This is a continuously updated curated list of MCP servers, covering multiple categories such as browser control, art and culture, cloud platforms, command - line, communication, customer data platforms, databases, developer tools, data science tools, file systems, finance and fintech, games, knowledge and memory, location services, marketing, monitoring, search, and utilities. Each project comes with a GitHub link and the number of stars, making it easy for users to quickly understand and use.

The DevOps AI Toolkit is an AI-based platform engineering and DevOps automation tool that provides functions such as resource deployment recommendations, problem repair, project governance, and a shared prompt library for teams through intelligent Kubernetes operations and conversational workflows, enabling complex cloud-native operations to be achieved through natural language interaction.

n8n is a workflow automation platform for technical teams, combining code flexibility and no - code speed, offering over 400 integrations, native AI capabilities, and fair - code licensing, supporting self - hosting or cloud deployment.

The Awesome MCP Registry is a high - quality, structured list of MCP servers, containing over 63 MCP servers covering multiple domains such as browser automation, cloud platforms, databases, and developer tools. The project generates README.md, npm packages, and packages - list.json through JSON configuration files, and can be used as a database for MCP servers and packages to build your own MCP projects and hosting sites.

The Firefly MCP server is a TypeScript - based service used to seamlessly integrate with the Firefly platform to achieve discovery, management, and coding of cloud and SaaS resources.

This project is a list of MCP servers, covering multiple fields such as browser automation, tool integration, system automation, AI services, search, commands, workflow automation, social media, communication, customer data platforms, databases, knowledge storage, development tools, file systems, cloud storage, finance, location services, monitoring, research data, security, travel, data visualization, notes, marketing, identity, etc.

The GCP MCP Server is a standardized AI assistant interface for querying and managing Google Cloud Platform resources

The Kernel MCP Server is an open - source server based on the Model Context Protocol (MCP), providing AI assistants with secure access to Kernel platform tools and browser automation capabilities. It supports cloud application deployment, headless browser control, document search, etc., and uses OAuth 2.0 authentication to ensure security.

The Alibaba Cloud Supabase MCP Server project connects Supabase projects with AI assistants through the Model Context Protocol standard, providing tools such as project management and database querying, and supporting the deployment and operation of Supabase services on the Alibaba Cloud platform.

GCP MCP is a service protocol that allows AI assistants to manage Google Cloud Platform resources through natural language interaction

The Sauce Labs MCP Server is a model context protocol server fully integrated with the Sauce Labs testing platform, supporting AI assistants to manage the device cloud, test tasks, build analysis, and monitor the test infrastructure through natural language interaction.

Letta MCP Server Railway Edition is an MCP server with HTTP transmission optimized for cloud deployment. It allows AI clients to seamlessly connect to Letta.ai's powerful state agent, supports one-click deployment to the Railway platform, and provides more than 20 tools for agent management, conversation, memory management, and monitoring.

Awesome MCP Servers is a curated list of Model Context Protocol (MCP) servers, covering multiple fields such as browser automation, art and culture, cloud platforms, command - line tools, communication, customer data platforms, databases, developer tools, file systems, finance and fintech, games, knowledge and memory, location services, marketing, monitoring, search, security, travel and transportation, version control, and other tools and integrations.

A modern iOS automation server based on FastMCP 2.0 and clean architecture, featuring modular design, cross - platform readiness, and cloud deployment capabilities.

This is a curated list of Awesome Model Context Protocol (MCP) Servers, which contains detailed classifications and descriptions of various MCP servers, frameworks, tools, and resources. MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized servers. The list covers MCP server implementations in multiple fields, including browser automation, cloud platforms, databases, developer tools, fintech, gaming, and security.

An MCP server project that allows users to deploy Python scripts to the Modal platform and provides convenient cloud-based script running services.

The Hyperbolic GPU MCP server is a Node.js - based tool that allows users to manage and rent GPU resources on the Hyperbolic cloud platform via an API, including functions such as viewing available GPUs, renting instances, SSH connection, and running GPU workloads.

Implementation of the MCP server for the Tembo cloud platform

Aiven's MCP server provides AI models with the ability to access data services in the Aiven ecosystem

List of MCP server hosting services provided by Phala Cloud Platform

Baidu Smart Cloud Xiling Digital Human Open Platform provides 13 API interfaces based on the MCP protocol, supporting functions such as digital human video generation and voice cloning, and is compatible with various MCP proxy assistants for quick access.

Awesome MCP Servers is a curated list of Model Context Protocol (MCP) servers that cover a variety of tools and integrations, including browser automation, art and culture, cloud platforms, command - line, communication, customer data platforms, databases, developer tools, file systems, fintech, knowledge and memory, location services, monitoring, search, security, travel and transportation, version control, etc. MCP is an open protocol that enables AI models to securely interact with local and remote resources through standardized servers.

An example of a stateless MCP server based on the Hono framework, supporting Streamable HTTP and deployable to platforms such as Cloudflare Workers.

The Terraform Cloud MCP Server is an AI assistant integrated service for managing infrastructure through natural language conversations, supporting multiple MCP-compatible platforms.

Awesome MCP Servers is a curated list of Model Context Protocol (MCP) servers that covers MCP server implementations in multiple fields, including databases, cloud platforms, developer tools, fintech, gaming, and security.

The Cloudera ML Model Control Protocol (MCP) is a Python toolkit that provides functions for integrating with the Cloudera Machine Learning platform, including services such as file management, job scheduling, model management, and experiment tracking.

Genesys Cloud's MCP Server, a model context protocol service for the platform API.

This project demonstrates how to build a remote MCP server on Cloudflare Workers and implement the OAuth login function. It supports the full process of local development and debugging, connection testing through the MCP Inspector, integration with the Claude desktop application, and final deployment to the Cloudflare platform.

eShopLite is a lightweight .NET-based eCommerce platform that offers features such as semantic search, cloud platform integration, and intelligent inference models to help developers quickly build and scale online stores.

This is a comprehensive collection of Model Context Protocol (MCP) servers, covering multiple categories such as AI services, art and culture, browser automation, cloud platforms, cloud storage, command lines, communication, customer data platforms, data science tools, databases, developer tools, file systems, finance, games, knowledge and memory, location services, marketing, monitoring, notes, other tools and integrations, research and data, search, security, social media, system automation, travel and transportation, version control, and workflow automation.

List of MCP server hosting services provided by the Phala Cloud platform

Build a technical documentation sharing platform using the Hexo framework and publish it to Cloudflare Pages, including sharing multiple technical articles.

The Clever Cloud documentation MCP demonstration server based on FastMCP

This is an MCP server project based on the OpenAPI specification, used for the automated service generation of the Google GKE Hub API, supporting multiple transmission modes and development toolchains.

A simple demonstration server based on the Model Context Protocol (MCP), using stdio as the transport method, supporting the Clever Cloud platform.

MCP-Server-TESS is a server project based on the MCP protocol, used to integrate with the TESS API, providing functions such as agent management, file operations, and message processing, supporting local deployment and installation on the Smithery.ai cloud platform.

The PostCrawl MCP Server is a Model Context Protocol service based on Cloudflare Workers, providing access to the PostCrawl API for searching and extracting content from social media platforms (especially Reddit).

An MCP server project that allows users to deploy Python scripts to the Modal platform, providing convenient cloud - based script running services.

The ARC MCP Server is an innovative platform that provides tools such as document assistance, API integration, project generation, and deployment support through the seamless integration of AI models and the ARC enterprise application framework, accelerating the development of enterprise-level cloud-native applications.

A KQL query server based on the Microsoft cloud platform that supports executing Azure Data Explorer queries through Azure CLI authentication.