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AI tool plugins: DevOps and cloud

Our pass of counted 860 plugins in the category DevOps and cloud, in 900 listings. 6 appeared in the last 7 days and 0 left in the last 30. The leader by Stars (GitHub) is Scrapling MCP Server, with 87k.

The most popular

Ranked by Stars (GitHub), the figure this marketplace publishes. Figures of different marketplaces are never added up.

  1. Scrapling MCP Server

    Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

    by D4Vinci · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 86 817

  2. Zen

    Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.

    by BeehiveInnovations · MCP server · Docker MCP Catalog

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 11 776

  3. mcp com.cloudflare.mcp/mcp

    Cloudflare MCP servers

    by mcp.cloudflare.com · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 4 367

  4. kubefwd io.github.txn2/kubefwd

    Kubernetes port forwarding for local development with automatic /etc/hosts entries.

    by txn2 · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 4 176

  5. Radar Kubernetes MCP Server

    Kubernetes MCP server for diagnosis, resource management, GitOps, and RBAC-enforced operations.

    by skyhook-io · MCP server · Official MCP Registry

    GitHub stars: 3 732

  6. cloudflare

    Skills for the Cloudflare developer platform: Workers, Durable Objects, Agents SDK, MCP servers, Wrangler CLI, and web performance.

    by cloudflare · Plugin bundle · marketplaces: 3

    Works with: Claude Code

    GitHub stars: 3 036

  7. Omnara

    Deploy durable AI agents with Omnara, an open-source managed-agent platform.

    by omnara.com · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 2 906

  8. Perplexity

    Connector for Perplexity API, to enable real-time, web-wide research.

    by perplexityai · MCP server · Docker MCP Catalog

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 2 557

  9. kubernetes-mcp-server io.github.containers/kubernetes-mcp-server

    A Model Context Protocol (MCP) server for Kubernetes and OpenShift

    by containers · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 2 153

  10. Azure DevOps (ADO)

    The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

    by PremierInc · MCP server · Official MCP Registry

    GitHub stars: 2 055

  11. TerraVision

    Draw cloud architecture diagrams with official AWS, Azure and GCP icons from a prompt or Terraform.

    by patrickchugh · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 1 648

  12. Kubernetes

    Connect to a Kubernetes cluster and manage it.

    by Flux159 · MCP server · Docker MCP Catalog

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 1 597

  13. Terraform

    Generate more accurate Terraform and automate workflows for HCP Terraform and Terraform Enterprise

    by hashicorp · MCP server · marketplaces: 3

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 1 546

  14. Private Web Search

    Community-maintained server for DuckDuckGo search. Not published by or affiliated with DuckDuckGo.

    by nickclyde · MCP server · Docker MCP Catalog

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 1 527

  15. piomin-spring-boot-template

    This plugin transforms Claude Code into a specialized Spring Boot development environment by providing: 1. Domain-specific agents - Expert personas for different aspects of…

    by piomin · Plugin bundle · Claude

    Works with: Claude Code

    GitHub stars: 1 302

  16. open-ontologies

    AI-native ontology engineering with 39 MCP tools backed by an in-memory Oxigraph triple store. Build, validate, query, and govern RDF/OWL ontologies using a…

    by fabio-rovai · Plugin bundle · Claude

    Works with: Claude Code

    GitHub stars: 1 034

  17. Kubectl

    MCP Server that enables AI assistants to interact with Kubernetes clusters via kubectl operations.

    by rohitg00 · MCP server · Docker MCP Catalog

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 962

  18. next-devtools-mcp io.github.vercel/next-devtools-mcp

    Next.js development tools MCP server with stdio transport

    by vercel · MCP server · Official MCP Registry

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 826

  19. godot-prompter

    Agentic skills framework for Godot 4.x game development — 41 domain-specific skills that give AI coding agents deep expertise in GDScript and C#. Covers the full development…

    by jame581 · Plugin bundle · Claude

    Works with: Claude Code

    GitHub stars: 808

  20. Hyperbrowser

    A MCP server implementation for hyperbrowser.

    by hyperbrowserai · MCP server · Docker MCP Catalog

    Works with: Claude Code, Codex, Cursor, VS Code, Copilot CLI

    GitHub stars: 789

New in the last 30 days

  1. AIdata

    Google Analytics, Search Console, Ads, CRM, Cloudflare and more for your sites, from your own AI.

    by aidata.stream · MCP server · Official MCP Registry

  2. PreviewSend

    Deploy a built website from your coding agent and share one client review link.

    by previewsend.com · MCP server · Official MCP Registry

  3. foundry-iq-skills

    Create and retrieve from a Foundry IQ knowledge base using File, Azure Blob, or ADLS Gen2, then connect an existing Prompt or Hosted Agent.

    by Microsoft · Plugin bundle

  4. azure-local-skills

    Azure Local skills covering standard deployments (Azure Stack HCI, 1-16 node hyperconverged, rack-aware clusters) and multi-rack (rack scale) deployments built on Network Fabric…

    by Microsoft · Plugin bundle

  5. azure-cost

    Azure cost analysis, estimation, optimization, and governance workflows backed by Azure Resource Manager MCP.

    by Microsoft · Plugin bundle

What these plugins usually run and ask for

Run on a remote server
40% Share of plugins with a remote endpoint: the AI tool talks to a server on the internet.
Run on your machine
52% Share of plugins the AI tool starts locally, as a package or a local command.
Median secrets asked for
0.0 Half of the plugins here ask for this many secret settings (API keys, tokens) or fewer, as their marketplaces declare them.
Median tools declared
8.0 Over the 91 plugins whose marketplace lists their tools.
Bundles with hooks
24% Share of plugin bundles that run shell hooks on events of the AI tool.

Counted over the live plugins of this page. Shares and medians are stated only for groups of at least 20 plugins; they describe declarations, not a security review.

Where they are published

How many of these plugins each marketplace lists. One plugin can be on several of them, so the lines do not add up to the total.

Rows come from our latest passes over the marketplaces. A plugin listed on several marketplaces is one row, with the figure of the marketplace the list is ranked by. GitHub figures rank a plugin only when its repository holds no other plugin we track; the figure of a shared repository is shown as the whole repository's and does not rank.

All AI tool plugins · AI tool plugin statistics

Data comes from the public marketplace file https://github.com/github/awesome-copilot/blob/HEAD/.github/plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-official/blob/HEAD/.claude-plugin/marketplace.json. Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the public marketplace file https://github.com/github/copilot-plugins/blob/HEAD/.github/plugin/marketplace.json. Data comes from the public marketplace file https://github.com/cursor/plugins/blob/HEAD/.cursor-plugin/marketplace.json. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/anthropics/knowledge-work-plugins/blob/HEAD/.claude-plugin/marketplace.json. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the public marketplace file https://github.com/openai/plugins/blob/HEAD/.agents/plugins/marketplace.json. . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built