Deployment & DevOps MCP 服务器

Cloudflare

3,468

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

Grafana

2,428

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

AWS

8,276

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

Higress

7,588

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

Supergateway

2,453

Exposes MCP stdio-based servers over SSE or WebSockets, enabling remote access and integration.

Sourcebot

3,109

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

Dev Container CLI

2,499

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

Pezzo

3,192

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

Serge

5,746

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

Xiaozhi ESP32

8,697

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

Container Use

3,574

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

Bifrost

2,605

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

OpenMetadata

8,793

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

UltraRAG

5,333

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

Claude-Flow

14,997

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

Trigger.dev

13,884

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

ContextForge Gateway

3,341

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

Fullstack Dev Skills Plugin

3,810

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

Kubefwd

4,052

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

Ruflo

15,621

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