Is the cloud-native-ai-lab MCP server actively maintained?

The cloud-native-ai-lab MCP server was last committed 7d ago and has 0 contributors. Issue health: 0% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

cloud-native-ai-lab MCP Server

Name: peopleforrester/cloud-native-ai-lab
Rating: 2.9 (1 reviews)
Author: peopleforrester

peopleforrester/cloud-native-ai-lab

Score: 48.7 Rank #17797 MCP Server

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Seven hands-on labs for running AI workloads on Kubernetes: GPU scheduling, distributed training, model serving, and agents. Runs on a local kind cluster, no GPU required. Companion to a KubeCon EU 2026 talk.

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Overview

peopleforrester/cloud-native-ai-lab is a Python tool licensed under Apache-2.0. Seven hands-on labs for running AI workloads on Kubernetes: GPU scheduling, distributed training, model serving, and agents. Runs on a local kind cluster, no GPU required. Companion to a KubeCon EU 2026 talk.

Ranked #17797 out of 24840 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python Apache-2.0

Score Breakdown

Stars 15% 7

7 stars → early stage

Freshness 25% 7d ago

Last commit 7d ago → actively maintained

Issue Health 25% 0%

0/1 issues closed → many open issues

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 0

Description Detailed

License Apache-2.0

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

How to Improve

Issue Health high impact

You have 1 open vs 0 closed issues — triaging stale issues improves health

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

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Details

Stars: 7
Forks: 0
Open Issues: 1
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: Apache-2.0
Last Commit: 7d ago

Matched Queries

topic:mcp

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