Deployment & DevOps MCP Servers

GitLab

559

Enables programmatic interaction with GitLab repositories and resources via a Model Context Protocol server.

Bifrost

552

Provides a high-performance, resilient AI gateway for connecting to multiple large language model providers through a single, unified API.

Osv-Scalibr

491

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

PmHub

449

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

Smithery CLI

396

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

Kubernetes

389

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

Docker

387

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

Cloud Run

368

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

Openapi Mcp Generator

365

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

N8n Workflow Builder

356

Provides an MCP server for programmatically managing n8n workflows.

Flux Operator

355

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

AI Tools for Devs

347

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

K8s Go

344

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

FedRAMP Automation

343

Automates the creation and validation of FedRAMP Security Authorization Packages using NIST's OSCAL standard.

Tfmcp

342

Enables AI assistants to manage and operate Terraform environments through the Model Context Protocol (MCP).

Vercel Adapter

341

Provides an adapter for the Model Context Protocol (MCP), enabling real-time communication between web applications and AI models on frameworks like Next.js.

Router

332

Manage Model Context Protocol servers with ease.

Dify Plugin Daemon

318

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

Azure DevOps

293

Enables AI assistants to securely interact with Azure DevOps through a standardized protocol.

EdgeOne Pages

285

Deploys HTML content to EdgeOne Pages and provides a publicly accessible URL.