Deployment & DevOps MCP 서버

Trigger.dev

12,628

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

Claude-Flow

9,121

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

OpenMetadata

7,768

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

Xiaozhi ESP32

7,154

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

AWS

6,782

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

Higress

6,642

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

AI Companion App

5,901

Create and host AI companions with personalized personalities and conversational memory, accessible via browser or SMS.

Serge

5,753

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

Container Use

3,171

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

Pezzo

3,125

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

Cloudflare

3,029

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

Sourcebot

2,696

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

ContextForge Gateway

2,695

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

Dev Container CLI

2,165

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

Supergateway

2,159

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

Mcp Proxy

1,892

Facilitates communication between MCP clients and servers by bridging different transport protocols like stdio and SSE.

Unla

1,840

Transforms existing API servers and services into Model Context Protocol (MCP) compliant endpoints with zero code changes.

UltraRAG

1,749

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

Grafana

1,728

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

Installer

1,448

Install other MCP servers via Claude by specifying their npm or PyPi package names or local paths.