Discover Awesome MCP Servers

Microsoft Copilot Studio ❤️ MCP

A lab demonstrating how to deploy a Model Context Protocol (MCP) server and integrate it with Microsoft Copilot Studio, allowing users to connect AI models to different data sources and tools through a standardized protocol.

MCP-Context-Provider

A static MCP server that helps AI models maintain tool context across chat sessions, preventing loss of important information and keeping conversations smooth and uninterrupted.

Webpage MCP Server

Enables querying and retrieving webpage content from websites by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes built-in rate limiting and supports listing available pages and accessing raw sitemap data.

defeatbeta-api

Defeatbeta API is an open-source alternative to Yahoo Finance's market data APIs, designed to provide reliable and high-performance financial data.

a11y-mcp-server

An MCP server for accessibility auditing that provides WCAG 2.2 criteria lookup, HTML remediation guidance, and automated documentation generation for UI components. It enables users to analyze code snippets for issues and generate professional accessibility audit reports.

Mcp Server Mas Sequential Thinking

mcp-server-mas-sequential-thinking es un proyecto enfocado en mejorar los procesos de toma de decisiones en sistemas multiagente. Implementa técnicas de razonamiento secuencial para mejorar la colaboración y la eficiencia entre los agentes en varios escenarios.

MCP Snowflake Reader

A Model Context Protocol (MCP) server that provides secure, read-only access to Snowflake databases. Allows LLMs to safely query tables and describe schemas without write permissions. Built with Python and the official Snowflake SDK.

Ultralytics MCP Server

A Model Context Protocol compliant server that provides RESTful API access to Ultralytics YOLO operations for computer vision tasks including training, validation, prediction, export, tracking, and benchmarking.

ghcontext: Supercharge Your LLMs with Real-time GitHub Context

Un servidor MCP que proporciona datos de GitHub en tiempo real a LLMs, mejorando sus capacidades de desarrollo de software.

POEditor MCP Server

Enables comprehensive translation management through POEditor's API with project, language, term, and translation operations. Includes automation scripts for reporting, monitoring, AI-powered suggestions, and multi-format exports.

Vibe Blocks MCP

Connects Roblox Studio to AI coding editors via the Model Context Protocol, allowing AI agents to understand and interact with live Roblox Studio sessions through scene manipulation, scripting, and optional Roblox Open Cloud API integration.

SkySQL MCP Server

Repositorio del servidor y cliente MCP de SkySQL.

MCP Server for Wolfram Alpha Integration

Un servidor MCP (Protocolo de Contexto de Modelo) impulsado por Python que utiliza Wolfram Alpha a través de la API.

mcp-hashline-edit-server

Provides hashline-based file editing using line-addressed edits and content hashes for integrity verification. It enables LLMs to perform precise file modifications while ensuring edits are rejected if the file content has changed since the last read.

LINE Bot MCP Server

Enables AI agents to send messages, manage rich menus, and interact with users through LINE Official Accounts via the LINE Messaging API. Supports both individual messaging and broadcasting to all followers with text and customizable flex messages.

Doppler MCP Server

Enables secure secrets management through the Doppler CLI via natural language interactions. Supports managing secrets, projects, configs, and environments across different Doppler workspaces.

CodeRabbit CLI MCP

Enables AI code reviews through the CodeRabbit CLI by exposing a run_review tool that executes CodeRabbit with full flag coverage for analyzing committed, uncommitted, or all changes in a repository.

Edge TTS MCP

A cross-platform MCP server that enables Claude to speak using Microsoft Edge TTS with support for over 300 voices across 50+ languages. It requires no API keys and allows for customization of speech rate, volume, and pitch.

instagit

An MCP server that gives coding agents instant insight into any Git repository — no guessing, no hallucination.

OpenAI Image Generation MCP Server

Enables image generation using OpenAI's DALL-E and GPT-Image models directly through the Model Context Protocol. It allows users to create and save images with fine-grained control over parameters like size, quality, and background transparency.

Claude Code Gemini MCP

Enables Claude Code to call Gemini models through an OpenAI-compatible API, providing tools for deep analysis, brainstorming, code review, and general queries using Gemini's capabilities.

RPA MCP Server

Provides comprehensive desktop automation capabilities including AI-powered vision, OCR, and mouse/keyboard control via a Spring Boot REST API. It enables users to execute multi-step workflows, manage files, and automate browser interactions.

YouTube MCP

A Model Context Protocol server that enables Claude to interact with YouTube data and functionality through the Claude Desktop application.

LangChain Agent with MCP Servers

Agente LangChain con Servidores MCP: Usando Adaptadores LangChain MCP para la integración de herramientas.

OriginForge NFT Generator

Enables fetching, viewing, and saving NFT data from the Origin Forge API, including retrieving random NFTs, accessing their attributes, color palettes, images, and saving SVG/JSON files locally.

Google Search MCP Server

Enables comprehensive web and news searches via the Google Custom Search API with integrated content extraction using the Mozilla Readability algorithm. It allows users to perform quick snippet lookups or deep searches that fetch and format full article content into clean markdown.

ClickUp MCP Server

Securely connect AI assistants to ClickUp workspaces through OAuth 2.0, providing 72 tools across 12 categories for comprehensive task management, time tracking, project planning, and workspace operations without managing API keys.

Brandfetch MCP Server

Enables AI assistants to fetch company logos, brand colors, fonts, and corporate information from the Brandfetch API using domain lookups or keyword searches.

VisualAI MCP Server

Enables local AI image generation on Apple Silicon Macs using MLX and Stable Diffusion. Supports conversational design iteration, asset generation, and wireframe creation with zero API costs through the Model Context Protocol.