Google's Gemini CLI workshop showcases LINE bot creation with MCP

A workshop demonstrated how to use Google's Gemini CLI with Model Context Protocol (MCP) to build a Google Drive LINE bot. The session, part of the Build with AI 2026 event, highlighted Gemini CLI's evolution into a development tool capable of mounting MCPs and executing commands. Participants learned to integrate official Google APIs, such as Developer Knowledge and Maps Platform, as MCP servers to enhance the CLI's capabilities. AI

IMPACT Showcases practical integration of LLM tools for developers, simplifying complex deployments.

RANK_REASON Workshop demonstrating a specific application of existing tools and protocols. [lever_c_demoted from research: ic=1 ai=0.7]

Read on dev.to — MCP tag →

• Build with AI 2026
• Cloud Run
• Developer Knowledge API
• Gemini CLI
• Google
• Google Cloud Shell
• Google Drive
• Google Maps Platform
• Model Context Protocol (MCP)

• product
• paper

AI-generated summary · Google Gemini · from 1 sources. How we write summaries →