Deployment & DevOps MCP 서버

Cloudflare

Manages Cloudflare resources using natural language commands via the Model Context Protocol (MCP).

Grafana

Provides a Model Context Protocol (MCP) server for accessing and interacting with Grafana instances and their surrounding ecosystem.

AWS

Bring AWS best practices directly into development workflows with a suite of specialized Model Context Protocol (MCP) servers.

Higress

Provides an AI-native API gateway for cloud-native applications, extending Envoy and Istio with Wasm plugins.

Sourcebot

Index and search code across multiple repositories and branches from various code hosting platforms.

Dev Container CLI

Create and configure development containers from devcontainer.json files, providing isolated development environments.

Pezzo

Provides an open-source, cloud-native LLMOps platform for designing, deploying, observing, and managing AI applications.

Serge

Provides a self-hosted web interface and API for interacting with large language models via llama.cpp.

Xiaozhi ESP32

Provides a backend service for ESP32 devices, enabling rapid deployment of custom intelligent control servers.

Container Use

Provides containerized development environments, enabling multiple coding agents to work safely and independently with diverse tech stacks.

Bifrost

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

OpenMetadata

Unifies metadata for data discovery, observability, and governance through a central repository, in-depth column-level lineage, and seamless team collaboration.

UltraRAG

Accelerate the development and research of complex Retrieval-Augmented Generation (RAG) systems with a low-code, modular framework.

Claude-Flow

Orchestrates intelligent multi-agent swarms and autonomous workflows to build advanced AI systems.

Trigger.dev

Facilitates building and deploying fully-managed AI agents and long-running workflows with built-in durability and observability.

ContextForge Gateway

Unifies Model Context Protocol (MCP) and REST services, providing a central management point for AI clients and federated environments.

Fullstack Dev Skills Plugin

Enhances Claude Code with a comprehensive suite of 19 specialized skills designed for full-stack development across various programming languages and frameworks.

Kubefwd

Port forwards Kubernetes services in bulk to your local machine, enabling seamless local development with in-cluster resources.

Ruflo

Orchestrates intelligent multi-agent swarms for Claude, coordinating autonomous workflows and building conversational AI systems.

Kubeshark

Captures cluster-wide network traffic for Kubernetes, offering L4 packet analysis, L7 API call dissection, and decrypted TLS using eBPF with full Kubernetes context.