Discover Awesome MCP Servers

iOS Development MCP Server

An MCP server that provides comprehensive tools for managing iOS simulators, including device control, app lifecycle management, and UI automation. It enables developers to boot devices, install apps, capture screenshots, and simulate user interactions through natural language commands.

she-mcp

MCP server for querying Korean occupational safety, health, and chemical regulations, including MSDS, KOSHA GUIDE, and legal information.

diyan-research-mcp

Read-only MCP server that provides enterprise research frameworks, frozen snapshots, and historical factor summaries with sources and falsification conditions, without trading advice.

Modular MCP Server

Enables LLMs to securely interact with MongoDB, GitHub, and a sandboxed file system, eliminating information silos.

ATMcp

Enables multiple LLM agents across devices to form teams, share knowledge, memory, and tasks with live status via a web dashboard and distributed-systems reliability.

Elastic MCP

Connects to Elasticsearch clusters through the Model Context Protocol, enabling natural language querying and management of Elasticsearch data. Provides tools to search indices, list available indices, and retrieve index mappings.

Receita Federal: Radar (Habilitação Comércio Exterior)

Enables querying official Brazilian Federal Revenue data on foreign trade habilitation (Radar), allowing users to check habilitation status directly from the official source. Read-only MCP server with a single consultation tool.

mcp_sdk_petstore_api

A standalone MCP server that exposes Petstore API endpoints as tools for AI assistants like Claude and ChatGPT. It enables interaction with petstore management services through natural language by proxying API requests via SSE transport.

mcp-artic

Enables searching artworks, artists, and exhibitions from the Art Institute of Chicago collection via natural language, returning detailed artwork information, artist biographies, and exhibition status through the ARTIC public API.

Vulnerable MCP Server

A deliberately insecure MCP server designed as a pentest lab to demonstrate common vulnerabilities in MCP deployments.

Toolbox MCP

Enables name validation, arithmetic evaluation, shape identification from images, syllabus study material lookup, and graph-based route optimization with tolls.

mcp-hashlib

Enables LLMs to compute cryptographic hashes and perform key derivation functions using Python's hashlib library.

Fountain Pen Ink MCP Server

Provides LLMs with specialized knowledge about fountain pen inks, enabling intelligent ink search, color matching, and recommendations through various tools.

Nano Banana MCP Server

Enables generating, editing, and manipulating images using Google Gemini Flash 2.5 through natural language prompts. Supports text-to-image generation, image editing, multi-image composition, and batch processing with direct file management.

Garmin MCP App

An MCP server featuring an interactive React UI for Garmin Connect integration. It allows users to access and interact with Garmin fitness and health data through the Model Context Protocol.

legal-research-mcp

Provides tools to search, retrieve, and trace German tax law statutes (KStG, EStG, AO, GewSt) from gesetze-im-internet.de, including amendment tracking.

Combined MCP Server

A self-hosted MCP server that gives AI agents controlled access to a machine: filesystem, shell, background processes, git, web fetching and persistent key-value memory.

exec-mcp

Enables executing a single bounded remote shell command on a configured host, returning truncated stdout/stderr tails and an authoritative exec summary.

Google Workspace MCP Connector

A ChatGPT custom connector that enables users to access, create, and manage Google Workspace files (Drive, Docs, Sheets, Slides) directly through ChatGPT using OAuth 2.0 authentication.

RE-Butler MCP Server

Exposes RE-Butler knowledge and validation tools for hybrid semantic search, requirement templates, user story validation, and Azure DevOps work item creation with approval gates.

briefcase

Enables AI tools to retrieve codebase context, summaries, decision notes, and file details via MCP, avoiding re-explaining the project.

ClariLayer

The individual-analyst context layer, delivered over MCP, that gives your AI coding agent durable, reconciled memory of your data context to stop re-explaining data every session.

Readwise MCP HTTP Server

Enables searching and accessing Readwise highlights and documents through HTTP endpoints using the Model Context Protocol. Provides vector and full-text search capabilities with streaming responses for retrieving reading highlights and notes.

EMM

EMM is an MCP-native server that gives AI agents persistent, local, model-independent memory with context-efficient retrieval and project scoping.

F1 MCP Server

Provides advanced Formula 1 analytics including real-time telemetry processing, tire degradation modeling, weather impact analysis, and Monte Carlo race strategy simulation for comprehensive F1 data analysis.

Azure Topology Graph MCP Server

Enables exploration and analysis of Azure infrastructure by querying Azure Resource Graph, ARM, and Network Watcher APIs to create interactive topology maps. Provides tools for searching resources, discovering relationships, finding connectivity paths, and visualizing complete Azure infrastructure topologies.

ifcopenshell-mcp

An MCP server that lets users query, validate, convert, and compare IFC/BIM files using natural language. Runs fully locally and integrates with AI agents like Claude.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright running on Cloudflare Workers, allowing web automation tasks like navigation, typing, clicking, and taking screenshots through natural language.

ringcentral-mcp

Enables interaction with RingCentral phone system data, including account info, extensions, presence, call queues, contacts, and call logs/recordings, through MCP tools.

MCP Server Updater

Automatically analyze and update Model Context Protocol (MCP) servers for Claude Desktop