CX Agent Studio is a low-code platform powered by Gemini models for building, evaluating, and deploying conversational AI agents.
🌐 cxagentstudio.lovable.app — The hub for everything CX Agent Studio
| Title | Description | |
|---|---|---|
| 📄 | Converting Business Requirements into a Live AI Agent Using Google's CX Agent Studio | A step-by-step guide to building agents from scratch. |
| 📄 | How to Deploy a CX Agent Studio Agent to Telegram | Bridging 900 million Telegram users with enterprise-grade conversational AI. |
| 📄 | The Complete Guide to CX Agent Studio Architecture — Multi-Agent Design Patterns, Tools, Callbacks & Everything You Need to Know | Published on Google Cloud (Medium) — deep dive into architecture, multi-agent design patterns, tools, and callbacks. |
| 📄 | I Built a CLI That Covers Every CX Agent Studio Evaluation API Endpoint — Here’s How It Works | Published on Google Cloud (Medium) — I Built a CLI That Covers Every CX Agent Studio Evaluation API Endpoint — Here’s How It Works |
| Channel | Description | |
|---|---|---|
| Smart Auto Care Voice Assistant | A multi-agent system where specialized AI agents collaborate to handle a real-world workflow end to end. | |
| Smart Bank Voice Assistant | Latest demo featuring SmartBank AI, a seamless, voice-enabled virtual assistant built completely with CX Agent Studio. In today’s fast-paced world, customers expect instant, 24/7 support. |
- https://github.com/GoogleCloudPlatform/cxas-scrapi
- https://googlecloudplatform.github.io/cxas-scrapi
| Demo | Description | |
|---|---|---|
| GenAI Guru YouTube Channel | Tutorials and demos on CX Agent Studio, Dialogflow CX, and Google Cloud AI tools. | |
| Connect Google CX Agent to WhatsApp Website in Minutes Full Platform Demo | If you already have an AI agent built on Google Conversational Agents or CX Agent Studio, the hardest part is not building the agent — it's connecting it to real users on WhatsApp and your website | |
| Build a Production-Ready AI Agent with Google CX Agent Studio Real Estate Use Case | If you want to learn Google CX Agent Studio, the best way is not by building a toy chatbot — but by building something that a real business can actually use. | |
| Mastering cxas scrapi Claude, Sim Evals GitHub Actions | ||
| Hermes Agent + CXAS Scrapi Create a Telecom PoC using Scrapi CLI |
| Resource | Description | |
|---|---|---|
| 📖 | Official CX Agent Studio Docs | Google Cloud's primary documentation. |
| 📖 | Dialogflow CX Documentation | Reference docs for the underlying Dialogflow CX platform. |
- CX Agent Studio MCP Server — Model Context Protocol server for CX Agent Studio
- Dialogflow CX MCP Server — MCP server for bidirectional communication with Dialogflow CX
| Repository | Description | |
|---|---|---|
| ⚙️ | CX Agent Studio MCP Server | Model Context Protocol server for CX Agent Studio |
| 📋 | Starter Templates | Ready-to-use agent templates for rapid development |
| 🔗 | API Integration Layer | API integration layer for CX Agent Studio workflows |
| 📦 | Dialogflow Intents Bundle | Bulk create/update Dialogflow CX intents from CSV with async processing, retries, and run reports |
| 💻 | CX Agent Studio CLI | Full-featured CLI for the CES v1beta API — 18 resource types, 78+ endpoints: apps, agents, tools, sessions, evaluations, and more |
| 🤝 | Agent Buddy | Comprehensive platform for building, managing, and optimizing Dialogflow agents with AI-powered tools |
Installable AI agent skills for CX Agent Studio development. Works with Claude Code, Cursor, Gemini CLI, GitHub Copilot, and any skills.sh-compatible agent.
| Skill | Install | Description |
|---|---|---|
| 🧠 CX Agent Studio Skill | npx skills add Yash-Kavaiya/cx-agent-studio-skill |
Expert reference skill — agents, instructions, tools, variables, callbacks, guardrails, evaluations, REST API |
| 🔄 CX Callback Generator | npx skills add Yash-Kavaiya/cx-callback-generator-skills
https://skillsmp.com/skills/yash-kavaiya-cx-callback-generator-skills-skills-cx-callback-generator-skill-md
|
Interactive generator for all 6 callback types with production-ready Python code |
| 🔄 Interactive Bash CLI: CX Agent Studio Evaluations | Interactive Bash CLI: CX Agent Studio Evaluations |
Also available on ClawHub:
npx clawhub install cx-agent-studio
Deploy your CX Agent Studio agent across 7 messaging platforms with production-ready integrations. Each integration handles webhooks, session management, message formatting, and rich media out of the box.
