Best Ops AI Skills & MCP Servers

MCP server for Azure DevOps Server 2022 / TFS - READ-ONLY access to builds, work items, releases, git, pipelines, and test results

Categorized, deterministically-ranked SKILL.md catalog AND MCP server for Claude Code (and any agent that speaks MCP). 1128 curated skills across 17 categories — frontend, backend, video editing, AI video generation, UI design, motion graphics, 3D, devops

DOOMSCROLLR MCP server — AI agents build owned-audience websites, affiliate storefronts, product drops, newsletters, tickets, and subscriber capture for the audience layer of the AI agent world.

Bootstrap installer for the ControlKeel native CLI - a control plane for agent-generated software delivery.

Production-grade Kubernetes MCP Server - Complete kubectl coverage with Infrastructure Protection, Helm support, Diagnostics, Response Caching, 269 tools, Direct Exec, OpenTelemetry

Emergent intelligence through temporal consciousness - thousands of nano-agents collaborating in real-time with 500K+ ops/sec

MCP server for UWC Components — gives AI coding assistants real-time access to component docs, props, events, slots, and code examples

Open-source CLI scanner for risky MCP server and AI agent tool configuration.

A Model Context Protocol (MCP) server for Kubernetes with 270+ tools, 8 resources, and 8 prompts for AI assistants

A Model Context Protocol (MCP) server for Azure DevOps integration

Agency-grade Discord MCP server with multi-guild project routing

TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support

Model Context Protocol server for the PropLine player props betting odds API. Exposes live odds, prop resolution, cross-book +EV, scores, and box-score stats as tool calls for Claude Desktop, Claude Code, and any MCP-compatible client.

MCP Server for using the alibabacloud-devops API: allows AI assistants to directly participate in development collaboration, helping teams optimize development processes and improve efficiency.

Enhanced Azure DevOps MCP server with additional features including pull request changes tool

TestOps MCP Server - Model Context Protocol server for test operations

MCP server for SSH remote access: execute commands, transfer files via SFTP, generate SSH key pairs

MCP server for Opsgenie integration

Model Context Protocol (MCP) server for Alibaba Yunxiao DevOps platform

A comprehensive Model Context Protocol (MCP) server for Dokploy - deploy apps, manage containers, databases, domains, and servers.

Ops-focused n8n tools for any MCP-compatible client: workflow + execution lifecycle (create, save, archive, delete, cancel, retry single + batch), tag management, security audit, plus composed scanners (find-by-node-type, execution-stats). MCP server + fi

Autonomous Project Management Framework for Claude Code - Advanced AI-powered development automation

MCP server for hyperD x402 paid DeFi APIs — pay per call in USDC on Base, ~2s settlement, no API keys. 29 tools (22 paid endpoints + bundle + 3 watches + 3 free meta) across 7 EVM chains. Includes 6 synthesis tools (Haiku 4.5 composed verdicts). Drops int

MCP server for Windows system administration: Services, Event Viewer, Task Scheduler, and more