#Google Workspace Cli Github

Google just released an official CLI for Google Workspace, and it was built for AI agents first. The tool is called gws. It reads Google’s own Discovery Service at runtime, so every Workspace API is available dynamically — no maintenance, no stale commands. What the video couldn’t cover: The architecture has two phases: it caches Discovery docs locally and parses requests against live schemas. This means an agent gets typed tools, not a guess at what the API might accept. The 100+ SKILL.md files are structured agent task blueprints — not just docs. Workflows like “audit all external file sharing in Drive” or “create a project tracker in Sheets from a meeting transcript” are ready to connect to any MCP client. Setup requires a Google Cloud project and OAuth scopes, which is the biggest friction point. Broad scopes have been a complaint from early testers. Justin Poehnelt (the creator) is actively soliciting feedback on this. This is not an official Google product, though it’s maintained under the googleworkspace GitHub org. Worth knowing before you pipe it into anything critical. Install: npm install -g @googleworkspace/cli GitHub link in the comments. #ai #Google #fyp #algorithm #explorepage✨

The companies that created infrastructure for agents to easily access benefited a lot from the initial vibecoding boom. If you want to build product relevancy and be passively discovered by agents you should create a form of your product as a tool.

Claude Code + Ollama = Free Forever Learn how to install Ollama, download recommended models like Qwen3-Coder, GPT-OSS, and GLM 4.7 Flash, and configure Claude Code to use local LLMs. Perfect for vibe coding and agentic coding on consumer grade hardware with full access to Claude Code features like subagents, MCP servers, and slash commands. Comment “Code” for the full guide.

Can Claude Code or MCPs steal your passwords? Claude Code tried to access all my passwords. Or maybe it was the one custom MCP that I was using. Either way, this is a very good reminder why you should read every message that Claude Code asks you instead of just always clicking yes and don’t ask again. Here’s what happened. #claudecode #productmanagement #ai

Google just dropped its official MCP repository 🌋 It comes with real-world examples and guides that show how to build and deploy MCP servers properly. You’ll find example integrations that demonstrate how tools like Google Maps, Analytics, Gmail, Docs, and more can be exposed to AI agents using MCP. It also walks you through setting up your own MCP server in minutes, making it easier to connect AI agents with real tools in a structured, standardized way. If you’re exploring agentic workflows or tool-enabled AI, this repo is worth bookmarking :) Link 🔗: github.com/google/mcp Hope this helps ✅️ Drop a Like if you found this post helpful! ❤️ Follow @rammcodes_ for more 💎 #html #ai #javascript #github #webdevelopment #programming

If you're hitting rate limits in Google Antigravity and watching Claude credits burn fast, you're using the wrong workflow. Stop forcing one model to do planning, coding, and testing. Instead: • Use Gemini for system architecture & planning • Use Claude Code only for implementation • Use Test Sprite MCP for automated testing This multi-agent setup saves tokens, reduces rate limits, and keeps your AI workflow stable. Serious AI builders don’t rely on one model. They design systems. Follow for practical Google Antigravity setups. #GoogleAntigravity #AIAgents #ClaudeAI #GeminiAI #MCP

Give your AI assistant a direct line to the documentation. With the new Developer Knowledge MCP Server, you can ensure your agent is always building with Google's latest, verified information. In this video, we look at how to bridge the gap between your favorite AI tools and the official docs for Firebase, Android, Google Cloud, and more. It’s a huge time-saver that lets you deploy features and troubleshoot errors with confidence, knowing your model is using current best practices rather than old training data. I’ll walk you through the full setup process, from generating secure keys to running your first query using the Gemini CLI. 🔗 Resources: Launch Blog Post: https://developers.googleblog.com/introducing-the-developer-knowledge-api-and-mcp-server/ Step-by-Step Tutorial: https://medium.com/google-cloud/tutorial-mastering-the-google-developer-knowledge-mcp-server-172201f9a9cb ⏱️ Timestamps: 0:00 - Intro: The Developer Knowledge MCP Server 0:24 - Step 1: Enabling the API 0:28 - Step 2: Creating & Restricting Keys 0:36 - Step 3: Enabling the Server via CLI 0:41 - Step 4: Connecting to your Assistant 0:50 - Demo: Continuous Deployment for Cloud Run 1:02 - Demo: Troubleshooting Maps API 1:13 - Why this is a time-saver #GoogleCloud #MCPServer #GenAI #SoftwareDevelopment #GoogleDevelopers

If you want more practical Google Workspace and school IT security tips, follow for more.

📌 Resources I used to crack Google: 1. DSA & Problem-Solving • LeetCode • CSES Problem Set • YouTube: Abdul Bari, MyCodeSchool, TakeUForward, NeetCode 2. System Design Basics • System Design Interview by Alex Xu • YouTube: Gaurav Sen • Designing Data-Intensive Applications – Martin Kleppmann 3. CS Fundamentals • GeeksforGeeks • College notes (OS, DBMS, Networking) 4. Mock Interviews • Pramp (peer-to-peer practice) 5. Resume Prep • One page only • Crisp, measurable impact statements 💡 These worked for me, but consistency was the real key. 👉 Comment if you want me to break down DSA prep / Resume building / System Design in detail for the next vlog! #ai #google #tech #office #prep

Comment “Day2” if you want that reel too Google Cloud Technical Day 1 Takeaways #google #aiautomation #aiagents #n8n #community

From the search bar to the Google floor. 🔍➡️🏢 A few years ago, I had no connections, no plan, and no "Two Sum" solution. Just a lot of Google searches. 18 months at Google taught me strategy beats hard work. I replaced "random" practice with: 1️⃣ Mastering core logic patterns for 90% of interview questions. 2️⃣ Learning system scalability—Caching, Load Balancers, and Redis. 3️⃣ Persistence in solving the hard problems. Still in the "searching" phase? Change your strategy. Want the 12-week roadmap I used? Comment "READY" and I'll DM it to you! 🚀 #GoogleSWE #SoftwareEngineer #Tier2ToGoogle #DSA #CodingInterview BuildWithSai SystemDesign GoogleLife

Google just killed the “API struggle” forever. 🤯 Stop wasting hours writing Python scripts just to send an email or sync a spreadsheet. Google just open-sourced the Google Workspace CLI (gws), and it changes everything. 🛠️ One tool. One install. One login. Every Google API. Before this, you had to: Write complex scripts for the Gmail API. Manually manage OAuth for Drive, Calendar, and Sheets. Copy-paste data between your code and Google Docs. Build custom wrappers for every single service. Now? It’s one line of code in your terminal to: 📧 Send emails instantly. 📅 Block calendar meetings. 📄 Create and edit Google Docs. 📊 Pull live data from Sheets. The Game Changer: AI agents (Gemini, Claude, ChatGPT) can now ACT, not just talk. While other tools just write the code, gws actually does the work—sending the invite and filing the doc for you. 🤖⚡️ Stats you need to know: Free & Open Source. Works with personal Gmail. #1 on Hacker News. 5,000+ GitHub stars in 3 days. Ready to automate your life? Setup takes 30 seconds: 1️⃣ npm install -g @googleworkspace/cli 2️⃣ gws auth setup 3️⃣ gws auth login 🚀 Want the full step-by-step setup guide? Comment “GOOGLE” below and I’ll slide the instructions into your DMs! 👇