Deployment & DevOps

1,731 MCP servers in this category, most used first.

Trendradar⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RS
Drawio SkillAgent skill that turns natural language, code, Terraform/K8s, SQL, OpenAPI, AsyncAPI, Protobuf and GraphQL sources into editable, tested dra
UnstractLLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
SandboxAll-in-One Sandbox for AI Agents that combines Browser, Shell, File, MCP and VSCode Server in a single Docker container.
JitsuManage Jitsu data pipelines: destinations, streams, connections, functions, live events.
AgentgatewayNext Generation Agentic Proxy for AI Agents and MCP servers
KubefwdKubernetes port forwarding for local development with automatic /etc/hosts entries.
Ghidra McpGhidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforceme
Radar Kubernetes MCP ServerKubernetes MCP server for diagnosis, resource management, GitOps, and RBAC-enforced operations.
MetamcpMCP Aggregator, Orchestrator, Middleware, Gateway in one docker
Agency Orchestrator🚀 One sentence → your one-person company of AI experts → complete deliverable in minutes. 276 CN + 184 EN + 5 more languages (ko/ru/pt-BR/i
Unla🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code chang
Kubernetes Mcp ServerA Model Context Protocol (MCP) server for Kubernetes and OpenShift
Azure DevOps (ADO)The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.
Mcp Memory ServiceOpen-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consol
TerraVisionCloud architecture diagrams generated from terraform plan, with official AWS, Azure, GCP icons
Mcp Server KubernetesMCP Server for kubernetes management commands
TerraformGenerate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise
Kubectl Mcp ServerPublished in CNCF Landscape: A MCP server for Kubernetes.
Mcp GatewayMCP Gateway is a reverse proxy and management layer for MCP servers, enabling scalable, session-aware stateful routing and lifecycle managem
Cti ExpertCTI Expert — Cyber Threat Intelligence & OSINT analysis skill for Claude Code / Codex. 120+ commands, 57 techniques, 79 typed MCP tools, det
Docker McpA docker MCP Server (modelcontextprotocol)
Flyto CoreExecution engine for AI agents. 412 modules: browser, file, Docker, data, crypto.
Ai Agent TeamAI Agent Team-拥有24/7专业AI开发团队：产品经理、前端开发、后端开发、测试工程师、DevOps工程师、技术负责人。一键安装，支持中英文命令，大幅提升开发效率！
Mcp Server Azure DevopsAn MCP server for Azure DevOps
Mcp K8S GoMCP server connecting to Kubernetes
Tfmcp🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI assistants to manage and operate Terraform environ
Ai CompanyMulti-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent
walkerOS FlowBuild, validate, simulate, and deploy walkerOS event pipelines
Dot AiAI-powered development platform for Kubernetes deployments and intelligent automation
Code Sandbox McpAn MCP server to create secure code sandbox environment for executing code within Docker containers. This MCP server provides AI application
Welink🔍微信聊天数据分析的本地化AI-agent(Docker/Windows/MacOS) · AI分身 / 大模型分析 / 好友排行 / 词云 / 情感趋势 / 群聊画像
HomebutlerTells an agent what changed on a server since it last looked - status, Docker, backups, Proxmox.
CustomermatesNative MCP access to CRM contacts, organizations, deals and tasks with user permissions.
K8S Mcp ServerK8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It p
Mcp Server Synology💾 Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and s
Mcp Shell ServerSecure MCP server for whitelisted shell command execution with stdin, argv pipelines, timeouts, and structured audit logging.
HomeLab MonitorSelf-hosted homelab dashboard with a built-in read-only MCP server (hosts, Docker, GPU, services).
K8S Mcp ServerManage Your Kubernetes Cluster with k8s mcp-server
Env DoctorDiagnose and Fix CUDA / GPU environments compatibility issues locally, in Docker, and CI/CD. CLI + MCP server available.
