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.

Awesome MCP Servers is a comprehensive collection of Model Context Protocol (MCP) servers, covering 7,158 MCP servers divided into 33 categories, including AI integration, art and media, browser automation, cloud services, databases, developer tools, file systems, finance, gaming, hardware, healthcare, infrastructure, knowledge management, location maps, marketing, monitoring, multimedia processing, operating systems, project management, scientific research, security, social media, travel and transportation, utilities, and version control, etc.

The arXiv MCP Server is a service based on the Model Context Protocol (MCP) that allows users to interact with the arXiv API using natural language, enabling functions such as retrieving academic article metadata, downloading PDF files, searching the database, and loading articles into the context of a large - language model (LLM).

Artemis MCP is a cryptocurrency data analysis tool that provides API connection, data acquisition, and formula generation functions.

The Wikipedia MCP Server is a tool that provides Wikipedia information query services for large language models. It enables real - time data access through a standardized protocol interface and includes functions such as searching, article retrieval, and summary generation.

Morningstar MCP Server provides Morningstar data point and article tools for obtaining financial data and research analysis, and requires authentication for use.

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.

This is an MCP server project based on the note.com API, allowing access to note.com functions via Claude Desktop, including article search, user information retrieval, article publishing, comment management, etc. It supports both authenticated and non - authenticated modes, providing rich API tools and data analysis functions.

Artemis MCP is a cryptocurrency data analysis tool that provides API connection verification, data acquisition, and formula generation functions, supporting Python 3.11+ and the uv environment.

Croft is an MCP server toolkit specifically designed for local Laravel development. It provides a variety of development assistance functions through Artisan commands, such as getting screenshot URLs, reading logs, and viewing database structures. It supports extension with custom tools.

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.

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.

The DevOps MCP Server is a server based on FastMCP, providing integration services for DevOps tools such as GitHub, Jenkins, and Artifactory, and supporting read - only data access and analysis.

The HUDU MCP Server is a model context protocol server integrated with the HUDU technical documentation and customer information management system, allowing large language models to obtain customer account information, knowledge base articles, asset data, etc. through API interaction.

The Shopify MCP server is a tool that interacts with Shopify store data via the GraphQL API. It provides management functions for products, customers, orders, blogs, and articles, supporting operations such as searching, creating, and updating. It is designed specifically for optimization with AI language models.

The Artsy Analytics MCP Server provides art partner data analysis services for Claude Desktop, including core analysis, content performance, and audience insights functions.

A self - learning knowledge base about the Swiss labor market and the impact of artificial intelligence, providing functions such as data collection, semantic search, impact analysis, and MCP server integration.

The Model Context Protocol (MCP) is an open - source protocol that provides a standardized method for large language models to connect to external data sources and tools. It supports functions such as resources, prompts, tools, and sampling. This article focuses on how to develop and use MCP tool services.