GoogleCloudPlatform/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.

321 114 +0/wk

GitHub

agent agents ai alloydb bigquery databases genai google-cloud-ai langgraph llm mcp mcp-tools

Trend 0

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GoogleCloudPlatform/cymbal-air-toolbox-demo has +0 stars this period . Velocity data will be available after more historical data is collected.

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Signal-backed technical analysis will be available soon.

Metric	cymbal-air-toolbox-demo	mcp-server-code-execution-mode	WenShape	langconnect-client
Stars	321	321	323	323
Forks	114	28	56	78
Weekly Growth	+0	+0	+0	+0
Language	Python	Python	Python	TypeScript
Sources	1	1	1	1
License	Apache-2.0	GPL-3.0	NOASSERTION	MIT

cymbal-air-toolbox-demo

mcp-server-code-execution-mode

Maintenance Activity 100

Last code push 1 days ago.

Community Engagement 100

Fork-to-star ratio: 35.5%. Active community forking and contributing.

Issue Burden 70

Issue data not yet available.

Growth Momentum 30

No measurable growth in the current period (first-day cold start expected).

License Clarity 95

Licensed under Apache-2.0. Permissive — safe for commercial use.

Risk scores are computed from real-time repository data. Higher scores indicate healthier metrics.