Discover Awesome MCP Servers

MCP-Agg: Multi-Channel Platform Aggregator

Servidor agregado MCP

MCP Harbor

Uma aplicação Node.js que fornece um servidor Model Context Protocol para interagir com o registro de contêineres Harbor, suportando operações para projetos, repositórios, tags e gráficos Helm.

Pandora's Shell

Servidor MCP permitindo que assistentes de IA executem comandos de terminal através de uma interface de shell segura.

Mcp Api

mcp client and server

Deno 2 Playwright Model Context Protocol Server Example

Espelho de

Memory MCP Server

Mirror of

Gemini Flash MCP - Image Generation for Roo Code

MCP server for Google Gemini 2.0 Flash image generation

mcp-excel

MCP server to give client the ability to read Excel files

Database MCP Server

Um servidor de Protocolo de Contexto de Modelo que fornece ferramentas para conectar e interagir com vários sistemas de banco de dados (SQLite, PostgreSQL, MySQL/MariaDB, SQL Server) através de uma interface unificada.

MCP (Model Context Protocol) Research

Okay, here's a translation of your request into Portuguese, along with some suggestions on how to find information about Model Context Protocol (MCP) servers and implementations: **Translation:** **Português:** Pesquisa e documentação sobre servidores e implementações do Protocolo de Contexto de Modelo (MCP). **Explanation and Search Strategies:** The translation is straightforward. Now, let's talk about finding the information you need. Since "Model Context Protocol" (MCP) is a relatively specific term, here's a breakdown of how to approach your research: 1. **Clarify the Context:** The most important thing is to understand *which* "Model Context Protocol" you're interested in. "Model Context Protocol" is a generic-sounding term, and it's possible it's used in different fields with different meanings. Consider: * **What kind of models are you working with?** (e.g., machine learning models, simulation models, data models, architectural models) * **What is the purpose of the context?** (e.g., versioning, provenance tracking, access control, model deployment) * **Where did you encounter this term?** (e.g., a specific software library, a research paper, a company's documentation) Knowing the context will drastically narrow your search. 2. **Search Engines (Google, DuckDuckGo, etc.):** * **Start with the exact phrase:** `"Model Context Protocol"` * **Add keywords related to your context:** For example: * `"Model Context Protocol" machine learning` * `"Model Context Protocol" simulation` * `"Model Context Protocol" deployment` * `"Model Context Protocol" provenance` * `"Model Context Protocol" [Name of a specific software tool or library]` * **Look for academic papers:** Try searching on Google Scholar (`scholar.google.com`) with the same keywords. * **Search for open-source projects:** GitHub, GitLab, and similar platforms are good places to look for implementations. Use search terms like: * `"Model Context Protocol" github` * `"MCP server" github` * `"MCP implementation" github` 3. **Specific Software/Framework Documentation:** * If you're using a particular software framework or library, *start with its official documentation*. The MCP might be a feature or component within that system. Look for sections on: * Model management * Version control * Deployment * Metadata * Provenance 4. **Research Papers and Publications:** * **IEEE Xplore, ACM Digital Library, ScienceDirect:** These are databases of academic publications. Use your keywords to search for relevant papers. Pay attention to the abstracts and introductions to see if the paper describes an MCP that matches your needs. 5. **Community Forums and Mailing Lists:** * **Stack Overflow, Reddit (subreddits related to your field), specialized forums:** Search these platforms to see if anyone has discussed MCP in the context you're interested in. You can also ask your own question, providing as much context as possible. 6. **Company Websites:** * If you suspect a specific company is involved, check their website for documentation, white papers, or blog posts related to model management or deployment. **Example Search Terms (in Portuguese):** Here are some example search terms you can use in Portuguese, based on the above strategies: * `"Protocolo de Contexto de Modelo"` * `"Protocolo de Contexto de Modelo" aprendizado de máquina` (machine learning) * `"Servidor MCP"` * `"Implementação MCP"` * `"Gerenciamento de modelos"` (model management) * `"Controle de versão de modelos"` (model version control) * `"Implantação de modelos"` (model deployment) * `"Metadados de modelos"` (model metadata) * `"Proveniência de modelos"` (model provenance) **Important Considerations:** * **The term might be used informally:** It's possible that "Model Context Protocol" isn't a formally defined standard. It might be a term used internally within a specific project or organization. In this case, finding documentation will be more challenging. * **Look for related concepts:** If you can't find anything directly related to "Model Context Protocol," try searching for related concepts like: * Model registries * Model catalogs * Metadata management systems * Provenance tracking systems Good luck with your research! Provide more context if you can, and I can give you more specific advice.

Venice AI Image Generator MCP Server

Testando a funcionalidade do servidor MCP Venice e Gemini (imagens).

MCP Server: VS Code Extensions Installer

MCP tool for automatically installing VS Code extensions in Cursor

LibreChat MCP Servers

Instructions for setting up SuperGateway MCP servers in docker containers for docker deployments of LibreChat

Script Tool

Servidor MCP para executar script.

Fillout.io MCP Server

Permite o gerenciamento de formulários, o tratamento de respostas e a análise de dados através da API Fillout.io para interações e insights aprimorados com formulários.

MCP Tools

Mirror of

MCP GitHub

Repository created using GitHub MCP server

Data BI MCP Server

Um servidor MCP (Protocolo de Contexto de Modelo) para transformação de dados e gráficos de BI permitirá que assistentes de IA se conectem às suas fontes de dados, transformem dados e gerem visualizações de alta qualidade por meio de solicitações em linguagem natural.

Bishop MCP (Master Control Program)

This is an advanced MCP Server script I have developed and would like to share.

Rootly MCP Server

Mirror of

WIP: MCP Server Superset

Um servidor de Protocolo de Contexto de Modelo que permite que grandes modelos de linguagem interajam com bancos de dados Apache Superset através de API REST, suportando consultas de banco de dados, pesquisa de tabelas, recuperação de informações de campos e execução de SQL.

Microsoft SQL Server MCP Server

Espelho de

Google Analytics MCP Server

Espelho de

MCP Server

(STDIO) Model Context Protocol (MCP) servers designed for local execution

mcp-server-proxy

Converts MCP protocol's SSE transport layer to a standard HTTP request/response.

Coinmarket MCP server

Mirror of