Cloud & DevOps: MCP servers & Agent Skills
Cloud & DevOps MCP servers and Agent Skills from public sources. 184 entries, sorted by featured, then GitHub stars. Showing the top 150. Search and filter all 184.
webapp-testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browser logs.
World Monitor
Real-time global intelligence across conflict, markets, energy, trade, shipping and cyber. 96 tools.
Scrapling MCP Server
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.
ruflo
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
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 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
aspnet-core
Build, review, refactor, or architect ASP.NET Core web applications using current official guidance for .NET web development. Use when working on Blazor Web Apps, Razor Pages, MVC, Minimal APIs, controller-based Web APIs, SignalR, gRPC, middleware, dependency injection, configuration, authentication, authorization, testing, performance, deployment, or ASP.NET Core upgrades.
cloudflare-deploy
Deploy applications and infrastructure to Cloudflare using Workers, Pages, and related platform services. Use when the user asks to deploy, host, publish, or set up a project on Cloudflare.
define-goal
Help the user define a concrete, measurable goal before starting work, especially when they ask to use the goal tool, create a goal, set an objective, clarify success criteria, or turn a fuzzy intention into a quantitative outcome. Use this skill for goal creation and goal refinement only; it does not manage durable snapshots, decision logs, or long-running execution artifacts.
gh-fix-ci
Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions; use `gh` to inspect checks and logs, summarize failure context, draft a fix plan, and implement only after explicit approval. Treat external providers (for example Buildkite) as out of scope and report only the details URL.
netlify-deploy
Deploy web projects to Netlify using the Netlify CLI (`npx netlify`). Use when the user asks to deploy, host, publish, or link a site/repo on Netlify, including preview and production deploys.
render-deploy
Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.
sentry
Use when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry CLI; perform read-only queries using the `sentry` command.
vercel-deploy
Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".
SkillOpt
SkillOpt is a text-space optimizer that trains reusable natural-language skills for frozen LLM agents through trajectory-driven edits, validation-gated updates, and deployable best_skill.md artifacts.
kubesphere
The container platform tailored for Kubernetes multi-cloud, datacenter, and edge management ⎈ 🖥 ☁️
trigger.dev
Trigger.dev – build and deploy durable AI agents and workflows
docker-android
Android in docker solution with noVNC supported, video recording, mcp server and AI-agent
OpenMetadata
The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.
nightingale
Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.
XHS-Downloader
小红书（XiaoHongShu、RedNote）链接提取/作品采集工具
nginx-ui
Yet another WebUI for Nginx
tyk
Open Source API and AI Gateway supporting REST, GraphQL, TCP, gRPC and MCP (Model Context Protocol)
drawio-skill
Agent skill that turns natural language, code, Terraform/K8s, SQL, OpenAPI, AsyncAPI, Protobuf and GraphQL sources into editable, tested draw.io architecture diagrams: incremental sync, multi-view projection, drift diff, CI architecture tests, whiteboard derasterize, interactive HTML/PPTX/Mermaid exports.
mcp
Open source MCP Servers for AWS
openstatus
Manage monitors, status pages, incidents and maintenances in your openstatus workspace.
bifrost
Open-source, high-performance AI gateway that works as your LLM gateway, MCP gateway and agent gateway. One OpenAI-compatible API for 10,000+ models, with failover, load balancing, semantic caching, virtual keys, budgets and MCP Code Mode. Works with any SDK or agent and adds under 200µs of overhead at 5k RPS.
lamda
Android Full-Stack Device Control Platform: WebRTC/H.264 remote desktop, UI/OCR/image-matching automation, one-click MITM, built-in Frida, proxy/VPN/frp/P2P networking, MCP/Agent, 160+ APIs, designed for multi-device clusters and engineered deployments.
refly
The first open-source agent skills builder. Define skills by vibe workflow, run on Claude Code, Cursor, Codex & more. Build Clawdbot 🦞· APIs for Lovable · Bots for Slack & Lark/Feishu · Skills are infrastructure, not prompts.
browser-tools-mcp
Monitor browser logs directly from Cursor and other MCP compatible IDEs.
unstract
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
skills
Browser automation CLI built for AI agents. Break through anti-bot walls, hand off to humans across platforms when stuck. Parallel multi-task execution, independent multi-session operation, isolated multi-account browsing.
open-connector
Open-source auth gateway connecting 1500+ SaaS providers to AI agents through SDK, CLI, MCP, HTTP, and OpenAPI.
ghidra-mcp
Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, and Docker deployment.
mirrord
Run any process, on your machine or in an AI agent's environment, as if it were a pod in your Kubernetes cluster: real env vars, DNS, network, traffic.
