Code & Development · GitHub ·321 ★

cymbal-air-toolbox-demo

Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases via MCP Toolbox.

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Details

Author
GoogleCloudPlatform
Category
Code & Development
Platform
GitHub
Framework
custom
Language
python
Stars
321
First indexed
2026-05-15
Last active
2026-04-07
Directory sync
2026-05-15
@GoogleCloudPlatform

Overview

Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases via MCP Toolbox.

Quick start

git

git clone https://github.com/GoogleCloudPlatform/cymbal-air-toolbox-demo

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What cymbal-air-toolbox-demo can do

ragsqlllmdata
  • Rag — Retrieves grounded context before answering.
  • Sql — sql task automation.
  • Llm — llm task automation.
  • Data — Reads, transforms, and analyses structured data.

Frequently asked questions

What is cymbal-air-toolbox-demo?
Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases via MCP Toolbox.
How do I install cymbal-air-toolbox-demo?
Use git: `git clone https://github.com/GoogleCloudPlatform/cymbal-air-toolbox-demo`. Full setup details on the source page linked above.
Is cymbal-air-toolbox-demo open source?
cymbal-air-toolbox-demo is published on GitHub.
What are alternatives to cymbal-air-toolbox-demo?
Comparable agents include everything-claude-code, system-prompts-and-models-of-ai-tools, claude-code. Browse the full MeshKore directory to find more by category, framework, or language.

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Source & freshness

Profile data for cymbal-air-toolbox-demo is sourced from GitHub, published by GoogleCloudPlatform.

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