Deployment & DevOps MCP Servers

Cloudflare

3,363

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

Mcp Proxy

2,226

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

Grafana

2,224

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

AWS

8,038

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

Higress

7,443

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

Supergateway

2,407

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

Sourcebot

3,057

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

Dev Container CLI

2,439

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

Pezzo

3,185

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

Serge

5,752

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

Unla

2,024

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

Xiaozhi ESP32

8,530

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

Container Use

3,519

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

Bifrost

2,048

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

OpenMetadata

8,608

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

UltraRAG

5,048

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

Claude-Flow

13,604

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

Trigger.dev

13,541

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

ContextForge Gateway

3,227

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

Kubefwd

4,032

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