Claude-BugHunter
A Claude Code skill bundle for bug hunting and external red-team work - 82 skills, 15 slash commands, 681 disclosed-report patterns curated across 24 core vulnerability classes, plus enterprise identity + infrastructure attack matrices.
mcp-context-forge
An AI Gateway, registry, and proxy that sits in front of any MCP, A2A, or REST/gRPC APIs, exposing a unified endpoint with centralized discovery, guardrails and management. Optimizes Agent & Tool calling, and supports plugins.
prest
Instant REST and MCP APIs for PostgreSQL and MySQL, on existing or new databases. CRUD, custom SQL routes, auth and ACL without writing a backend. Low-code, ⚡ realtime, high-performance. Native MySQL support since v2.5.
dagu
Self-hostable workflow orchestrator for teams whose main work isn't orchestration. Declarative YAML over your scripts, SSH commands, containers, etc; keep workflows separate from business logic. One binary, no database, runs on limited H/W resources. Alternative to Airflow / Cron / Job Scheduler.
archestra
Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
kubefwd
Bulk port forwarding Kubernetes services for local development.
wslmanager
GUI for the Windows Subsystem for Linux — and native Linux/macOS VMs on Mac. Install, back up, move and configure distros without CLI flags; AI assistant with tools, MCP server for agents, remote WSL over SSH.
radar
The missing open-source Kubernetes UI with a built-in MCP server for AI agents. See what's broken, why, and what changed. Issues, Topology, event timeline, Helm, GitOps, live service traffic, and cluster audits - all in one Go binary.
Azure MCP Server
All Azure MCP tools to create a seamless connection between AI agents and Azure services.
pinme
Deploy Your Frontend in a Single Command. Claude Code Skills supported.
FlyEnv
Native local development environment for Windows, macOS & Linux. A modern alternative to XAMPP, MAMP, Laragon and Laravel Herd, with runtimes, databases, web servers, local sites, HTTPS, AI coding tools and MCP.
skills
Skills, MCP servers, Custom Agents, Agents.md for SDKs to ground Coding Agents
stealth-browser-mcp
Stealth browser automation for AI agents over MCP and the Chrome DevTools Protocol: navigation, network hooks, DOM extraction, and pixel-accurate UI cloning.
thesvg
7,400+ brand SVG icons for developers. Tree-shakeable, typed, open source. npm i thesvg
tons-of-skills-marketplace
Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com.
metamcp
MCP Aggregator, Orchestrator, Middleware, Gateway in one docker
nitrostack
The full-stack TypeScript framework to build, test, and deploy production-ready MCP servers and AI-native apps.
terraform-skill
Terraform & OpenTofu Skill for AI Agents - testing, modules, CI/CD, and production patterns
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/id/ar) · zero-code YAML · auto-verified acceptance · Web Studio / Desktop / Docker · 15 LLM providers (11 key-free). 一句话组建你的「一人公司」AI 专家团队，几分钟交付完整方案；验收自动核验，网页 / 桌面 / Docker 全渠道。
toolhive
ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.
dstack
A unified orchestration layer for heterogeneous AI compute. It standardizes how to manage compute and run training and inference on GPU clouds, Kubernetes, VMs, or bare-metal clusters.
Unla
🧩 MCP Gateway - A lightweight gateway service that instantly transforms existing MCP Servers and APIs into MCP servers with zero code changes. Features Docker deployment and management UI, requiring no infrastructure modifications.
ADR
ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber.
trpc-agent-go
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.
zenfeed
Make RSS 📰 great again with AI 🧠✨!! 数据打标请联系 glidea123 (数万并发随时狂飙)
terravision
Cloud architecture diagrams in both directions: AI prompt or JSON to diagram, diagram to Terraform via MCP server, and Terraform to diagram via CLI or CI/CD. Using Official AWS, Azure and GCP icons.
azure-skills
Official agent plugin providing skills and MCP server configurations for Azure scenarios.
google-maps-scraper-kit
Free Google Maps scraper for lead generation. Exports phones, emails, websites and socials to CSV. Runs locally in Docker, no API keys. Claude Code skill included.
LitterBox
A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.
data-api-builder
Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.