Alibabacloud Devops Mcp ServerYunxiao MCP Server provides AI assistants with the ability to interact with the Yunxiao platform. It provides a set of tools that interact w
MoneyMatterPersonal finance tracker: accounts, transactions, budgets, investments and analytics over OAuth.
Hub McpDocker Hub MCP Server
KSailSDK for creating, managing, and operating Kubernetes clusters and workloads with ease.
DockerGovern consequential AI agent actions in Docker with deterministic policy, human approval, and signed Decision Dossiers.
Teleskopioteleskopio is a lightweight kubernetes web client
Node Code Sandbox McpA Node.js-based Model Context Protocol server that spins up disposable Docker containers to execute arbitrary JavaScript.
GhostdeskGive any AI agent a full desktop — it sees the screen, clicks, types, and runs apps like a human. Automate anything with a UI: browsers, leg
Mcp JenkinsThe Model Context Protocol (MCP) is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP spe
Mcp K8SA Kubernetes MCP (Model Control Protocol) server that enables interaction with Kubernetes clusters through MCP tools.
Komkom 是一个用于 Kubernetes 操作的工具，SDK级的kubectl、client-go的使用封装。并且支持作为管理k8s 的 MCP server。它提供了一系列功能来管理 Kubernetes 资源，包括创建、更新、删除和获取资源，甚至使用SQL查询k8s资源。这
DockerStructured Docker operations (ps, images, logs, build) as typed JSON.
Pare DockerPare Docker ג€” Structured Docker operations (ps, images, logs, build, compose) as typed JSON.
Evalview McpRegression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude.
Unraid RMCPRust MCP server and CLI for Unraid GraphQL operations across NAS, Docker, VM, and storage workflows.
Open Computer UseMCP server that gives any LLM its own computer — managed Docker workspaces with live browser, terminal, code execution, document skills, and
Sandbox McpA Model Context Protocol (MCP) server that enables LLMs to run ANY code safely in isolated Docker containers.
Alibabacloud Ack Mcp ServerAlibaba Cloud's ack-mcp-server unifies container operations capabilities, enabling AI assistants and third-party AI agents to perform comple
Open Computer UseGive any LLM its own computer — Docker sandboxes with bash, browser, docs, and sub-agents
Model ComposeDeploy production-ready AI services in minutes. One YAML file for agents, RAG pipelines, and MCP servers — run anywhere. Inspired by docker-
three.ws VisionImage understanding for AI agents — analyze and describe any image via the three.ws pipeline.
DarkroomImage processing pipeline for Next.js. Responsive optimization with Sharp.
End To End Agentic Ai Automation LabThis repository contains hands-on projects, code examples, and deployment workflows. Explore multi-agent systems, LangChain, LangGraph, Auto
Mcp Github Project ManagerMCP server for AI-powered GitHub project management — 20 tools, 169 actions, agent swarm orchestration, GitHub Actions/Releases/Branches, MC
Awesome Mcp Servers DevopsA curated, DevOps-focused list of Model Context Protocol (MCP) servers—covering source control, IaC, Kubernetes, CI/CD, cloud, observability
Whatsapp Claude PluginClaude Code WhatsApp channel plugin — run AI directly from WhatsApp, voice transcription, remote tool approval, access control. No API keys,
Ai Forge Mcp565 AI-callable tools across 16 MCP servers. Full-pipeline AAA game asset production. Controls Blender, Substance Suite, Maya, Houdini, and
Strimzi Kafka CliManage Apache Kafka on Kubernetes via Strimzi. Clusters, topics, users, connectors, MM2.
NautexMCP server for guiding Coding Agents via end-to-end requirements to implementation plan pipeline
Podman Mcp ServerA Model Context Protocol (MCP) server for container runtimes (Podman and Docker)
Fly IoMCP server for managing Fly.io machines, apps, logs, and Docker images.
