Deployment & DevOps MCP 서버

Trigger.dev

12,609

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

Claude-Flow

8,997

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

OpenMetadata

7,748

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

Xiaozhi ESP32

7,108

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

AWS

6,763

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

Higress

6,616

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

AI Companion App

5,898

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

3,161

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

3,022

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

ContextForge Gateway

2,677

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

Sourcebot

2,670

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

Dev Container CLI

2,161

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

Supergateway

2,149

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

Mcp Proxy

1,882

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

Unla

1,834

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

UltraRAG

1,735

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

Grafana

1,722

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

Installer

1,447

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