Deployment & DevOps MCP Servers

Hyper

835

Extends applications with AI capabilities via a fast, secure server leveraging WebAssembly plugins.

Yokai

819

Simplifies building backend applications in Go with modularity and observability.

Kubectl

783

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

K8M

767

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

Runno

759

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

Docker

671

Manage Docker containers using natural language commands.

Protolint

670

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

Osv-Scalibr

562

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

TDA Thread Dump Analyzer

533

Analyzes Java thread dumps and heap information to diagnose performance, deadlocks, and memory issues in Java applications.

Cloud Run

529

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

PmHub

523

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

Openapi Mcp Generator

511

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

Smithery CLI

482

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

N8n Workflow Builder

475

Provides an MCP server for programmatically managing n8n workflows.

Flux Operator

462

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

Docker

449

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

Vibecode

400

Enables AI assistants in Cursor, VS Code, Claude Code, or any MCP-enabled IDE to autonomously manage Home Assistant configurations, automations, dashboards, and themes using natural language.

Dify Plugin Daemon

398

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

Lunar

395

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

Kubernetes

389

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