Deployment & DevOps MCPサーバー

Algorand

Provides a comprehensive suite of over 50 tools for interacting with the Algorand blockchain via AI assistants and a native macOS Raycast extension.

OpenAccess

Provides secure, policy-driven access to remote systems for SSH, SFTP, rsync, tunneling, VPNs, and RDP operations.

Homebrew

Enables natural language interaction with Homebrew package manager.

Python Code Review

Performs comprehensive code quality and security analysis for Python backend development, delivering consistent and actionable reporting.

Jenkins Api

Provides common operation interfaces for Jenkins jobs through a Spring AI-based MCP Server.

Hapi CLI

Manages Model Context Protocol servers without shadow code through a command-line interface.

memU

Enables AI applications to access advanced memory management features through the Model Context Protocol.

Linux Administration SSH OpenWebUI

Administer Linux virtual machines directly from OpenWebUI, providing SSH control with built-in safety for potentially destructive commands.

Uptime Agent

Connects Uptime Agent monitoring systems to AI assistants like Claude using the Model Context Protocol (MCP).

MiniMind

Deploys the MiniMind Large Language Model as an all-in-one Docker solution, offering a web UI, an OpenAI-compatible API, and Model Context Protocol (MCP) support.

Adversary

Provides enterprise-grade security analysis with dynamic rule management and hot-reload capabilities.

Automox

Facilitates AI assistant interaction with Automox for managing devices, policies, and user accounts through high-level workflows.

S3

Provides access to AWS S3 functionality through Model Context Protocol (MCP) compatible tools.

NPM Scripts Executor

Exposes project `package.json` scripts as callable tools for AI agents via a Model Context Protocol server.

Remote Server Kubernetes

Provides remote management of Kubernetes clusters via the Model Context Protocol (MCP), enabling natural language control for AI platforms and applications.

Docker

Enables AI assistants to manage Docker containers, view logs, monitor resources, and troubleshoot issues without requiring manual Docker commands.

Atlas

Connects AI assistants with Ariga Atlas to manage database migrations and schema operations.

Hi-GCloud

Facilitates comprehensive Google Cloud Platform operations by querying logs, monitoring services, and debugging deployments through the gcloud CLI.

Aoirint

Monitors the status of Minecraft Bedrock and Java servers via a headless setup with an HTTP JSON API.

Model Compute Paradigm

Dynamically routes AI tasks like chat, summarization, and sentiment analysis to appropriate models using intelligent, LLM-powered routing within a lightweight, production-ready FastAPI backend.