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.

The Neon MCP Server is an open - source tool that allows users to interact with the Neon Postgres database through natural language, simplifying database management tasks.

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).

An Instagram data analysis tool that provides comment analysis, account comparison, user profiling, and potential customer identification functions

A server that provides MCP services for LeetCode, supporting access to problems, user information, and contest data.

The Vantage MCP Server is an open-source tool that helps users query and analyze cloud cost data through natural language interaction. It serves as a bridge between the Vantage API and AI assistants, providing intuitive cost analysis capabilities and supporting integration with multiple MCP clients.

The Umami Analytics MCP Server is a model context protocol server that enhances Claude's capabilities. It provides access to Umami website analytics data, supporting user behavior analysis and website performance tracking.

The LeetCode MCP Server is an intelligent service that provides LeetCode API integration, supports global and Chinese sites, and enables problem queries, user data retrieval, and automated operations.

An MCP server that provides Slack search functionality, supporting queries for user, channel, message, and other data.

The Food Tracking MCP service integrates the OpenFoodFacts database to provide functions such as food search, nutritional analysis, meal planning, and dietary restriction management, helping users record and analyze their diet.

PassportMCP is a toolkit that allows users to build an MCP server for any website and automatically synchronize browser authentication information. It captures the authentication status through a Chrome extension, stores it locally, and injects it into HTTP requests, enabling access to website data without a developer API.

A lightweight MCP server that helps users understand the structure of large JSON files by generating a JSON structure skeleton without having to deal with the full data payload.

IcebergMCP is a service based on the Model Context Protocol (MCP) that allows users to interact with the Apache Iceberg data lake through natural language and supports use in MCP clients such as Claude and Cursor.

The AniList MCP Server is a service that interacts with the AniList API through the Model Context Protocol (MCP), allowing LLM clients to access and manipulate anime, manga, character, staff, and user data on AniList.

An unofficial MCP server for accessing API data of the US Congress (Congress.gov), allowing users to directly query congressional activity information without reading the news.

The Strava MCP server is a Model Context Protocol (MCP) service for interacting with the Strava API, providing functions such as user activity data acquisition and authentication management.

This project is an MCP - protocol - based server that allows users to interact with their Audiense Insights accounts through clients like Claude to obtain marketing insights and audience analysis data, including demographic, cultural, influencer, and content engagement analysis.

An advanced PocketBase MCP server that provides comprehensive functions such as database interaction, collection management, and user authentication

An advanced PocketBase MCP server that provides comprehensive database operation tools, including collection management, record operations, user authentication, and database maintenance functions.

This project is an experimental Model Context Protocol (MCP) server for interacting with the Algolia API. It allows users to perform operations such as searching, adding data, and updating index configurations through the MCP protocol. The project provides installation guides, debugging methods, and instructions for integrating with Ollama, but clearly states that it does not provide official support.

The SQL Stream Builder MCP Server is a comprehensive SSB management platform that provides full access to SSB functions through more than 80 MCP tools. It supports independent deployment and CDP deployment, covering functions such as job management, real-time data sampling, system monitoring, and user management.

The Polarsteps MCP server is a tool that accesses Polarsteps travel data through an unofficial API, allowing AI assistants to query user profiles, travel details, and statistics.

An MCP server that connects to Garmin Connect to obtain and display users' fitness and health data

The GoHighLevel MCP server is a fundamental project aiming to connect the GoHighLevel community with AI automation through the Model Context Protocol (MCP). It provides access to all sub - account level GoHighLevel API endpoints, supports 269 tools, covering multiple functional categories such as contact management, messaging, sales pipelines, and calendar appointments. The project emphasizes community collaboration, an open architecture, and educational resources, while also reminding users to pay attention to key issues such as AI security, rate limits, and data security.

A read - only MCP server designed for the Bear note - taking app, allowing AI assistants such as Claude to securely access user note content by directly connecting to the SQLite database without modifying the original data.

MCP Strava Server is a service for integrating the Claude desktop application with the Strava API, facilitating users to process and analyze Strava activity data.

Lighthouse MCP is a model context protocol server that enables Claude to interact with and query and analyze users' Lighthouse.one cryptocurrency portfolio data.

A lightweight server that exposes Mac system information through simple APIs to help AI assistants obtain real-time hardware and system data, mainly used for AI and deep learning experiments by Mac users.

A MySQL database operation server based on the Model Context Protocol, providing standardized interfaces for AI models to interact with MySQL, supporting local and remote deployment, and featuring multi - user concurrency and connection pool management.

AEMET-MCP is a tool that integrates with the Spanish Meteorological Agency's API through the MCP protocol, allowing users to query historical climate data and weather information from meteorological stations across Spain from clients such as Claude AI.

The Infactory MCP Server is a server for interacting with the Infactory API through language models such as Claude, providing functions for project management, query program operations, data source management, and user - team management.

The Appwrite MCP server is a model context protocol server for interacting with the Appwrite API, providing tools for managing databases, users, functions, teams, etc.

Claude Agents Power is an intelligent MCP server project that can analyze user projects and recommend a perfect team configuration composed of over 100 professional roles. It supports multiple languages, provides various professional role agents in areas such as technology, data, product, marketing, operations, finance, human resources, and executives, and can automatically download and integrate them for use in Claude.

This experiment guides users on how to deploy an MCP server and integrate it into Microsoft Copilot Studio. Through a standardized protocol, it connects AI models with data sources to achieve real - time data access and joke generation functions.

A server tool that helps users access and query databases through Legion Query Runner and the MCP protocol

The Shen Island Data Statistics MCP Server is a standardized data service based on the Model Context Protocol, providing user data, map information, and statistical analysis functions for the Shen Island platform.

The Oura MCP Server is a Model Context Protocol service for accessing Oura Ring data, supporting the acquisition of user health data, including multiple indicators such as sleep, activity, and stress, through personal access tokens or OAuth2 credentials.

The Notion MCP server is a model context protocol service designed for Notion integration, allowing LLMs such as Claude to interact with users' Notion workspaces, providing functions such as searching, getting pages, creating/updating pages and databases.

SQLGenius is an AI - based SQL assistant that converts user questions into SQL queries through natural language processing technology, supports BigQuery database operations, and provides interactive data visualization and schema exploration functions.