Discover Awesome MCP Servers

Project Guardian MCP

A focused project memory system that provides knowledge graph capabilities and SQLite database operations for intelligent entity tracking and workflow management. It enables AI models to maintain persistent project context through 17 specialized tools, 10 resources, and 27 pre-built prompts.

Shortcut MCP Server

Provides comprehensive tools for interacting with the Shortcut API, enabling developers to manage stories, comments, projects, and analyze Loom videos for debugging insights.

TestRail MCP Server

Enables AI assistants to interact with TestRail test management systems through comprehensive API integration. Supports retrieving and updating test cases, projects, suites, runs, and results, plus adding attachments and managing test data through natural language commands.

MCP MariaDB Server

Enables AI assistants to interact with MariaDB databases through SQL operations and vector-based semantic search. Supports standard database queries, schema inspection, and optional embedding-powered document storage and retrieval.

MCPilot

A powerful gateway for the Model Context Protocol (MCP) that unifies AI toolchains by federating multiple MCP servers, wrapping REST APIs as MCP tools, and supporting multiple transport methods with an admin dashboard.

Context Bank MCP

Um servidor MCP que fornece uma interface para consultar a base de conhecimento AtherOS através de uma API, permitindo que os usuários criem sessões de chat e enviem consultas para recuperar informações.

MCP SSH Server

Enables seamless SSH operations including secure connections, file transfers, interactive shell sessions, and Docker container management on remote servers. Supports both password and SSH key authentication with credential management and connection pooling.

X Search MCP

Enables searching X (formerly Twitter) using xAI's Responses API with support for filtering by handles, date ranges, and media understanding, returning structured results with citations.

EXIF Extractor MCP Server

Enables extraction of EXIF metadata from JPG and PNG images using publicly accessible URLs or Base64 encoded data. Provides camera information, technical parameters, and image details for photo analysis.

Yahoo Finance MCP Server

Um servidor MCP simples para o Yahoo Finance usando yfinance. Este servidor fornece um conjunto de ferramentas para buscar dados de ações, notícias e outras informações financeiras.

HWPX MCP Server

Enables AI models to read, create, and edit Korean HWPX documents with advanced support for tables, paragraphs, styles, and images. It features enhanced stability through atomic file writing and smart layout recalculation to prevent document corruption.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing Model Context Protocol (MCP) servers using TypeScript SDK, with example tools (calculator, greeting) and resources (server info) to help developers get started.

NL Analytics MCP Server for Apache Druid

Natural Language Analytics MCP server for Apache Druid. With this enterprise ready server in Java, one can query Apache Druid by natural language queries. Furthermore, the complete management like data loading of the Time Series Database Druid can be done with natural language commands.

Integrated Development MCP

A comprehensive toolkit that consolidates over 40 development tools into a single MCP, enabling unified management of frontend, backend, mobile development, GitHub repositories, and database operations.

Wikipedia MCP Server

Este servidor MCP envolve o incrível trabalho da equipe do pacote npm wikipedia.

YouTube Subtitle MCP Server

Fetches YouTube video subtitles and transcripts with support for multiple languages and output formats (SRT, VTT, TXT, JSON).

Simple MCP Server

A minimal TypeScript MCP server that provides a 'hello' tool using the fastMCP framework.

French Open Data & IGN

Provides access to French public data through data.gouv.fr, IGN cartographic services (maps, tiles, geographic data), address geocoding, and administrative divisions with demographic information.

Jira MCP Server

Enables users to fetch and search Jira tickets, comments, and attachments directly within Claude Code. It features JQL support and automatically exports linked Figma designs to provide comprehensive project context.

Elasticsearch MCP (VSee Fork)

Provides specialized analytics tools for querying VSee's Elasticsearch stats-\* indices, including account/group metrics, visit trends, platform breakdowns, rating distributions, and subscription tier analysis.

Binance MCP Server

Um serviço de backend que permite a interação com a API da exchange Binance, permitindo que os usuários visualizem seu portfólio, convertam tokens e executem negociações com o mínimo de impacto no mercado.

Tendem MCP

An MCP server for Tendem that enables users to complete tasks using a hybrid of AI and human agents. It allows for seamless task delegation and management within MCP-compatible clients.

glin-profanity-mcp

Content moderation and profanity detection MCP server with 19 tools, 24 language support, leetspeak/Unicode obfuscation detection, context-aware analysis, batch processing, and user tracking for AI-powered content safety.

SME Copilot MCP Server

Generates business action reports for SMEs by retrieving company profiles through web search and LLM summarization, combining legal articles from e-Gov API and regional statistics from e-Stat API.

FEGIS

FEGIS é um servidor de Protocolo de Contexto de Modelo que fornece aos LLMs memória estruturada, persistente e portátil através de ferramentas cognitivas personalizáveis definidas em esquema.

Discord MCP Server

A template MCP server created with xmcp that provides a structured framework for building tools, prompts, and resources. Includes example implementations for greeting users, code review prompts, and user profile resources with automatic discovery from organized directories.

multiplexermcp

Demonstração de multiplexação de servidores MCP

Shadcn UI MCP Server

Um servidor MCP para permitir que LLMs obtenham contexto sobre a estrutura, uso e instalação de componentes Shadcn UI.

BuildClub.io Official MCP Server

Servidor MCP Oficial do BuildClub