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.

OpenDia is an open - source browser extension tool that allows AI models to directly control the user's browser, perform automated operations using existing login status, bookmarks and other data, support multiple browsers and AI models, and focus on privacy protection.

Blender MCP VXAI is a powerful integration tool that allows users to control Blender through natural language to create and modify 3D models, animations, and scenes. It simplifies complex operations and supports real-time export to projects.

Luma API MCP is a project that provides image and video generation services. Users can access it through an API key, supporting multiple aspect ratios, models, and resolution options, and can control the generation effect through reference images or video keyframes.

The DingTalk MCP Service is a DingTalk API access service based on the Model Control Protocol, providing functions such as getting tokens, department, and user information.

A Spotify integration service based on the MCP protocol that allows an AI assistant to control and interact with the user's Spotify account, enabling functions such as playback control and playlist management.

TeamSpeak MCP is a service based on the Model Context Protocol for controlling TeamSpeak servers through AI models (such as Claude), providing comprehensive channel management, user permission control, voice adjustment, and other functions.

The privateGPT MCP Server is a server implementation based on the Model Context Protocol (MCP), allowing users to seamlessly integrate with the privateGPT API through an MCP client to achieve functions such as chat, knowledge source management, and permission control.

Bishop MCP is an enterprise - level master control program that provides efficient application building, deployment, and management functions, including core functions such as build systems, deployment orchestration, and user management, and supports real - time monitoring, security protection, and multiple integration capabilities.

The Model Context Protocol (MCP) server for Cisco Modeling Labs (CML) provides tools for LLM applications such as Claude Desktop to interact with CML, supporting functions such as creating network topologies, querying status, controlling devices, and managing users.

TeamSpeak MCP is a server control tool based on the Model Context Protocol, specifically designed to allow AI models (such as Claude) to manage TeamSpeak voice servers. It provides 39 functional tools, covering all - around operations such as user management, channel control, and permission configuration. It supports multiple deployment methods (PyPI/Docker/local) to achieve automated TeamSpeak management.

A secure system that enables AI assistants to interact with blockchain smart contracts while ensuring users have full control over their private keys and transaction signatures.

EOxElements is a collection of Web components developed by EOX, focusing on geospatial user interface elements, including various components such as maps, charts, drawing tools, layer control, time control, form rendering, search filtering, etc., used to build geospatial applications.

Pandora's Shell is an MCP server project that allows AI assistants to execute terminal commands on the user's system. It should be used with caution in a controlled environment.

This is an MCP project that allows users to control the GIMP image editing software through natural language conversations, converting complex image processing operations into simple conversation instructions and supporting various image editing functions from basic adjustments to advanced special effects.

winsecMCP is a Python - based Windows security configuration automation tool that provides functions for checking and modifying security settings such as firewalls, remote desktops, and user account control through integration with the Claude client.

A fully functional, self-hosted OAuth 2.0 server designed for the modern AI era and the Model Context Protocol (MCP), supporting multiple frameworks and databases, allowing users to have full control over their own data and authentication process.

winsecMCP is a Python-based MCP server tool that, in conjunction with the Claude client, helps administrators automate the configuration of Windows security settings, including the inspection and modification of security policies such as firewalls, remote desktops, and user account control.

persistproc is a shared process layer tool designed for multi - agent development workflows. Through the MCP server and command - line tool, it allows agents and human users to view and control long - running processes (such as web servers). Its aim is to reduce copy - paste operations when coding with AI, support multi - agent collaboration, and remain tool - independent.

Supabase MCP Server is a feature - rich server that supports multiple MCP clients (such as Cursor, Windsurf, etc.) to interact securely with the Supabase database. It provides functions such as database management, SQL query execution, access to the Supabase management API, and user authentication, and has a built - in security control mechanism.

An MCP service project based on the Spotify API that allows users to control Spotify playback, search, and manage the playback queue through Claude.

FOCUS DATA MCP Server is an AI assistant service that converts natural language into SQL statements. It uses a two-step generation scheme to control LLM hallucinations and increase the trust of non-technical users in SQL results.

Vulcan File Ops is a high - performance file operation server based on the Model Context Protocol (MCP) that can transform desktop AI assistants (such as Claude Desktop, ChatGPT Desktop, etc.) into powerful development partners. It provides secure file reading and writing, batch operations, document processing, image analysis, and Shell command execution functions. It features enterprise - level security controls, dynamic directory registration, and intelligent tool filtering, allowing users to have full control over local file system access.

mcpn.ai is a tool that helps users create, organize, and share AI workflows and prompts. It is similar to a dynamic prompt library that can be shared and version - controlled across MCP tools and servers.

The Keycloak MCP server is a model context protocol service that provides a natural language interface for managing Keycloak identity and access control through REST APIs. This service supports operations such as user management, client configuration, domain management, and role - based access control.

The Eight Sleep MCP is a model context protocol server for accessing Eight Sleep Pod data, providing functions such as user information, device control, temperature adjustment, sleep data, and alarm management.

Portkey MCP Server is a service that connects Claude with the Portkey API, providing functions such as AI configuration management, workspace management, data analysis, and user access control.

The free community MCP server of OctoEverywhere provides secure and private access services to 3D printers for AI agents through the Model Context Protocol (MCP). Users can link printers, obtain access tokens, and achieve remote monitoring and control.

SoliPy is an intelligent interface project that allows users to control the SolidWorks software through natural language (Persian and English) and automatically generate VBS scripts to execute design commands.

An MCP server implementation based on Kotlin that integrates the Spotify Web API and provides functions such as playback control, playlist management, and user information retrieval.

The MCP command server is a secure system command execution service that is invoked through LLM applications (such as Claude) and provides security features such as whitelist control, user confirmation, and audit logs.

GatewayStack is an MCP server framework that provides secure authentication and user data access for LLMs such as ChatGPT. It implements user authentication, permission control, and audit tracking through OAuth/JWT, solving the third-party authentication problem in AI applications.

CNAP is an application development platform based on Spring Boot and Vue.js 3, providing core functional modules such as user management, role - permission control, and customizable menus to build a flexible and scalable system infrastructure.

This is a FiftyOne MCP server project that allows users to use natural language through AI assistants (such as ChatGPT and Claude) to explore and manage computer vision datasets. It provides functions such as dataset management, operation execution, plugin installation, and session control, exposing more than 80 built - in operators and the plugin ecosystem of FiftyOne to AI tools.

PyMCPAutoGUI is a tool that provides graphical user interface (GUI) automation capabilities for AI agents through the MCP protocol. It supports mouse and keyboard control, screenshot, window management, etc., and can be seamlessly integrated into MCP-compatible environments such as the Cursor editor.

The privateGPT MCP Server is a server implementation based on the Model Context Protocol (MCP), allowing users to interact with privateGPT through an MCP client and supporting functions such as chat, knowledge source management, and permission control.

A prototype project based on the MCP server that performs upstream authentication via an external REST endpoint, authenticates users using GitHub OAuth, and integrates Quarkus OIDC for access control.

This project implements a Model Context Protocol (MCP) server that interacts with the Frontegg API, providing functional interfaces for user management, permission control, tenant management, etc.

codemcp is a tool that transforms Claude Desktop into a pair - programming assistant, allowing users to directly let Claude implement features, fix errors, and refactor code in the local codebase while ensuring security through Git version control.

mcpn.ai is a tool that helps users create, organize, and share AI workflows and prompts, similar to a dynamic prompt library that can be shared and version - controlled across MCP tools and servers.