Deployment & DevOps MCP Servers

Shell

Enables secure shell command execution for Large Language Models (LLMs).

Mysql

Provides an MCP server for interacting with MySQL databases using read-only and test-execute queries.

Git

Provides Git operations through a standardized interface for AI assistants.

Loki

Queries Grafana Loki logs using the Model Context Protocol.

Powerpipe

Connect AI assistants to infrastructure compliance data, enabling natural language exploration and analysis of cloud security posture.

GitLab Integration

Integrates with GitLab to provide RESTful API tools for managing users, projects, merge requests, and more.

Azure DevOps

Enables management of Azure DevOps projects and repository operations through an API.

Coolify

Manages Coolify deployments through AI-powered Model Context Protocol (MCP) tools and command-line interfaces.

Kube Operator

Exposes microservice APIs as MCP services within Kubernetes using a dedicated operator and sidecar.

Warden Magento

Integrates AI assistants with Warden-managed Magento 2 and other PHP development environments through the Model Context Protocol.

Zephyr

Provides a server for programmatically building and flashing Zephyr microcontroller projects.

Remote Server

Deploys a containerized Model Context Protocol server on Amazon EKS, offering a calculator tool for basic arithmetic.

Rad Security

Provides AI-powered security insights for Kubernetes and cloud environments through a Model Context Protocol server.

AX Platform

Connects autonomous agents to facilitate real-time collaboration, messaging, task handoffs, and shared context.

Delphi Build

Enables AI coding agents to compile Delphi projects programmatically, handling complex build configurations automatically.

Terminal

Empower AI agents to connect and interact with any device, protocol, or network through a unified interface.

Infomaniak

Integrate Infomaniak cloud services with AI assistants like Claude for streamlined management of domains, email, web hosting, and infrastructure.

Code Search

Perform self-hosted code search and bulk operations across all your repositories, powered by Zoekt for speed and privacy.

SearXNG

Provides a Model Context Protocol server to integrate SearXNG web search capabilities into other applications.

Axme Code

Provides Claude Code agents with persistent project memory, architectural decisions, and critical safety guardrails across all sessions.