PrismerCloud
Prismer Cloud
mirobody
Turn scattered health data into answers you can trace. Self-hosted AI health data engine for lab reports, wearables and genetics, with a built-in MCP server. Run it with Docker and one LLM key, or keep every model local on llama.cpp.
io.github.BetterDB-inc/monitor
BetterDB MCP server - Valkey observability for Claude Code and other MCP clients
MCPJungle
One place to manage & connect to all your MCP servers
agentdock
Secure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.
free4chat
Temporary rooms for Humans and AI Agents — run, supervise and steer Agent Tasks without a permanent workspace.
heym
Build agentic systems. Run them with confidence. Orchestrate agents, automate business processes, inspect every execution, and keep humans in control. Deploy Heym on your own infrastructure.
better-chatbot
Formerly Better Chatbot. Navigator is an open-source AI workspace for agents, MCP and workflow automation.
aws-agent-skills
AWS Skills for Agents
crw
Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.
open-ontologies
Plan, apply and roll back changes to a production ontology, with a blast radius report and a proof an auditor can re-check.
power-platform-skills
A plugin marketplace for GitHub Copilot and other AI agents that provides Power Platform development plugins, including reusable skills, agents, and commands for building and deploying solutions.
AI-Gateway
Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry 🚀
mcp
MCP server for the Cloudflare API
kubectl-mcp-server
Published in CNCF Landscape: A MCP server for Kubernetes.
toolkit
Agentic tooling for Sentry
golf
Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI Agents
yokai
Simple, modular, and observable Go framework for backend applications.
context-space
Ultimate Context Engineering Infrastructure, starting from MCPs and Integrations
Codeman
Start, prompt and read AI coding agent sessions (Claude Code, Codex, Gemini CLI and more) in Codeman
claude-code-java
Reusable AI development infrastructure for Java projects, optimized for Claude Code
terrashark
Terraform Skill for Claude Code and Codex. LLMs hallucinate a lot with Terraform - TerraShark fixes this. It eliminates hallucinations, is designed for modular and secure code and grounds your IaC in the official Hashicorp Terraform best practices.
nWave
AI agents that guide you from idea to working code, with you in control at every step.
io.github.StuMason/coolify
46 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
claude-code-skills
Standalone skills for Claude Code and Codex: product discovery, architecture, implementation, technical foundations, reviews and delivery, with explicit scope and verification.
Martin Loop
One system around coding agents to run, verify, recover, and hand off software work.
developer-kit
Modular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI.
claude-code-karma
Dashboard for monitoring claude code sessions.
io.github.Higangssh/homebutler
Tells an agent what changed on a server since it last looked - status, Docker, backups, Proxmox.
io.github.Continuum-AI-Corp/orcareplay
Read, replay and fork recorded coding-agent runs.
claude-skills
Production-ready skills for Claude Code CLI - Cloudflare, React, Tailwind v4, and AI integrations
tlive
Self-hosted remote approvals + live monitoring for Claude Code / Codex — via Telegram, Feishu, or a web terminal. Any subscription or API key.
PRD-driven-context-engineering
PRD-Led Context Engineering — Memory as Infrastructure. An ontology layer for product teams building products that solve real problems — with AI agents that remember. Gated PRD, typed IDs, markdown knowledge graph, Claude Code skills & hooks.
Auth0 MCP Server
Auth0 MCP Server: Manage Auth0 applications, APIs, actions, logs, and forms using natural language
DocsMint
Cloud or self-hosted knowledge for AI agents: hybrid search, reranking, GraphRAG, scoped MCP tools.
pracht dev-mcp
Inspect, verify, diff, and scaffold a pracht app's routes, API, and capabilities from its app graph.
ExecBro
Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap, screenshots
MikroMCP
MCP server for MikroTik RouterOS and SwOS: typed tools, dry-run, RBAC, audit logs, and rollback.
Komodo MCP Server
MCP server for Komodo - manage Docker containers, servers, stacks, and deployments via AI
io.github.OtaKit/otakit
Inspect, upload, release, monitor, and revert OtaKit Capacitor OTA updates.
Containerization Assist
TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support
DigestSEO AI Visibility
Track how ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews cite your brand.
InsForge
MCP server for InsForge BaaS — database, storage, edge functions, and deployments
io.github.Decodo/mcp-server
Enable your AI agents to scrape and parse web content dynamically, including geo-restricted sites
J-Link MCP
Debug embedded firmware on real hardware: J-Link probes, Cortex-M faults, RTT logs, GDB.
io.github.Apertur3/headroom
Live subscription limits, resets and budget checks for coding agents over MCP.
