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.

FinLab AI is a quantitative financial analysis platform that helps users discover excess returns (alpha) in investment strategies through AI technology. It provides a rich dataset, backtesting framework, and strategy examples, supporting automated installation and integration into mainstream AI programming assistants.

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 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 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.

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

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 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.

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

An MCP server that connects Claude with the Odoo ERP system, allowing users to query data, create records, and build repeatable workflows using natural language without memorizing API syntax or field names.

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.

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.

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.

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.

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.

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

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.

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 interactive LeetCode MCP server that provides AI - guided authentication, learning guidance mode, code submission, and detailed feedback functions, supporting multi - language programming practice and user data tracking.

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.

The Fathom AI MCP Server is a tool that connects Claude to Fathom meetings, transcriptions, and AI summaries. It enables direct data transfer through secure OAuth authentication without storing user data.

Xcatcher is a high - performance X (Twitter) data scraping service based on the remote MCP protocol. It supports pay - as - you - go with USDC on the Base and Solana chains via the x402 protocol, provides OpenAPI specifications for easy integration of AI agents, and focuses on the rapid collection of the latest posts of a large number of users.

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.

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

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.

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.

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.

Relay is a simple tool for transferring information such as files, code, and data between Claude Desktop and Claude Code, maintaining their independent contexts and enabling collaboration through a user - controlled retrieval mechanism.

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.

This is a server that connects the TrainingPeaks training data platform to AI assistants like Claude through the Model Context Protocol (MCP). It allows users to query training data, analyze training loads, compare power data, and track fitness trends through natural language, without waiting for official API approval and using secure cookie authentication.

An MCP server that connects AI assistants to the FAST - NUCES Flex student portal, allowing users to query academic data such as grades, attendance, and course schedules through natural language, supporting automated login and local data parsing.

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.

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.