MCP servers

Speckle

bimgeek/speckle-mcp

9

Speckle MCP Server is a bridge connecting the Speckle API with client applications, providing tools for interacting with project, model and object data.

MCP Lambda Sam

markvp/mcp-lambda-sam

9

This project provides a serverless implementation of the Model Context Protocol, with two distinct interfaces.

Sakura Cloud

hidenorigoto/sacloud-mcp

8

The Model Context Protocol (MCP) is a standardized communication protocol that enables AI applications to securely interact with external systems and data sources. It follows a client-server architecture where LLM applications initiate connections to servers that expose resources and tools.

Alibaba Cloud Observability

aliyun/alibabacloud-observability-mcp-server

8

A Go implementation of the Alibaba Cloud Observability MCP Server, providing AI models with structured data access to Alibaba Cloud Log Service (SLS) and CloudMonitor (CMS). Built on the Model Context Protocol, it integrates seamlessly with AI tools such as Cursor, Kiro, Cline, and Windsurf.

MCP One

MCPHubCloud/mcp-one

8

A unified All-in-One entrance for mcpservers, which manages various types of rated mcpservers.

MCP Server AWS Resources Python

baryhuang/mcp-server-aws-resources-python

7

A Model Context Protocol (MCP) server implementation that provides running generated python code to query any AWS resources through boto3.

Containerinc MCP

f-inc/containerinc-mcp

7

Container Inc.'s MCP server deployment tool

Tailor MCP

tailor-platform/tailor-mcp

7

Tailor Platform is a headless ERP platform that provides low-code development and composable application building capabilities, enabling business application configuration and management through an MCP server and GraphQL interface.

PolarDB

aliyun/alibabacloud-polardb-mcp-server

7

Alibaba Cloud PolarDB is a cloud-native relational database service that decouples computing resources from storage resources and uses integrated software and hardware to provide secure and reliable services with high performance, auto scaling capabilities within seconds, and a large storage capacity.

MCP Server Cloudflare

GutMutCode/mcp-server-cloudflare

7

Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems. In this repository, we provide an installer as well as an MCP Server for Cloudflare's API.

MCP Hetzner

dkruyt/mcp-hetzner

7

A Model Context Protocol (MCP) server for interacting with the Hetzner Cloud API. This server allows language models to manage Hetzner Cloud resources through structured functions.

mkp

StacklokLabs/mkp

7

MKP is a Model Context Protocol (MCP) server for Kubernetes that allows LLM-powered applications to interact with Kubernetes clusters. It provides tools for listing and applying Kubernetes resources through the MCP protocol.

Claude Kubernetes MCP Server

Blankcut/kubernetes-mcp-server

6

A Model Context Protocol (MCP) server for Kubernetes cluster management with ArgoCD and GitLab integration. This repository contains the Claude Kubernetes MCP (Model Context Protocol) server, built in Go. The server integrates with ArgoCD, GitLab, Claude AI, and Kubernetes to enable advanced control and automation of Kubernetes environments.

Aiven

aiven-open/mcp-aiven

6

A Model Context Protocol (MCP) server for the Aiven cloud data platform.

Coolify MCP Server

wrediam/coolify-mcp-server

6

A Model Context Protocol (MCP) server providing full coverage of the Coolify v4.3.1 REST API. Manage applications, databases, services, servers, deployments, and more — all from any MCP-compatible AI client.

Firefly MCP

gofireflyio/firefly-mcp

6

The Firefly MCP (Model Context Protocol) server is a TypeScript-based server that enables seamless integration with the Firefly platform. It allows you to discover, manage, and codify resources across your Cloud and SaaS accounts connected to Firefly.

Azure MCP Server

ZubeidHendricks/azure-mcp-server

6

Zubeid Hendricks is a software developer passionate about creating tools that simplify complex workflows and enhance developer productivity. This MCP Server is a result of extensive experience working with Azure DevOps and a commitment to creating flexible, powerful integration tools.

AWS Service Reference

mitchybawesome/sar-mcp

6

This MCP server provides tools to interact with the AWS Programmatic Service Reference, allowing you to.

Coolify MCP

stumason/coolify-mcp

6

Manage Coolify from Claude, Cursor, or any MCP client: 46 tools for deploying, debugging, and operating your self-hosted PaaS in plain English. Destructive operations ask a human first; secrets stay masked.

Kubernetes

abhijeetka/mcp-k8s-server

6

This is an MCP (Model Context Protocol) server for Kubernetes that provides control over Kubernetes clusters through interactions with LLMs.

Eyevinn Open Source Cloud MCP Server

EyevinnOSC/mcp-server

6

Eyevinn open-source cloud MCP server, providing database, storage and VOD processing services

K8s Pilot

bourbonkk/k8s-pilot

6

k8s_pilot is a lightweight Kubernetes multi-cluster centralized management control plane that supports multi-cluster context switching, resource CRUD operations and namespace management, and integrates with Claude AI via the MCP protocol.

Akash Network

akash-network/mcp

5

Akash MCP Server is a TypeScript implementation of a Model Context Protocol (MCP) server that connects AI agents with the Akash decentralized cloud network.

API MCP Server

hostinger/api-mcp-server

5

Model Context Protocol (MCP) server for Hostinger API.