Porkbun (official)
Official Porkbun MCP server: domains, DNS, SSL, hosting and Cloudflare via the Porkbun API.
io.github.Daghis/teamcity
MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants
Aiven MCP
Provision PostgreSQL, manage Apache Kafka, and deploy apps with Aiven - all from your AI assistant.
IBM Db2 for i
Read-only SQL queries and schema inspection for IBM Db2 for i over ODBC, JT400 or Mapepire (SSH).
io.github.LogneBudo/llmxray
What went wrong with your own Ollama calls, in sentences with the fix. Local, read-only.
Run402
x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, storage, functions.
Infrawise
Live AWS, database & Kafka infrastructure context for AI coding assistants via MCP.
adrkit decision memory
Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.
Svipall
Read any page past its anti-bot wall, crawl sites, search without an API key, solve captchas locally
Titen Memory
Evidence-grounded agent memory with mandatory provenance, on local SQLite or Cloudflare D1
io.github.BoxLab-Ltd/yandex-metrica-mcp
Query Yandex Metrica analytics — reports, trends, metadata and raw log exports — via an AI agent.
Frihet ERP
AI-native ERP MCP: ES/EU fiscal compliance (VeriFactu/TicketBAI/Facturae), invoicing, tax, banking
SAGE Wrapper
Command wrapper MCP server for coding agents, compression, workflows, and local automation.
Labby
Rust MCP gateway with Code Mode, authentication, setup, logs, CLI, HTTP API, and operator web UI.
DebugBundle
DebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.
Dados Abertos Senado BR MCP
MCP server for Brazilian Federal Senate open data (legislative, administrative, e-Cidadania).
io.github.CodesWhat/portkey-admin-mcp
Portkey Admin API control-plane MCP server with Prisma AIRS interoperability guidance.
ShipStatic
Deploy static websites, landing pages, and prototypes instantly from AI agents.
Stuga
Agent edits await review by default in a self-hosted workspace for documents and databases.
Conector
Self-hosted MCP gateway: connect 1,178 apps once and use them from any AI agent.
String Utility Belt
MCP server exposing String Utility Belt's utilities and pipelines as tools for AI agents.
SVG to Video
Convert animated SVG code/files to video (MP4/WebM) or image (GIF/aPNG) with in-band delivery.
PostgreSQL (hardened, read-only)
Read-only PostgreSQL over MCP. Writes refused at the parsed SQL, plus a READ ONLY transaction.
DEEPBOM
Browser-local and CLI static evidence for deployed AI model artifacts.
dev.dnsdoctor/dns-doctor
Scan, fix, verify and monitor DNS: SPF, DMARC, DKIM, propagation, health, expiry. Validated fixes.
io.github.JoblessJoe/local-llm-worker
Local LLM does Claude's bulk work: reads logs and files, researches the web, writes test-gated code.
io.github.MadeOnSol/madeonsol
Solana KOL trading intelligence & deployer analytics via x402 micropayments or API key.
io.github.Panelica/panelica-mcp
Manage a Panelica hosting panel in plain English - 404 scoped, HMAC-signed tools.
VitaminMCP
Test Minecraft plugins end to end: drive a real Paper server and real protocol bots.
com.ffmpeg-micro/mcp-server
MCP server for the FFmpeg Micro video transcoding API — create, monitor, download transcodes.
com.mambabuilt/mcp-meta-ad-library-monitor
Find a company active Facebook and Instagram ads through the Meta Ad Library API.
com.scrapeunblocker/scrapeunblocker-mcp
Fetch any web page's HTML or AI-parsed JSON, or run 100+ site plugins, via ScrapeUnblocker.
Edgegap
Deploy and operate multiplayer game servers on Edgegap's global edge network.
Homespun
Deploy a multi-user web app from your agent: hosting, auth, database, and permissions.
io.github.JonasFuchss/x402-trust-mcp
Discover x402 endpoints and check their trust score before your agent pays them.
io.github.Jubstaaa/standup-mr
Standup notes from merge request state, with the failed job's error lines.
Provar MCP Server
Provar MCP: AI-powered Salesforce test automation. Generate, validate, migrate, and run tests.
Runtime Cloud
Linux microVM sandboxes for AI agents: run commands, files, processes, pause and wake.
UNESCO UIS Education Statistics MCP
UNESCO UIS statistics (education, science, culture) with full provenance and fixed releases.
AIMentionTracker
How often ChatGPT, Claude, Gemini and Perplexity name and cite your brand, with the evidence.
One email a week. Generated from the same health data as this site.