Discover Awesome MCP Servers

Magic UI MCP Server

A foundation for building interactive applications using the Model Context Protocol that integrates AI capabilities with Magic UI components.

Memory MCP Server

Provides dynamic short-term and long-term memory management with keyword-based relevance scoring, time-decay models, and trigger-based recall. Optimized for Chinese language support with jieba segmentation.

Emcee

Generate an MCP server for any OpenAPI documented endpoint.

GIS MCP Server

A Model Context Protocol server that connects LLMs to GIS operations, enabling AI assistants to perform accurate geospatial analysis including geometric operations, coordinate transformations, and spatial measurements.

PDF Reader MCP Server

A Model Context Protocol server that extracts and processes content from PDF documents, providing text extraction, metadata retrieval, page-level processing, and PDF validation capabilities.

YouTrack MCP Server

Enables AI assistants to interact with JetBrains YouTrack 2025.2 for managing issues, sprints, dependencies, time tracking, and knowledge base content. Supports CRUD operations, bulk commands, analytics with Gantt charts and critical path analysis, and covers ~80% of the YouTrack REST API.

Perplexity Search MCP

Enables AI-powered search capabilities through Perplexity AI's continuously refreshed index. Supports web, academic, and SEC search modes with advanced filtering options including geographic location and customizable result limits.

CSE MCP Server

Provides real-time stock market data and company search functionality for the Colombo Stock Exchange (CSE). It enables AI assistants to retrieve current prices, change percentages, and ticker information for Sri Lankan listed companies.

Hello Server

A basic MCP server template built with Smithery that includes an example greeting tool for testing and development purposes.

laravel-ascend

Laravel upgrade automation via MCP. Analyzers, tools & docs for Laravel 6-11 migrations. Breaking change detection. Works with any MCP client (Cursor, Claude Desktop).

No-as-a-Service (NoaaS)

Provides over 1,000 creative ways to decline requests across four categories (polite, humorous, professional, and creative). The MCP server wraps a REST API to help users craft professional rejections through natural language interactions.

Ahrefs MCP Server

A Model Context Protocol server that connects Claude desktop and other compatible AI assistants to Ahrefs, allowing them to access Ahrefs functionality.

SQL Server MCP Server

Enables AI assistants to interact with SQL Server databases through natural language, providing capabilities for executing queries, exploring schemas, analyzing performance, backing up tables, and managing data with built-in safety limits.

Bayarcash MCP Server

Connects AI assistants to the Bayarcash payment gateway API, enabling users to create payment intents, check transactions, monitor revenue, and manage Malaysian payment channels through natural language.

Indian Stock Exchange MCP Server

Provides comprehensive financial data and insights for companies listed on BSE and NSE, including real-time stock prices, historical data, market news, top gainers/losers, and stock recommendations for the Indian stock market.

Trello MCP Server

Enables interaction with Trello boards, lists, and cards through the Trello REST API. Supports board management, card operations, member management, labels, and checklists through natural language.

DDG MCP2 Server

A basic MCP server built with FastMCP framework that provides simple utility tools including message echoing and server information retrieval. Supports both stdio and HTTP transports with Docker deployment capabilities.

Content Manager MCP Server

Enables comprehensive content management through Markdown processing, HTML rendering, intelligent fuzzy search, and document analysis. Supports frontmatter parsing, tag-based filtering, table of contents generation, and directory statistics for efficient content organization and discovery.

Qixin API Service MCP

Enables AI models to access comprehensive Chinese enterprise data from the Qixin Open Platform, including business details, risk analysis, and legal records. It facilitates keyword-based corporate searches and detailed information retrieval for intelligent decision-making and analysis.

MongoDB MCP Server

Enables interaction with MongoDB databases through user management tools including creating, retrieving, and listing users with pagination support.

Auto-Snap MCP

A server that automates screenshot capture and document processing, allowing users to convert screenshots into PDFs and extract text through natural language commands.

Vibe Coding Documentation MCP (MUSE)

Automatically collects, summarizes, and documents code from vibe coding sessions, generating multiple document types (README, DESIGN, TUTORIAL, etc.) and publishing them to platforms like Notion, GitHub Wiki, and Obsidian.

MCP Person Registration System

A system that manages person records through natural Turkish language commands processed by an AI Agent, connecting to an Express+PostgreSQL MCP server for CRUD operations.

Kerykeion MCP Server

Enables astrological chart generation including natal charts, synastry, transits, composite charts, and planetary returns using the Kerykeion library. Supports multiple output formats (text, SVG, PNG) and customizable themes, house systems, and languages.

MCP-Smallest.ai

A Model Context Protocol server implementation that provides a standardized interface for interacting with Smallest.ai's knowledge base management system.

char-index-mcp

Precise character-level string indexing for LLMs. Provides tools for finding, extracting, and manipulating text by exact character position to solve position-based operations.

MCP Project Initializer

An intelligent tool that automates the setup of new Model Context Protocol (MCP) server projects through a conversational interface. It generates project structures, technical specifications, and context-rich documentation to streamline AI-assisted development in TypeScript or Python.

Similar Words MCP Server

An MCP server that provides access to the Similar Words API, allowing users to search for and retrieve semantically related words. It enables language-based applications to query word similarities and relationships through a standardized interface.

Cloud Agent MCP Server

Enables AI assistants to create and manage Cursor Cloud Agents that autonomously work on GitHub repositories, including creating tasks, monitoring progress, and automatically generating pull requests.

Adobe Experience League MCP Server

Enables AI assistants to search and fetch documentation content from Adobe Experience League, allowing natural language queries to retrieve Adobe product documentation and articles.