cymbal-air-toolbox-demo

by GoogleCloudPlatform · MCP Server · ★ 337

About cymbal-air-toolbox-demo

[!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.

agentagentsaialloydbbigquerydatabasesgenaigoogle-cloud-ailanggraphllm

Quick Facts

Stars337
Forks115
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score70.4966290293172/100
Open Issues43
Last Updated2026-06-20
Created2023-08-25
Platformsmcp, python
Est. Tokens~15k

Compatible Skills

These tools work well together with cymbal-air-toolbox-demo for enhanced workflows:

  • sre — semantic(0.21)+complementary+same_lang+similar_pop+shared_platform (57%)
  • claudecode-vertex-proxy — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • modelsmith — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • sealos-skills — semantic(0.15)+complementary+same_lang+similar_pop+shared_platform (55%)
  • broccoli — semantic(0.25)+complementary+same_lang+similar_pop+shared_platform (54%)

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Frequently Asked Questions

What is cymbal-air-toolbox-demo?

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.

What programming language is cymbal-air-toolbox-demo written in?

cymbal-air-toolbox-demo is primarily written in Python. It covers topics such as agent, agents, ai.

How do I install or use cymbal-air-toolbox-demo?

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.

What license does cymbal-air-toolbox-demo use?

cymbal-air-toolbox-demo is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

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