🔧 运维部署 AI 工具

MCP Vacuum is an AI agent for discovering and managing MCP servers using OAuth 2.1.

AzureDevOpsMCP is a Node.js app for integrating with Azure DevOps.

K6 Load Testing MCP Server for API Performance Testing

tester l'intégration de mes CI/CD dans mon serveur mcp

GCP Cost Optimization MCP Server for managing GCP resources efficiently.

MCP CLI with utilities when working with GitHub Actions

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MCP Server Operator manages MCP server lifecycle on OpenShift using CRDs.

AI-powered Kubernetes troubleshooting assistant using MCP protocol.

ZenHub MCP Server provides full GraphQL API access with secure authentication and common operations.

K8s Explorer MCP is an intelligent server for Kubernetes resource exploration and debugging.

从需求文档智能生成全面测试用例，支持Markdown与XMind思维导图双格式输出，提升测试设计效率。

airflow-mcp-plugins has moved to a new GitHub location for active development.

Adapter that allows you to expose a stdio MCP server over streamable HTTP.

MCP server to let LLMs (AI Agents) to communicate and interact with Cronlytic to perform CRUD operations for serverless cron jobs

MCP server for NSO

本地Shell智能助手,支持命令规划、安全预览执行、输出智能总结、隐私历史管理,降低误操作风险

A Prefect orchestrator tool for monitoring and Streamlit app integration.

Foreman-MCP is a tool for managing MCP servers with easy local and containerized setups.

Example repository for Terraform MCP Server with GitHub Actions

MCP Server is a platform for managing and deploying Minecraft servers efficiently.

Deploy a remote MCP server on Cloudflare Workers without authentication.

Custom Docker images for deploying MCP Everything Server on GKE with HTTP support.

This is using apisix mcp-bridge with docker based stdio mcp server.

Configure, serve, and secure your MCP servers from one place. Role-based access. Centralized setup. Minimal client friction.

MCPO-Dockerized allows running MCPO in Docker, integrating with Open-WebUI.

A no-code Docker Compose solution to connect MCP clients with Fabric's AI API.

Tideways MCP Server is a CI/CD tool for monitoring and managing performance.

MCP Server generated by mcp.ag2.ai

跨GitHub与Azure DevOps多仓库全局视图，AI从提交记录中学习模式，自动优化升级agents.md配置，实现开发代理持续进化。

MCPeasy is a multi-tenant MCP server for easy setup and API key management.

SABnzbd MCP Server enables management of SABnzbd downloads via MCP.

A read-only MCP Server for Azure DevOps enabling LLMs to query live data.

filesystem mcp server with http and sse support added

A server for Jenkins management via Model Context Protocol, enabling job and build control.

mcp-gitops

parallel-mcp executes commands in parallel with security controls.

A lightweight MCP server for inspecting AWS VPC CNI state in EKS clusters.

kube-mcp is a Kubernetes MCP server for managing clusters with various commands.

MCP Server for monitoring and managing Prometheus metrics.

all commits are via a goose mcp-server-git extension

MCP_Server_SigNoz translates natural language queries into SigNoz API calls for observability data.

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连接SonarQube自托管实例，自动获取并过滤代码Issue，检查Quality Gate状态，利用AI生成修复建议并支持一键自动修复。

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A Mission Control Panel integration for Bitrise CI/CD platform that can be used with Cursor IDE

MCP Server generated by mcp.ag2.ai

MCP Server generated by mcp.ag2.ai

OpenShift MCP Server monitors Kubernetes clusters, providing real-time insights and AI-assisted queries.

SysteMCP is a versatile MCP Server designed for efficient system management.