Is the cymbal-air-toolbox-demo MCP server actively maintained?

The cymbal-air-toolbox-demo MCP server was last committed 1mo ago and has 18 contributors. Issue health: 26% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

cymbal-air-toolbox-demo MCP Server

Name: GoogleCloudPlatform/cymbal-air-toolbox-demo
Rating: 3.4 (1 reviews)
Author: GoogleCloudPlatform

GoogleCloudPlatform/cymbal-air-toolbox-demo

Score: 59.9 Rank #5731 Search & RAG

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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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Overview

GoogleCloudPlatform/cymbal-air-toolbox-demo is a Python tool licensed under Apache-2.0. Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases via MCP Toolbox.

Ranked #5731 out of 24840 indexed tools.

Has 18 contributors.

Ecosystem

Python Apache-2.0

Score Breakdown

Stars 15% 350

350 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

Issue Health 25% 26%

19/72 issues closed → many open issues

Contributors 10% 18

18 contributors → active community

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 122

Description Good

License Apache-2.0

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

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Freshness high impact

Last commit was 41 days ago — a recent commit would boost your freshness score

Issue Health high impact

You have 53 open vs 19 closed issues — triaging stale issues improves health

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Markdown

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Details

Stars: 350
Forks: 122
Open Issues: 53
Closed Issues: 19
Contributors: 18
Dependents: —
Language: Python
License: Apache-2.0
Last Commit: 1mo ago

Matched Queries

topic:mcp

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