Deploy your CX Agent Studio agent across 7 messaging platforms with production-ready integrations. Each integration handles webhooks, session management, message formatting, and rich media out of the box.
| Channel | Language | Status |
|---|---|---|
| 💬 WhatsApp Business | Node.js | ✅ Ready |
| 💼 Slack | Python | ✅ Ready |
| 📱 Telegram | Python | ✅ Ready |
| 🎮 Discord | Node.js | ✅ Ready |
| 💬 Google Chat | Node.js | ✅ Ready |
| 🎥 Zoom | Node.js | ✅ Ready |
| 🟦 Microsoft Teams | — | 🚧 Coming Soon |
| 💬 ces-twilio-adapter | — | — |
| 💬 Genesys Chat Adapter for CXAS | — | — |
| 💬 CES Messenger Web Component | — | — |
Deployment methods supported: Cloud Run (recommended), Cloud Functions, Docker, Kubernetes.
This section is growing — add your custom connector via pull request!
| Platform | Description | |
|---|---|---|
 |
r/CXAgentStudio | Reddit community for discussions, tips, and support. |
 |
CX Agent Studio — LinkedIn Group | Connect with practitioners, share use cases, and stay updated on the latest from the community. |
Need hands-on help? Book a 1:1 CX Agent Studio consultation on Topmate.
| Resource | Description | |
|---|---|---|
| 🏠 | Customer Experience Agent Studio Product Page | Overview, 35 pre-built templates, benefits. |
| 📚 | Docs Hub | Core documentation (built on Agent Development Kit). |
| 🖥️ | Console | Where you build agents. |
| ⚡ | Quickstart: Create Agent Application | |
| 🔧 | Tools Reference | Google Search, Salesforce, client functions, etc. |
| 💰 | Pricing | |
| 🛒 | AI Agent Finder Marketplace | Pre-built agents from partners. |
CX Agent Studio natively supports hierarchical multi-agent systems (root agent + sub-agents).
| Resource | Description | |
|---|---|---|
| 📐 | Official Agents Reference | Root agent as orchestrator, sub-agents for specialized tasks. |
| 🧪 | Sample Agent Applications in Console | Cymbal Retail (multi-agent upselling + out-of-scope handling), with full instructions, tools, and variables examples. |
| 🏗️ | The Complete Guide to CX Agent Studio Architecture (My Substack) | Deep dive into patterns, callbacks, guardrails, and graph-based flows. |
| 🏗️ | The Complete Guide to CX Agent Studio Architecture (Google Cloud / Medium) | Published on the official Google Cloud Medium publication — architecture, multi-agent patterns, tools, callbacks. |
| 🔀 | Route & Sub-Agent Diagram (Official) | Visual of the agent tree. |
| Resource | Description | |
|---|---|---|
| 🛡️ | Built-in Guardrails | Prompt injection protection, word blacklisting, brand safety. |
| 📋 | CX Agent Studio SLA | 99.9% uptime, error-rate definitions. |
| 🏢 | GCP Org Policy Coverage | Threat modeling discussion. |
| 🔒 | UJET + CX Agent Studio Security Pillars | Consent, Control, Trusted Protocols. |
| Resource | Description | |
|---|---|---|
| 🔍 | Built-in Tracing & Evaluations | End-to-end visibility in the Studio. |
| 📈 | Vertex AI + Cloud Monitoring Integration | Recommended stack for production agents. |
| ✅ | Evaluation Pipelines & Batch Upload | Automated quality scoring. |
| Resource | Description | |
|---|---|---|
| 🗺️ | Isolated vs Integrated Migration Strategy | Official guidance. |
| 🏗️ | Simplified Migration Path (UJET) | Real-world CCaaS example. |
| 🔀 | Hybrid Agent Tutorial (2026) | Flows + Playbooks + Generative fallback. |
Contributions are welcome! Please open a pull request or issue to add new resources, fix links, or suggest improvements.
- Fork the repository
- Create your branch (
git checkout -b add-new-resource) - Commit your changes (
git commit -m "Add new resource") - Push to the branch (
git push origin add-new-resource) - Open a Pull Request
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