GoogleCloudPlatform

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.

342 stars 119 forks 342 watchers Python Apache License 2.0
agent agents ai alloydb bigquery databases genai google-cloud-ai langgraph llm mcp mcp-tools postgresql pythonai rag spanner toolbox vertex-ai
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2 Open Issues Need Help Last updated: Jul 31, 2026

Open Issues Need Help

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Support Cloud SQL MySQL in updated demo about 4 hours ago
priority: p2 type: feature request help wanted
GoogleCloudPlatform/cymbal-air-toolbox-demo
342

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

Python
#agent#agents#ai#alloydb#bigquery#databases#genai#google-cloud-ai#langgraph#llm#mcp#mcp-tools#postgresql#pythonai#rag#spanner#toolbox#vertex-ai
Having no flights tricks the agent into thinking the tool didn't work 2 months ago
priority: p2 type: bug help wanted
GoogleCloudPlatform/cymbal-air-toolbox-demo
342

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

Python
#agent#agents#ai#alloydb#bigquery#databases#genai#google-cloud-ai#langgraph#llm#mcp#mcp-tools#postgresql#pythonai#rag#spanner#toolbox#vertex-ai