Gemini CLI is a powerful command-line interface for interacting with Google’s Gemini models and cloud resources. Ref While powerful on its own, its utility can be significantly enhanced by connecting it to a user’s personal Google resources, such as Google Sheets, Docs, Slides, Gmail, and Calendar.

A Practical Analysis of the Gemini API's URL Context Tool

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A Practical Analysis of the Gemini API's URL Context Tool

Introduction

The Gemini API recently introduced the URL context tool, a feature designed to allow the model to directly fetch and utilize content from specified URLs to ground its responses. Ref

This report provides a practical demonstration of this tool’s capabilities. We will investigate its impact on two critical aspects of AI model interaction: the accuracy of the generated response and the total token consumption, which directly affects API costs.

Major Update: Taking Advantage of Web Apps with Google Apps Script

Major Update: Taking Advantage of Web Apps with Google Apps Script

Description

I am thrilled to announce a significant update to the Taking Advantage of Web Apps with Google Apps Script repository! Now at Version 2.0.0, this comprehensive guide has been extensively revised and expanded to provide unparalleled insights and practical guidance for developers leveraging Google Apps Script Web Apps.

This major overhaul introduces a wealth of new and enhanced content, designed to empower you with a deeper understanding and more advanced capabilities.

Managing Smart Chips on Google Sheets with Sheets API

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Managing Smart Chips on Google Sheets with Sheets API

Overview

Google Sheets now supports managing smart chips via its API, enabling retrieval and placement with Apps Script and other languages.

Description

Smart chips in Google Sheets and Docs are a powerful feature designed to enhance collaboration and information sharing. While there historically haven’t been built-in Google Apps Script methods to manage these chips, a workaround was previously developed to address this limitation (Ref).

Consolidating Generative AI Protocols: A Single Server Solution for MCP and A2A

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Consolidating Generative AI Protocols: A Single Server Solution for MCP and A2A

Abstract

A new unified Google Apps Script now deploys both Model Context Protocol (MCP) and Agent2Agent (A2A) networks as a single server, streamlining AI model integration for Google Workspace users.

Introduction

The rapid growth of generative AI has led to increasing integration between AI models, exemplified by protocols like the Model Context Protocol (MCP) and Agent2Agent (A2A) Protocol. Recently, I released MCPApp and A2AApp, which establish the MCP and A2A networks using Google Apps Script. Ref and Ref This approach offers significant advantages for users of Google Workspace and Google APIs, as it enables seamless authorization and integration of these resources directly within the applications.

Growing Image Generation with Gemini API: Python and Node.js Now Supported

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Growing Image Generation with Gemini API: Python and Node.js Now Supported

Abstract

This article announces that the Gemini API’s Python client library now supports “growing image” generation, a feature previously unavailable. Sample scripts for Python and Node.js are provided to demonstrate this new capability.

Introduction

I recently published an article, “Generate Growing Images using Gemini API,” which detailed a method for progressively generating images. At the time of publication, the official Python client library for the Gemini API lacked the necessary functionality to fully implement this feature, preventing Python users from easily replicating the “growing image” effect.