Discover Awesome MCP Servers

MySQL MCP Server

Enables LLMs to query and analyze data across multiple MySQL databases with enterprise data federation, intelligent caching, cross-system analytics, and automated schema discovery for comprehensive business intelligence.

git-commit-aider MCP Server

Makes git commits on behalf of AI by appending "(aider)" to the committer's name, allowing tracking of AI contributions in your codebase.

MCP Server + Document Memory System

Enables AI systems to remember interactions, understand document context through semantic search, and intelligently route requests with persistent memory and quality-scored content synthesis.

My YouTube MCP Server

Máy chủ mcp-youtube-uploader (tải YouTube lên S3)

Marvel Rivals MCP

Provides access to Marvel Rivals game data including hero information, abilities, skins, achievements, items, maps, and player profiles through a standardized interface.

Physics MCP Server

Provides 55 specialized tools for precise physics calculations and rigid-body simulations, covering mechanics, fluid dynamics, and rotational motion. It enables LLMs to perform realistic motion analysis and trajectory modeling with support for real-world factors like drag, wind, and altitude.

MCP Calculator Demo

A sample MCP server that provides basic arithmetic tools like addition, subtraction, multiplication, and division. It serves as a demonstration for implementing the Model Context Protocol and connecting custom tools to clients like Claude Desktop.

Google Calendar MCP Server

Enables AI assistants to interact with Google Calendar through OAuth 2.1 authentication, supporting full calendar and event management including creation, updates, deletion, and search across multiple calendars.

FMP MCP Server

An MCP server that provides tools for financial analysis and investment research using the Financial Modelling Prep API. It enables users to access real-time stock quotes, financial statements, key metrics, and market sector performance data.

Shell MCP Server

Enables execution of shell commands through a terminal tool and provides access to a custom readme file from OneDrive Desktop or local Desktop directory.

GitLab MCP Code Review

Enables AI assistants to review GitLab merge requests by fetching changes, analyzing diffs, adding comments, and managing approvals through the GitLab API. Supports complete merge request analysis, file-specific reviews, and version comparisons.

Zoo MCP Server

A FastMCP-based server that provides tools for retrieving animal species lists and specific animal details from a fictional zoo. It serves as a reference for deploying and securing Model Context Protocol servers on Google Cloud Run.

LinkedIn Automated Post Creator

Automates the creation and scheduling of LinkedIn posts using MCP server integration, allowing users to manage content and automatically publish to their LinkedIn accounts.

College Football Data Server

Một máy chủ MCP cung cấp quyền truy cập vào số liệu thống kê bóng bầu dục đại học lấy từ College Football Data API trong Claude Desktop.

SET-MCP

Provides access to the Securities Exchange of Thailand (SET) to retrieve comprehensive financial statements for listed companies. It enables AI agents to query income statements, balance sheets, and cash flow statements with historical data support.

Graphiti MCP Server

A framework for building and querying temporally-aware knowledge graphs that allows AI assistants to interact with graph capabilities through the Model Context Protocol.

pdfdancer-mcp

Provides access to pdfdancer documentation through search and content retrieval tools, connecting to a Docusaurus search worker to query indexed docs and retrieve markdown content.

MCP Server Starter

Một template sẵn sàng cho sản xuất để xây dựng các máy chủ Model Context Protocol bằng TypeScript, cung cấp khả năng phát triển nhanh chóng với Bun, Biome linting và quản lý phiên bản tự động.

GitHub Trending Service

Provides access to GitHub trending projects through MCP, allowing AI assistants to query popular repositories filtered by language and time range (daily/weekly/monthly).

Contentful GraphQL MCP Server

Enables efficient content retrieval from Contentful's Content Delivery API using GraphQL queries. Supports schema exploration, query generation, and flexible data fetching with read-only access.

MCP Document Parse Tool

Enables parsing and extraction of content from various document formats (PDF, Word, Excel, PowerPoint) into Markdown format using the Niutrans document API.

Simple Subprocess MCP Server

A Model Context Protocol server that enables LLM applications to safely execute shell commands with error handling and timeout settings.

Philidor MCP Server

Provides DeFi vault risk analytics for AI agents to search, compare, and perform due diligence on over 700 vaults across major protocols like Morpho and Aave. It enables natural language analysis of risk scores, platform security, and portfolio-level risk assessments.

MCP Environment & Installation Manager

A unified control center for managing MCP servers, providing tooling for environment variable management, profile-based configurations, and local package installation automation.

Myongji University Notice Bot

Provides real-time access to the latest announcements and notices from Myongji University's official website through AI-powered web scraping.

HubSpot MCP Server

Enables comprehensive HubSpot CRM integration through the Model Context Protocol with 15+ tools for managing contacts, companies, and deals. Supports multiple transport protocols (HTTP, SSE, STDIO) with session management and real-time access to CRM data.

File Time Search MCP Server

Enables searching for files based on creation or modification timestamps within restricted root directories. It supports glob pattern matching, time range filtering, and pagination for efficient file discovery.

Frasurbane MCP Server

Provides tools for analyzing and generating content in the Frasurbane aesthetic through a structured taxonomy of typography, color palettes, and photography parameters. It enables users to enhance image-gen prompts and evaluate compositional tension using a specialized 5D coordinate system.

ROS2 MCP Server

A Python-based server that enables AI assistants to control robots by integrating the Model Context Protocol (MCP) with ROS 2, allowing for natural language commands that translate into robot movement via the /cmd\_vel topic.