Discover Awesome MCP Servers

Limetest MCP Server

A Model Context Protocol server that enables automated end-to-end testing with LLMs using Playwright's accessibility tree rather than pixel-based inputs.

GitHub MCP Test Repository

Test repository for GitHub MCP server functionality

QR Code MCP Server

Enables the generation of QR codes in PNG, SVG, Base64, and ASCII formats via Model Context Protocol clients. Users can save codes directly to local files or display them as terminal-friendly art through natural language commands.

TOOT (Train of Operadic Thought) MCP

Enables context capture and reinforcement learning by recording successful work patterns and creating reasoning chains for cross-conversation continuity. Automatically captures positive feedback through Claude Code hooks to build reusable success patterns.

NS Travel Information Server

Provides real-time Dutch railway (NS) travel information including train schedules, delays, journey planning, ticket prices, and station details for navigating the Netherlands by train.

NebulaGraph MCP Server

A Model Context Protocol server implementation that enables LLMs to interact with NebulaGraph database for graph exploration, supporting schema understanding, queries, and graph algorithms.

CleanSlice MCP Server

Provides AI coding agents with access to CleanSlice architecture documentation, rules, and conventions. It enables users to search documentation and retrieve essential patterns to help AI build applications correctly.

Browserbase MCP Server

Enables AI-powered browser automation through Browserbase and Stagehand, allowing LLMs to navigate websites, extract data, take screenshots, and perform web interactions using natural language commands.

Fetch

Web content fetching and conversion for efficient LLM usage

XBTFX MCP Trading Server

Enables AI agents to trade forex, metals, indices, and cryptocurrencies via the Model Context Protocol using the XBTFX Trading API. It provides comprehensive tools for managing account balances, retrieving market data, and executing trade operations like opening, modifying, or closing positions.

modbus-mcp

modbus-mcp

Kommo CRM MCP Server

Enables comprehensive integration with Kommo CRM through 25 tools for managing leads, contacts, companies, tasks, events, and generating detailed analytics reports. Supports advanced workflow management, pipeline operations, and real-time performance tracking.

VesselAPI MCP Server

Connect your AI assistant to real-time maritime data. Access vessel tracking, port activity, and maritime safety information through natural language.

MCP Context Template

🪱 MCP Context Template is a repository designed to centrally manage AI tools (MCP) to reduce context sharing costs and improve development productivity.

MCP Appium Server

A Model Context Protocol (MCP) server that enables mobile app automation using Appium, supporting various device interactions, element operations, and app management through a standardized protocol.

Hefeng QWeather MCP Server

Provides comprehensive weather data including forecasts, air quality, weather alerts, historical data, and astronomical information through the Hefeng Weather API. Supports real-time weather, multi-day forecasts, hourly predictions, and specialized data like sunrise/sunset times and precipitation forecasts.

AWS Athena MCP Server

Enables AI assistants to execute SQL queries against AWS Athena databases, check query status, retrieve results, and manage saved queries with support for both local and remote deployment via Lambda.

MCP Docent Server

An AI-powered server that analyzes uploaded images and automatically generates explanatory text (docent) for various images.

Obsidian RAG MCP Server

Enables semantic search and content retrieval from local Obsidian vaults through the Model Context Protocol. It allows AI assistants to query notes by meaning, filter by tags, and access full note content for enhanced knowledge integration.

Trello MCP Server

This is an MCP Server for Trello that enables interaction with Trello's API through natural language, allowing management of boards, cards, lists, and other Trello resources.

NBA Player Stats MCP Server

Provides comprehensive NBA player statistics from basketball-reference.com, delivering detailed stats including career summaries, season comparisons, advanced metrics, and shooting analytics.

Singapore LTA MCP Server

MCP server to access Singapore's LTA data

@nvanexan/figma-mcp

Enables extraction of design context from Figma files as CSS-like properties and provides tools to render Figma nodes as images. It integrates with AI agents via the Model Context Protocol to facilitate design-to-code workflows by providing layout, style, and typography information.

GPAC Test Suite MCP Server

Provides intelligent access to GPAC multimedia framework's 8,600+ test cases, enabling AI assistants to answer questions about GPAC usage with precise, validated command-line examples. Users can ask natural language questions and get reliable GPAC commands for multimedia processing tasks like DASH streaming, MP4 encryption, and subtitle handling.

Adonis MCP

An AdonisJS package for building remote MCP servers

Remote MCP Server

A serverless implementation of Model Context Protocol server on Cloudflare Workers that allows users to deploy and customize AI tools without authentication requirements.

i18n Agent

AI-powered translation management built for AI agents. Automate localization with regional sensitivity and zero TMS overhead. Works with Claude Code, Cursor, VS Code via MCP protocol. Supports JSON, YAML, Markdown, PO and more.

MCP Gemini Google Search

Provides Google Search functionality for AI models using Gemini's built-in Grounding with Google Search feature, returning real-time web search results with source citations.