Discover Awesome MCP Servers

Realty In Ca1 MCP Server

Enables users to access the Realty In Ca1 API to search for residential and commercial property listings, view detailed property information, and retrieve neighborhood demographics or statistics. It supports filtering by geographic location, price range, building type, and other real estate characteristics.

Starter MCP Server

A template/boilerplate project for building Model Context Protocol (MCP) servers with TypeScript. Provides a starting point with configuration examples, development tools, and debugging setup.

Frontend Review MCP

An MCP server that reviews UI edit requests by comparing before and after screenshots, providing visual feedback on whether changes satisfy the user's requirements.

Educhain MCP Server

An MCP server that utilizes Google Gemini and the educhain library to generate educational content such as MCQs, flashcards, and lesson plans. It provides specialized tools and resources for building structured learning materials directly within MCP-compatible clients like Claude Desktop.

Code Ocean MCP Server

Provides tools to search and execute Code Ocean capsules and pipelines while managing platform data assets. It enables users to interact with Code Ocean's computational resources and scientific workflows directly through natural language interfaces.

Snowflake MCP Server

Enables interaction with Snowflake databases through SQL queries, schema exploration, and data analysis. Supports read/write operations, table management, and automatic insight tracking for comprehensive database operations through natural language.

MCPServer (FastMCP)

A minimal Model Context Protocol server built with FastMCP that provides basic utility tools including user greetings, number addition, and file listing operations. Includes examples of exposing tools, resources, and prompts for MCP-aware clients.

🤗 Hugging Face MCP Server 🤗

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Exa Websets MCP Server

Enables creation and management of AI-powered web entity collections (companies, people, research papers) with automated search, data enrichment, monitoring, and verification through Exa's Websets API.

Playwright MCP

Enables LLMs to perform browser automation and web page interactions using Playwright's accessibility tree instead of screenshots. Provides fast, deterministic web automation through structured data without requiring vision models.

Spec-driven Development MCP Server

An MCP server that enables AI-powered IDEs to implement a structured development workflow from requirements gathering to code implementation, guiding users through goal collection, requirements specification, design documentation, task planning, and execution.

Database MCP Server

Enables AI to query and manage PostgreSQL and MongoDB databases through natural language. Supports automatic schema discovery, safe data operations, and network-wide database access with zero-configuration deployment.

GitHub MCP Tool Manager

A web application for securely managing GitHub tokens and providing centralized access to various development tools integrated with GitHub accounts.

MySQL MCP Server

Permite que o Cursor interaja com bancos de dados MySQL através do protocolo MCP, possibilitando a criação, consulta, modificação e exclusão de tabelas e registros do banco de dados.

MCP Server Example

Uma implementação educacional de um servidor de Protocolo de Contexto de Modelo (Model Context Protocol - MCP) que demonstra como construir um servidor MCP funcional para integração com vários clientes LLM, como o Claude Desktop.

MCP Demo 1 - Hello World

A simple Model Context Protocol server demonstration that provides SSE streaming communication and basic message handling with a Hello World example.

Interactive Feedback MCP

Enables AI coding assistants like Cursor and Claude to engage in real-time two-way dialogue, allowing them to pause for clarification and request user confirmation before executing tasks. It features a modern UI for managing interaction prompts, predefined options, and project analysis to reduce errors and API costs.

OpenReplay MCP Server

Enables AI-powered analytics for OpenReplay user sessions through natural language queries. Supports session search, user journey analysis, error tracking, performance metrics, and funnel analysis to understand user behavior patterns.

LCBro

Enables browser automation, web content extraction, and LLM-powered data transformation using Playwright. Supports session management, authentication flows, and works with local LLMs (Ollama, JAN AI) or external providers to clean and structure extracted web data.

Practice Fusion MCP Server

Enables interaction with Practice Fusion EHR through 19 healthcare tools for patient management, appointment scheduling, insurance verification, and document handling. Supports both local and remote access with OAuth2 authentication and structured data resources.

Memory Shell Detector MCP

A tool for detecting and cleaning Java memory shells via local or SSH remote execution. It enables AI agents to scan Java processes, analyze suspicious class code, and safely remove memory shells after user confirmation.

Stealth Browser MCP

Enables AI agents to perform undetectable browser automation that bypasses Cloudflare, antibots, and social media blocks. Provides 105 tools for element extraction, network debugging, and real-world web scraping with a 98.7% success rate on protected sites.

POC MCP Server

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CC-Meta

An MCP server that evaluates prompts using AI to provide detailed feedback on clarity, completeness, and effectiveness.

🛠️ Simple MCP Example with Claude and a Local JSON HTTP Server

Okay, here's a translation of "Simple MCP server using Claude to interact with a local JSON server" into Portuguese: **Opção 1 (Mais direta):** * Servidor MCP simples usando Claude para interagir com um servidor JSON local. **Opção 2 (Um pouco mais descritiva):** * Um servidor MCP simples que utiliza o Claude para interagir com um servidor JSON executado localmente. **Opção 3 (Com ênfase na funcionalidade):** * Servidor MCP simples que usa o Claude para comunicação com um servidor JSON local. **Explanation of Choices:** * **MCP:** MCP is likely an acronym. I've left it as is, assuming it's a known term in the context. If you have the full name of MCP, I can incorporate that into the translation. * **Claude:** I've also left Claude as is, assuming it's a proper name (likely a software or service). * **Servidor JSON local:** This translates directly to "local JSON server." * **Interagir com:** This translates to "interact with." * **Usando/Utilizando:** Both "usando" and "utilizando" mean "using." "Utilizando" is slightly more formal. * **Executado localmente:** This translates to "running locally" or "executed locally." It adds a bit more detail. * **Comunicação com:** This translates to "communication with." **Which option is best depends on the specific context.** If you want the most concise translation, option 1 is good. If you want a slightly more descriptive translation, option 2 or 3 might be better.

MCP-AWS

A custom server with tools that enable AI agents to provision and terminate AWS EC2 instances through natural language commands.

Risky Business MCP Server

Enables comprehensive cybersecurity vulnerability assessment by searching GitHub repositories for exploits, querying NIST NVD for CVE details, and accessing CISA's Known Exploited Vulnerabilities catalog. Supports complete vulnerability research workflows from threat intelligence gathering to proof-of-concept discovery.

ESP-IDF FastMCP Server

Enables ESP-IDF firmware development through MCP by providing tools to manage ESP32 targets, serial ports, and project compilation/building operations.

Redshift MCP Server

Enables AI agents to interact with Amazon Redshift databases using natural language to execute queries, list tables, describe schemas, and retrieve sample data.