Deployment & DevOps MCP 服务器

Modal Deployer

Deploys Python scripts to Modal.com from within Claude.

Resource Hub

Proxies communication between a local MCP environment and a central Resource Hub for configuration and management.

RocketMQ

Manages RocketMQ configurations and interactions through a dedicated server.

Azure DevOps Bridge

Integrates with Azure DevOps to manage work items, wiki documentation, sprint planning, and handle attachments and discussions.

SonarCloud

Provides a server for fetching SonarCloud issues related to pull requests, enabling automated code quality checks.

Flashduty Server

Integrates with Flashduty APIs to provide advanced incident management and automation capabilities via the Model Context Protocol (MCP).

Aeron Cache

Provides a low-latency, clustered key-value store with HTTP and WebSocket interfaces, designed for cloud-native deployment.

KubeView

Provides a read-only Model Context Protocol (MCP) server for AI-powered introspection of Kubernetes, Helm, and Argo environments.

SpamAssassin

Provides comprehensive email security analysis capabilities to Claude Code through a secure, containerized Model Context Protocol server.

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.

Docker

Exposes Docker functionality to AI assistants like Claude, enabling management of containers, images, networks, and volumes through a type-safe API.

Adversarial Security Agents

Automates red team vs. blue team AI competitions to discover and patch vulnerabilities in open-source ecosystems using LLM-driven agents.

LangChain Agent

Exposes LangChain agent capabilities as a production-ready server via the Model Context Protocol.

Zabbix

Provides programmable access to Zabbix monitoring data and management features for automation, integrations, and AI-assisted workflows.

Ha

Connects AI assistants to Home Assistant, enabling comprehensive smart home control and automation management through a Model Context Protocol (MCP) server.

TalkOps

Provides a suite of Model Context Protocol (MCP) servers to enable AI assistants and automation to interact with modern DevOps tools and infrastructure.

LLM Router

Aggregates multiple Large Language Model providers behind a single endpoint, handling routing, protocol translation, and load balancing.

AEGIS OS

Provides a security-first execution platform for AI agents, enforcing 12 robust security layers and supporting 5 different AI backends.

Rune

Orchestrates multi-agent engineering workflows for Claude Code, focusing on specification compliance and high-quality software development.

Graft

Unify API exposure by defining tools once and making them accessible as both HTTP endpoints and Model Context Protocol (MCP) tools.