Discover Awesome MCP Servers

Fastmail MCP Server

Enables AI models to interact with Fastmail accounts via the JMAP API through the Model Context Protocol. It supports managing emails, accessing usage analytics, and performing account operations using secure token-based authentication.

Brex MCP Server

Enables AI agents to interact with the Brex financial platform, allowing access to account information, transactions, expenses, receipts, budgets, and spend limits through the Brex API.

gbox

Gru-sandbox (gbox) es un proyecto de código abierto que proporciona un entorno de pruebas autoalojable para la integración de MCP u otros casos de uso de agentes de IA.

mcp-docs-tools

Provides documentation generation and analysis tools for AI agents, including JSDoc generation, README analysis, changelog generation, API documentation, and code comment analysis.

mcp-server-docker

mcp-server-docker

mcp-server-proxmox

A Model Context Protocol (MCP) server for Proxmox Virtual Environment that enables AI assistants to manage virtual machines, containers, nodes, and resources through natural language interactions.

memory-mcp

A self-organizing, persistent semantic memory layer that enables AI agents to store, categorize, and retrieve information using hybrid vector and keyword search. It features autonomous chunking, deduplication, and hierarchical taxonomy management through a PostgreSQL-backed MCP server.

handshake-mcp

Enables AI assistants to search and apply for jobs on Handshake, track applications, and research employers using your browser session.

Penny NotebookLM Research

MCP server that automates YouTube research by finding viral videos, analyzing transcripts via Google NotebookLM, and generating content ideas and scripts.

Doorstop MCP

Enables interaction with the Doorstop requirements management framework, allowing users to create, edit, link, and review requirement items and documents through natural language commands.

ComfyMCP Studio

Generates 2D game assets (sprites, icons, tilesets, characters, animations) using AI workflows powered by ComfyUI with support for viewpoint control, style presets, and Unity export.

Bybit MCP Server

Enables LLMs to interact with Bybit V5 API for market data, trading, account management, and position tracking.

Java Map Component Platform (Java MCP)

Servidor Java MCP

Amadeus-QQ-MCP

An MCP server that enables AI clients to send and receive QQ messages through NapCatQQ (OneBot v11) for both private and group chats. It supports message context management, real-time WebSocket listening, and human-like typing simulation.

bio-mcp

Here are a few options for translating "MCP server for bioinformaticians and computational biologists," depending on the nuance you want to convey: **More literal:** * **Servidor MCP para bioinformáticos y biólogos computacionales.** (This is a direct translation and likely the most common.) **Slightly more descriptive:** * **Servidor MCP para bioinformática y biología computacional.** (This emphasizes the fields of study rather than the people.) **If you want to emphasize the purpose of the server:** * **Servidor MCP para uso en bioinformática y biología computacional.** (MCP server for use in bioinformatics and computational biology.) **Therefore, the best option depends on the context. However, the first option is generally the safest and most widely understood.**

Instagram Ads MCP Server

Wraps the Meta Marketing API to enable creating, modifying, viewing, and deleting Instagram ads via natural language.

UserFlow MCP

Simulates real users navigating your app and delivers qualitative UX feedback, including persona-driven testing, auto-friction detection, and WCAG accessibility audits.

Fider MCP Server

Enables interaction with Fider customer feedback platforms, supporting post management, commenting, tagging, and status updates through natural language commands.

Apple Health MCP

Enables users to query Apple Health metrics, workouts, and trends from CSV files exported via the Health Auto Export app. It allows MCP clients to analyze health data such as heart rate, sleep stages, and activity levels directly from local iCloud Drive storage.

Stock Snapshot MCP

A minimal MCP server that provides stock snapshots including company metadata, latest quote, fundamentals, and daily price history via the Alpha Vantage API.

TWSE MCP Server

Provides real-time access to Taiwan Stock Exchange market data, financial reports, and trading analytics. It enables users to query stock prices, market indices, and corporate profitability metrics through natural language.

Capacities MCP Bridge (Unofficial)

Enables interaction with the Capacities.io note-taking API via MCP, supporting operations like searching content, saving weblinks, and appending to daily notes.

KatCoder MySQL MCP Server

A secure MySQL Model Context Protocol server that enables AI agents to interact with MySQL databases through standardized operations. Features comprehensive security with SQL injection prevention, connection pooling, and configurable tool access for database operations.

Apollo.io MCP Server

A Model Context Protocol (MCP) server for the Apollo.io API, giving AI coding assistants direct access to Apollo.io's sales intelligence platform for prospecting, enrichment, CRM operations, and outreach.

Riza MCP Server

Enables LLMs to securely execute code and manage reusable tools using Riza's isolated code interpreter API.

Sales MCP Server

Enables users to query enterprise sales data from a local SQLite database and investigate anomalies through an inline dashboard with human-in-the-loop review buttons.

Kleap

Enables AI agents to build, edit, and publish live websites with hosting, database, auth, and domains via the Model Context Protocol.

memory-mcp

Provides persistent memory for AI assistants via MCP, enabling them to store and recall facts, preferences, and tasks across conversations using either local file storage or a cloud backend with semantic search.

UnityAutonomousMCP

A comprehensive autonomous agent framework for Unity 2022.3.22f1 combining Model Context Protocol with AI decision-making, enabling intelligent task planning, editor automation, and multi-agent coordination.

AI Gateway MCP Server

Provides unified access to multiple AI providers through Vercel AI Gateway, enabling question answering, web search, multi-model research, and model listing.