Deployment & DevOps MCP Servers

Hyper

834

Serves as a fast, secure server for WebAssembly plugins, enabling AI capabilities and extensibility for various applications.

Yokai

816

Simplifies building backend applications in Go with modularity and observability.

Runno

755

Provides a secure, sandboxed runtime environment for various programming languages and WASI binaries across browsers, servers, and JavaScript runtimes.

Kubectl

753

Enables AI assistants to interact with Kubernetes clusters through natural language via the Model Context Protocol (MCP).

K8M

753

Simplifies Kubernetes cluster management with an AI-powered, lightweight dashboard featuring multi-cluster support and intelligent analysis.

Protolint

668

Enforces Protocol Buffer style and conventions through linting and automated fixes.

Docker

667

Manage Docker containers using natural language commands.

Osv-Scalibr

557

Analyzes software composition to extract inventory data, detect vulnerabilities, and generate SBOMs.

PmHub

515

Facilitates rapid mastery of microservice and distributed project architecture design and development processes.

Cloud Run

512

Enables MCP-compatible AI agents to deploy applications to Cloud Run.

Openapi Mcp Generator

501

Generates Model Context Protocol (MCP) servers from OpenAPI specifications, enabling AI agents to interact with existing REST APIs.

Smithery CLI

467

Installs and manages Model Context Protocol (MCP) servers, remaining client-agnostic.

N8n Workflow Builder

462

Provides an MCP server for programmatically managing n8n workflows.

Flux Operator

446

Manages the lifecycle of Flux CD on Kubernetes, extending it with self-service capabilities and preview environments.

Docker

443

Manage Docker containers and compose stacks through natural language with Claude AI.

Dify Plugin Daemon

391

Manages the lifecycle of plugins for the Dify API server, supporting local, debug, and serverless runtimes.

Kubernetes

389

Implements a Model Context Protocol (MCP) server for Kubernetes and OpenShift, enabling seamless interaction and management of Kubernetes resources.

Lunar

383

Manage, govern, and optimize third-party API consumption across applications and AI agent workloads at scale.

AI Tools for Devs

374

Enables agentic AI workflows for developers using Docker containers and Markdown prompts.

K8s Go

368

Connects to Kubernetes, providing a Model Context Protocol (MCP) server for interacting with Kubernetes resources.