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k8s-autopilot MCP Server

talkops-ai/k8s-autopilot

Score: 44.5 Rank #10497 Agent Framework
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Open-source, extensible AI operations framework for Kubernetes. Autonomous multi-agent operators for Helm, GitOps & observability with no-code MCP plugins and rubric verification.

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Overview

talkops-ai/k8s-autopilot is a Python tool licensed under Apache-2.0. Open-source, extensible AI operations framework for Kubernetes. Autonomous multi-agent operators for Helm, GitOps & observability with no-code MCP plugins and rubric verification.

Ranked #10497 out of 24850 indexed tools.

Ecosystem

Python Apache-2.0

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 3

3 stars → early stage

Freshness 25% 15d ago

Last commit 15d ago → recently updated

Issue Health 25% 0%

0/6 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 3
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 6 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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AgentRank score for talkops-ai/k8s-autopilot
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