Deployment & DevOps MCP 服务器

Multipass

Transforms any Python library or code into a robust, scalable, and production-ready API with automatic service discovery.

Headless Terminal

Enables AI assistants to programmatically control and interact with terminal applications through a Model Context Protocol server.

Adversary

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

Full Stack Developer

Automates the rapid generation of high-quality Next.js applications using AI-driven context engineering and a structured development methodology.

MySQL

Provides full access and administration capabilities for MySQL and MariaDB databases via an AI-guided Model Context Protocol (MCP) server.

Ambari API

Integrates with Apache Ambari to provide comprehensive management of Hadoop clusters, encompassing service operations, configuration, and monitoring.

Xray

Integrates the powerful xray vulnerability scanner into ModelScope's Model Context Protocol for comprehensive security assessments.

Home Assistant

Integrates Home Assistant with AI agents and other applications via Model Context Protocol (MCP) or a standalone HTTP REST API.

Ara Records

Integrates the Ara Records API to provide comprehensive Ansible playbook execution monitoring and analysis capabilities through Claude Code.

Task Relay

Exposes a production-ready Model Context Protocol server, offering a sophisticated scheduler and executor workflow for autonomous agents.

AWS Gateway

Provides a secure, unified Model Context Protocol (MCP) gateway to democratize AI agent access to AWS resources.

Redshift

Provides secure, read-only access to Amazon Redshift data warehouses for AI assistants and LLMs.

AI Agent

Orchestrates an AI agent with MCP integration, managing products and orders through a FastAPI interface.

VTP

Enables AI coding agents to deploy and manage personal applications seamlessly.

Private DuckDB Server

Provides authenticated SQL query access to private geospatial datasets stored in S3 using DuckDB.

JumpServer CLI Bridge

Provides a CLI-first, MFA-compatible, and audit-preserving bridge to JumpServer assets over port 443, enabling coding agents like Codex and Claude to interact without relying on GUI workflows or default port 2222.

SSH

Enables AI assistants to securely connect to remote machines, execute commands, transfer files via SFTP, and manage interactive shell sessions over SSH.

Atlas

Orchestrates universal multi-agent systems, providing an infrastructure layer for interoperability, auditability, and production readiness for autonomous AI agents.

Arcane

Provides an MCP server interface for the Arcane Docker management API.

Claude SecOps Guard

Enforces security policies, automates operational tasks, and manages VPS environments for Claude Code interactions.