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.
GoogleCloudPlatform/cymbal-air-toolbox-demo
View on GitHub ↗Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases via MCP Toolbox.
cymbal-air-toolbox-demo grew +0.0% in the last 30 days, ranks 611th of 1,311 in Workflow & Task Automation, last commit 71 days ago.
Star trajectory
79 days tracked2026-08-07350 stars today2026-10-25
Momentum
+0.0% in 30d, below the Workflow & Task Automation median of +2.7%.
Maintenance
Last commit 71 days ago, staler than the median of 10d.
How it compares in Workflow & Task Automation
cymbal-air-toolbox-demo
350
stars
+0.0% 30d
commit 71 days ago
Workflow & Task Automation median
311
stars
+2.7% 30d
commit ~10d ago
Leader · AutoGPT
187.7k
stars
+0.1% 30d
commit today
Ranked 611th of 1,311 by stars.
zapier/gtm-cheat-codes351-1gameworkerkim/vibe-investing350+0
GoogleCloudPlatform/cymbal-air-toolbox-demo350
19-84/redd-archiver349+1magicapple123/ResumeForge349+1- Language
- Python
- License
- Apache License 2.0
- Contributors
- 18
- Forks
- 123
- Watchers
- 26
- Open issues
- 19
- Releases
- 5
- Created
- 2023-08-25
- Stars this week
- +0
You've seen where cymbal-air-toolbox-demo stands today.
Get the moves before everyone else: the 5 Workflow & Task Automation repos climbing fastest, every Tuesday.
Free weekly digest. Double opt-in, unsubscribe anytime.