by GoogleCloudPlatform · MCP Server · ★ 337
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[!NOTE] This project is for demonstration only and is not an officially supported Google product. If you're a Googler using this demo, please fill up this form. If you're interested in using our hosted version, please fill up this form. Introduction This project provides a production-quality reference implementation for building Agentic applications that use [Agents] and [Retrieval Augmented Generation (RAG)][rag] to query and interact with data stored in Google Cloud Databases. This demonstration features Cymbal Air, a fictional airline. The application showcases a customer service assistant that helps travelers manage flights and find information about San Francisco International Airport (SFO), Cymbal Air's hub. The agent can answer questions like: Are there any luxury shops in the terminal? Where can I get coffee near gate A6? I need to find a gift for my colleague. What flights are headed to NYC tomorrow? [rag]: https://www.promptingguide.ai/techniques/rag [Agents]: https://www.promptingguide.ai/agents/introduction Table of Contents Understanding the demo Retrieval Augmented Generation RAG Agent-based Orchestration Architecture Deployment [Bef
| Stars | 337 |
| Forks | 115 |
| Language | Python |
| Category | MCP Server |
| License | Apache-2.0 |
| Quality Score | 53.58/100 |
| Open Issues | 43 |
| Last Updated | 2026-06-20 |
| Created | 2023-08-25 |
| Platforms | mcp, python |
| Est. Tokens | ~15k |
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cymbal-air-toolbox-demo is Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases via MCP Toolbox.. It is categorized as a MCP Server with 337 GitHub stars.
cymbal-air-toolbox-demo is primarily written in Python. It covers topics such as agent, agents, ai.
You can find installation instructions and usage details in the cymbal-air-toolbox-demo GitHub repository at github.com/GoogleCloudPlatform/cymbal-air-toolbox-demo. The project has 337 stars and 115 forks, indicating an active community.
cymbal-air-toolbox-demo is released under the Apache-2.0 license, making it free to use and modify according to the license terms.
The top alternatives to cymbal-air-toolbox-demo on Agent Skills Hub include flock, argo, aser. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.