Awesome Agentic DevopsCurated + scored map of official MCP servers and agents for DevOps, Cloud, SRE, and Platform Engineering — every entry rated on production a
Ntfy Me McpAn ntfy MCP server for sending/fetching ntfy notifications to self-hosted or ANY ntfy.sh server from AI Agents 📤 (supports secure token aut
Roblox Live Bridge McpBest Open Source Roblox AI Automation MCP Server 2026 for Live Client Inspection and Control
Inkscape McpHeadless Inkscape SVG automation via FastMCP — 60+ ops: create, boolean, LPE, export, text, fleet pipeline. Batch without GUI tour. For Curs
Kesslerio Attio Mcp ServerConnect AI to your Attio CRM. Manage contacts, companies, deals, and sales pipelines. Create tasks…
Dsh Mcp PanelMCP management console for the official DeepSeek Harness MCP client: /mcp command with health diagnostics and pipeline trial calls, a Settin
GantryNative macOS app for managing and monitoring Docker — local and over SSH. Agent-ready: built-in MCP server and App Intents. Free and open so
OnionclawOnionClaw™ — OpenClaw skill for full Tor dark web access: search .onion sites, fetch hidden services, rotate identity, run OSINT pipeline, c
Rag App On AwsBuild and deploy a full-stack RAG app on AWS with Terraform, using free tier Gemini Pro, real-time web search using Remote MCP server and St
Mcp KubernetesA Model Context Protocol (MCP) server that enables AI assistants to interact with Kubernetes clusters. It serves as a bridge between AI tool
Pipedrive Mcp ServerSecure, self-hosted MCP server for Pipedrive CRM with v2 read tools, optional preview-first writes, stdio/HTTP transports, and Docker suppor
MkpMKP is a Model Context Protocol (MCP) server for Kubernetes
Octave McpOCTAVE protocol - structured AI communication with 3-20x token reduction. MCP server with lenient-to-canonical pipeline and schema validatio
webfetchSelf-hosted web search for LLM agents: search -> fetch -> rank pipeline with semantic caching
Actual Mcp ServerTalk to your self-hosted Actual Budget from any MCP client: a remote HTTP server for LibreChat/LobeChat or a local stdio process for Claude
Buildkite Mcp ServerMCP server exposing Buildkite API data (pipelines, builds, jobs, tests) to AI tooling and editors.
DCC-MCP CoreAgent control plane for DCC and engine hosts: one MCP endpoint, one tool contract.
arifOS — Constitutional AI KernelConstitutional AI kernel with 13 MCP tools, 888_JUDGE verdict pipeline, and VAULT999 ledger.
NoraOperate self-hosted OpenClaw and Hermes agent fleets on Docker or Kubernetes from MCP clients.
Msp Claude PluginsThe community-driven Claude Code plugin marketplace for MSPs — 70+ plugins across PSA, RMM, security, documentation, and accounting, plus cr
Mcp PlaygroundA Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and D
Mcp Openstack Ops90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by default. Works with Claude, Open WebUI & any MCP cl
KubentlyTroubleshoot Kubernetes agentically: natural-language cluster diagnosis via ask_kubently
Mcp DockhandMCP Server for Dockhand Docker Management - exposes 130+ API endpoints as MCP tools
Homelab McpModel Context Protocol (MCP) servers for managing homelab infrastructure through Claude Desktop. Monitor Docker/Podman containers, Ollama AI
BitriseSet up & manage mobile CI/CD on Bitrise: build, test, distribute iOS, Android, Flutter, RN apps.
Containerization AssistTypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support
Jev Seojev-seo: Rust SEO and GEO CLI plus MCP server for coding agents: 50-rule audits, live crawls, GEO scores, rank drift, CI gates. MIT, zero su
Mcp Kali ServerAutomates Kali Linux pentesting with MCP: programmatic access to popular tools, SSH and reverse shell management, file operations, and Docke

Deployment & DevOps

Other MCP server categories