Cloud Platforms Servers

Alibaba Cloud Observability

Official

Integrates with Alibaba Cloud's monitoring and logging services, enabling log structure queries, log searches, application monitoring, and trace data analysis for troubleshooting cloud applications

Confluent Cloud

Official

Enables natural language management of Kafka topics, connectors, and Flink SQL statements through Confluent Cloud REST APIs for streamlined data streaming operations

Provides stateless access to CodeSandbox SDK operations for creating, managing, and interacting with cloud-based development sandboxes through 13 tools covering VM lifecycle management, file system operations, and session handling with configurable tiers and hibernation settings.

Integrates with Civo cloud platform API for managing cloud infrastructure including instance lifecycle operations, network management, Kubernetes cluster orchestration, and resource discovery with built-in rate limiting.

Eyevinn Open Source Cloud

Official

EyevinnOSC's MCP server enables AI assistants to provision and manage vendor-independent cloud infrastructure for databases, storage, and media processing through an open source API.

Google Maps

Official Remote

Discover official and open-source Model Context Protocol (MCP) servers from Google. This project provides an up-to-date directory of MCP servers for Google services like Google Maps. Explore examples and resources that help you build, integrate, and extend intelligent agents using Google's ecosystem of MCP solutions—all designed to streamline context-aware app development and experimentation.

Put.io

Official

Enables AI to manage put.io file transfers by listing, adding, canceling, and retrieving browser links for downloads through a simple authentication-based interface.

Provides secure access to Azure Health Data Services FHIR servers, enabling authenticated retrieval and search of healthcare resources across 70+ resource types for medical applications requiring standards-compliant patient data access.

Integrates with Google Cloud Platform services, providing tools for interacting with Compute Engine, Cloud Storage, Cloud Functions, Cloud Run, BigQuery, and more using official client libraries and robust error handling.

Integrates with Superjolt's deployment platform to manage JavaScript applications, handle machine operations, configure environment variables, set up custom domains, and monitor logs through conversational commands.

Argo CD

Official

Integrates with Argo CD to enable natural language management of Kubernetes GitOps applications, resources, and deployments without switching context from your assistant.

Integrates with Google Cloud services to provide direct access to Logging, Spanner, and Monitoring resources within conversations through authenticated connections.

Alibaba Cloud

Official

Provides a bridge to Alibaba Cloud services for managing ECS instances, viewing resources, monitoring metrics, and configuring VPC networks through natural language commands

Deployment-related tooling for Render.com.

Integrates with OpenDAL to provide unified access to diverse storage backends, enabling LLMs to read from and write to various storage systems for data management tasks.

Provides secure SQL query execution across MySQL, PostgreSQL, and SQLite databases with granular permission controls, transaction-based operations, and configurable write access for production environments.

Integrates with Linode's cloud infrastructure API to manage compute instances, volumes, networking, domains, databases, Kubernetes clusters, and support operations across 19 tool categories with over 100 individual operations.

Google Cloud Compute Engine

Official Remote

Discover official and open-source Model Context Protocol (MCP) servers from Google. This project provides an up-to-date directory of MCP servers for Google services like Compute Engine. Explore examples and resources that help you build, integrate, and extend intelligent agents using Google's ecosystem of MCP solutions—all designed to streamline context-aware app development and experimentation.

Sauce Labs

Official

Basic functionality of the Sauce Labs API, allowing you to query data, analyze test results, and get help with platform usage and debugging!

Google Cloud

Official

Make AI assistants smarter by letting them manage Google Cloud with simple language. The gcloud MCP server transforms complex cloud tasks into clear natural language requests, automates workflows, and opens up Google Cloud tools to everyone—no expert skills needed. Use specialized servers for gcloud, Observability APIs, and Cloud Storage, each offering tailored commands for project management, monitoring operations, and working with cloud data. Built for flexibility, this project lowers barriers for teams, encourages safer operations, and helps users manage the cloud more confidently and efficiently. Contributions and feedback are always welcome!

Tencent CloudBase

Official

Enables AI systems to deploy, monitor, and manage full-stack applications on Tencent CloudBase through tools for cloud environments, databases, functions, hosting services, and storage resources.