Mcp Capi

C 66 completed
Api
containerized / yaml · small
93
Files
55,320
LOC
0
Frameworks
6
Languages

Pipeline State

completed
Run ID
#343177
Phase
done
Progress
1%
Started
Finished
2026-04-13 01:31:02
LLM tokens
0

Pipeline Metadata

Stage
Cataloged
Decision
proceed
Novelty
60.00
Framework unique
Isolation
Last stage change
2026-05-10 03:35:24
Deduplication group #56279
Member of a group with 5 similar repo(s) — this repo is canonical view group →
Top concepts (2)
Project DescriptionDevOps/Infrastructure
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AI Prompt

Create a command-line tool that acts as an MCP CAPI Server. This server needs to bridge Large Language Models with Kubernetes cluster management via Cluster API. It should support natural language control for managing clusters across multiple providers like AWS, Azure, and GCP. Key features to include are the ability to create, update, scale, and delete clusters, manage machine operations, and provide real-time monitoring of cluster status. The tool should also support connecting via stdio, SSE, or Streamable HTTP, and ideally include a self-update mechanism.
go kubernetes cli cluster-api llm yaml containerization k8s
Generated by gemma4:latest

Catalog Information

A server that bridges large language models with Kubernetes cluster management via Cluster API, enabling natural‑language control of clusters across multiple cloud providers.

Description

The MCP CAPI Server implements the Model Context Protocol to provide a natural‑language interface for managing Kubernetes clusters through Cluster API. It supports creating, updating, scaling, and deleting clusters on AWS, Azure, GCP, vSphere, and other providers, while also handling control‑plane and worker node operations. Real‑time monitoring of cluster status and events is available via Server‑Sent Events or streamable HTTP, and users can browse CAPI resources through MCP resources. Guided workflows with interactive prompts simplify complex operations, and the server offers multi‑transport support (stdio, SSE, HTTP). The tool is backward compatible with existing configurations and includes a self‑update feature for easy maintenance. It is designed for operators who want to automate cluster lifecycle tasks using AI assistants.

الوصف

يُقدّم هذا الخادم واجهة بروتوكول Model Context (MCP) لإدارة مجموعات Kubernetes عبر Cluster API، مما يتيح التفاعل مع المجموعات باستخدام أوامر اللغة الطبيعية. يدعم الخادم إنشاء وتحديث وتوسيع وحذف المجموعات على منصات متعددة مثل AWS وAzure وGCP وvSphere، مع إمكانية إدارة عقد التحكم وعقد العمال. يوفّر مراقبة لحظية لحالة المجموعات عبر تدفقات Server‑Sent Events أو HTTP المتدفقة، مع إمكانية مراقبة الأحداث في الوقت الفعلي. يتيح استكشاف الموارد عبر MCP، مع توفير واجهة تفاعلية للعمليات المعقدة عبر سلسلة من الإرشادات الموجهة. يشتمل الخادم على دعم متعدد للوسائط، بما في ذلك stdio وSSE وHTTP المتدفقة، مع نظام مساعدة شامل وإدارة الإصدارات. يضمن التوافق الخلفي مع الإعدادات الحالية، مع ميزة التحديث الذاتي لتسهيل الصيانة.

Novelty

7/10

Tags

cluster-management kubernetes ai-integration natural-language-interface multi-provider-support real-time-monitoring guided-workflows transport-flexibility

Technologies

ent

Claude Models

claude-opus-4.6

Quality Score

C
66.0/100
Structure
58
Code Quality
72
Documentation
71
Testing
35
Practices
75
Security
92
Dependencies
50

Strengths

  • CI/CD pipeline configured (circleci)
  • Consistent naming conventions (snake_case)
  • Good security practices \u2014 no major issues detected
  • Containerized deployment (Docker)
  • Properly licensed project

Weaknesses

  • 1419 duplicate lines detected \u2014 consider DRY refactoring
  • 3 'god files' with >500 LOC need decomposition

Recommendations

  • Add a test suite \u2014 start with critical path integration tests
  • Add a linter configuration to enforce code style consistency

Security & Health

6.3h
Tech Debt (A)
A
OWASP (100%)
PASS
Quality Gate
A
Risk (0)
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Apache-2.0
License
17.5%
Duplication
Full Security Report AI Fix Prompts SARIF SBOM

Languages

yaml
90.3%
go
7.8%
markdown
1.2%
shell
0.4%
json
0.2%
text
0.0%

Frameworks

None detected

Concepts (2)

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CategoryNameDescriptionConfidence
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auto_descriptionProject DescriptionA Model Context Protocol (MCP) server for Cluster API (CAPI), enabling seamless integration between Large Language Models (LLMs) and Kubernetes cluster management through CAPI.80%
auto_categoryDevOps/Infrastructuredevops-infra70%

Quality Timeline

1 quality score recorded.

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