Deployment & DevOps MCP Servers

Trigger.dev

12,861

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

Claude-Flow

10,179

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

OpenMetadata

8,088

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

Xiaozhi ESP32

7,706

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

AWS

7,490

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

Higress

6,956

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

Serge

5,756

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

Container Use

3,285

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

Cloudflare

3,168

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

Pezzo

3,151

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

ContextForge Gateway

2,891

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

Sourcebot

2,840

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

Supergateway

2,259

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

UltraRAG

2,237

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

Dev Container CLI

2,233

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

Mcp Proxy

2,037

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

Unla

1,928

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

Grafana

1,907

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

Mcphub

1,585

Consolidates multiple MCP servers into a single SSE endpoint for streamlined service management.

Installer

1,470

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