Discover Awesome MCP Servers

HAPI-MCP

A Model Context Protocol server that enables querying FHIR healthcare data using natural language, allowing doctors to retrieve patient information, medications, observations, and other healthcare records.

Next.js DevTools MCP

Provides specialized development tools and utilities for Next.js, allowing AI agents to perform runtime diagnostics and access official documentation. It enables automated context initialization and real-time interaction with Next.js development servers to query application state.

Music21 Composer MCP

A composition-focused server built on music21 for generative music workflows, enabling melody generation, musical transformations, chord reharmonization, counterpoint creation, and MIDI export through constraint-based algorithmic composition tools.

Proxmox MCP Server

Enables comprehensive management of Proxmox Virtual Environment through 35 tools for VMs, containers, storage, backups, snapshots, and cluster operations via the Proxmox VE API.

MCP Server Tauri

Enables AI assistants to build, test, and debug Tauri v2 applications with UI automation, IPC monitoring, mobile device management, and real-time access to screenshots, DOM state, and console logs.

MCP Appium

Enables AI agents to automate Android mobile device testing through Appium, with automatic device detection, screen element inspection, and natural language test scenario execution.

NutriAI MCP Server

Enables nutritional analysis of food descriptions by integrating with OpenAI's API to provide calorie estimates, macronutrient breakdowns, and dietary insights. Designed for educational purposes and follows OpenAI Apps SDK design guidelines.

MCP Test Server

A TypeScript-based test implementation for the Model Context Protocol (MCP) with example configurations and Jest test cases. Provides a development foundation for building and testing MCP server functionality.

Iceland News MCP Server

Fetches latest news from 6 Icelandic sources via 60+ RSS feeds across categories in Icelandic, English, and Polish, with configurable article limits and feed discovery.

Claude MCP Server

A lightweight Flask-based server that enables Claude AI to perform real-time web searches via DuckDuckGo during conversations, allowing the AI to access current information.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects, allowing users to query merge requests, view code reviews and discussions, check pipeline test results, and respond to comments through natural language chat commands.

ginialtech-mcp

Enforces GINIALTECH project conventions and protects critical files while providing project context to AI agents. It ensures adherence to specific language requirements and the use of Bun as the exclusive package manager.

Mermaid Lint MCP

A tool for validating Mermaid diagram syntax through CLI and MCP interfaces, providing real-time error checking and line-specific feedback. It enables AI assistants to self-validate and debug generated diagrams across all Mermaid types, ensuring valid visual documentation.

deep-filesystem-tree

A Model Context Protocol (MCP) implementation that provides deep filesystem tree visualization and manipulation capabilities. This tool enables efficient navigation and management of complex directory structures, enhancing development workflows with AI-powered file system operations. Compatible with

Apple Notes MCP

A local-only server that enables AI agents to create, read, search, and organize Apple Notes directly on macOS. It supports folder management, note formatting, and checklists using native automation to ensure data remains private and local.

Fastmail MCP Server

Enables AI assistants to securely access and search Fastmail emails via the JMAP API. Supports searching emails, retrieving full email content, and listing mailboxes with read-only access using Fastmail API tokens.

SQLite MCP Server

Enables AI assistants to interact with SQLite databases by executing read and write queries, listing tables, and inspecting schemas. It provides a secure, local interface for database management and data retrieval through the Model Context Protocol.

Think MCP

Enables structured step-by-step reasoning with branching, revisions, and self-critique to help break down complex problems into manageable steps with confidence tracking and thought history search.

UniFi MCP Server

Enables comprehensive management of UniFi network infrastructure through the UniFi Cloud API, including device control, client management, camera settings, and access door control through natural language.

Kael MCP Server

AI Swiss Army Knife — web fetch, search, screenshots, PDF extraction, code execution, and async task runner. One MCP server, 8 tools, 10x cheaper than alternatives.

Zoom API MCP Server

Enables interaction with Zoom services through the Zoom API. Provides access to Zoom's functionality for meeting management, user operations, and platform features through natural language.

crawleo-mcp

Crawleo is a privacy-first, real-time web search and crawling API built for LLM applications, RAG pipelines, AI agents, and automation workflows. With a single API call, Crawleo performs live web search, optionally crawls result pages, and returns clean, AI-ready data in formats like Markdown, Text

traverse

Enables AI models to generate interactive, clickable code walkthrough diagrams using Mermaid code and node descriptions. It provides a web interface for viewing, persisting, and sharing these diagrams via a local database and a dedicated share server.

m365-copilot-mcp

Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop using Microsoft 365 Copilot APIs. It enables natural language queries across SharePoint, OneDrive, emails, calendars, and Teams meetings while maintaining full enterprise permission enforcement.

Remote MCP Server on Cloudflare (Authless)

A template for deploying a Model Context Protocol server to Cloudflare Workers without requiring authentication. It enables the hosting of remote tools that can be accessed via SSE by the Cloudflare AI Playground or local clients like Claude Desktop.

MCP Quickstart Weather Server

A basic MCP server adapted from the official quickstart guide that provides weather data functionality and works with OpenAI chat completions API. Demonstrates MCP server setup with configuration examples for Claude Desktop and development tools.

MCP Chess Server

Provides Chess.com player data integration, enabling AI assistants to fetch real-time chess player profiles and comprehensive statistics including ratings, game counts, and performance metrics from Chess.com's public API.

Dock AI MCP

Discover which MCP servers can interact with real-world entities like restaurants, hotels, and salons by querying the Dock AI registry using domain names.

spec-score-mcp

Score your specs before an LLM builds from them. Scores on 4 axes (completeness, clarity, constraints, specificity), calculates a balance score, and returns a verdict with radar chart visualization.