Discover Awesome MCP Servers

WebforAI Text Extractor

Extracts clean, structured Markdown text from web pages using WebforAI, making web content easily accessible for AI model consumption through the Model Context Protocol.

TIA-Portal MCP-Server

Enables interaction with Siemens TIA Portal projects directly from VS Code or Claude Desktop using GitHub Copilot and the TIA Openness API. It supports connecting to TIA Portal instances, exporting blocks or types, and performing project operations like compilation via natural language.

Enhanced MCP Server

A comprehensive MCP server with dual interfaces (stdio and web dashboard) that provides developer tools for Git operations and code search, system operations for command execution and monitoring, and data processing capabilities.

Memory Server

Proporciona funcionalidad de grafo de conocimiento para gestionar entidades, relaciones y observaciones en la memoria con reglas de validación estrictas para mantener la consistencia de los datos.

GitHub Stars MCP Server

Un servidor MCP (Protocolo de Contexto de Modelo) impulsado por Cloudflare que te permite buscar y consultar tus repositorios destacados de GitHub utilizando lenguaje natural.

Documentation Fetcher & RAG Search

Enables AI assistants to fetch, index, and perform semantic RAG-based searches on API documentation from various sources. It provides tools for hybrid search and collection management, allowing users to access up-to-date documentation from projects like Gemini and FastMCP.

CMP MCP Server

Enables integration with CMP (Connectivity Management Platform) API to query and manage SIM card information, including filtering SIM lists and retrieving detailed SIM card usage statistics.

hypabase

A Python library for storing and querying n-ary relationships with provenance tracking. SQLite-backed, zero configuration.

ILP Drone Delivery MCP Server

Enables Large Language Models to interact with the ILP Drone Delivery System to plan deliveries, check drone availability, and generate route visualizations. It allows users to manage logistics tasks like capacity planning and temperature requirement matching through natural language.

Alko MCP Server

Provides AI assistants with access to Finland's Alko alcohol product catalog, enabling product search across 11,900+ items, store availability checks, Vivino ratings lookup, and personalized recommendations based on food pairings and preferences.

mcp-server-moltmark

Manages agent certification by tracking trust scores, capabilities, and test results via a PostgreSQL database. It allows users to verify agent skills, report test outcomes, and automatically certify agents based on performance thresholds.

MCP Document Converter

Converts DOCX files to Markdown with formatting preservation and image extraction, and provides image analysis tools for document processing workflows.

ComfyUI MCP Server

Dynamically loads ComfyUI workflows as MCP tools, enabling AI assistants to generate images, videos, and audio by executing workflows across categories like text-to-image, image-to-video, and text-to-audio with automatic parameter mapping and progress monitoring.

MCP Server with SSE and Bearer Authentication

A TypeScript implementation of a Model Context Protocol server that enables real-time communication with LLM clients using Server-Sent Events (SSE) for transport and Bearer Token authentication for security.

mcp-playwright

🚀 Active Fork of executeautomation/mcp-playwright This repository is an actively maintained continuation of the original MCP Playwright server: >👉 https://github.com/executeautomation/mcp-playwright A Model Context Protocol server that provides browser automation capabilities using Playwright.

Ollama MCP Database Assistant

Una interfaz de chat interactiva que combina las capacidades del LLM de Ollama con el acceso a la base de datos PostgreSQL a través del Protocolo de Contexto del Modelo (MCP). Haz preguntas sobre tus datos en lenguaje natural y obtén respuestas impulsadas por la IA respaldadas por consultas SQL reales.

KAIA-MCP Server

Enables AI agents to interact with DeFi protocols on the KAIA blockchain, including lending on KiloLend, token swaps on DragonSwap, price queries, and wallet operations through natural language.

Xiaohongshu (Little Red Book) MCP Server

A server that allows interfacing with the Chinese social media platform Xiaohongshu through HTTP requests, enabling searching notes, retrieving note content and comments, and posting comments.

AEM MCP Server

A comprehensive Model Context Protocol server for Adobe Experience Manager that provides 35+ REST/JSON-RPC API methods for complete content, component, asset, and template management. Enables AI-powered AEM automation through natural language interfaces with support for page operations, component CRUD, asset management, and publishing workflows.

Metabase MCP Server

Un servidor de Protocolo de Control de Modelos que permite a los asistentes de IA interactuar con bases de datos de Metabase, permitiendo a los modelos explorar esquemas de bases de datos, recuperar metadatos, visualizar relaciones y ejecutar acciones.

HoudiniMCP

Conecta Houdini a Claude AI a través del Protocolo de Contexto de Modelos, permitiendo el modelado 3D asistido por IA, la creación de escenas, la configuración de simulaciones y el renderizado a través de comandos en lenguaje natural.

SharePoint MCP Server

Enables browsing and interacting with Microsoft SharePoint sites and documents through Microsoft Graph API, supporting file search, site listing, document library browsing, and file content retrieval with OAuth2 authentication.

Read-only Database MCP

Enables read-only access to PostgreSQL and MySQL/MariaDB databases through MCP tools for listing tables, previewing data, and running SELECT queries with a built-in UI for managing database configurations.

iOS Automation MCP Server

A Model Context Protocol server that enables AI assistants to interact with iOS simulators, perform accessibility testing, manage apps, and automate complex iOS workflows.

HireBase MCP Server

Proporciona herramientas para interactuar con la API de trabajos de HireBase, permitiendo a los usuarios buscar empleos utilizando diversos criterios y recuperar información detallada del trabajo a través del lenguaje natural.

MCP Binance

Enables users to fetch real-time cryptocurrency market data from Binance including OHLCV prices, mark prices, funding rates, and open interest for both spot and futures markets. Provides easy access to Binance trading data through a simple JSON-RPC interface.

MCP-Transcribe

This service provides fast and reliable transcriptions for audio/video files and voice memos. It allows LLMs to interact with the text content of audio/video file.

Smart Code Reviewer

Enables comprehensive code analysis including quality assessment, security vulnerability detection, refactoring suggestions, complexity calculations, and automatic documentation generation for multiple programming languages.

SQLite Geography Server

Enables exploration of geographical data including countries, cities, states/provinces, and regions through a SQLite database. Supports searches by name, location coordinates, currency, and regional groupings with comprehensive statistical queries.

Crypto Trading MCP

A Model Context Protocol server that enables price lookup and trading across multiple cryptocurrency exchanges including Upbit, Gate.io, and Binance.