Melhores servidores MCP para análise de dados (2026)

Estes são os 30 servidores MCP de código aberto mais populares para análise de dados, ordenados por estrelas no GitHub. Cada um leva a uma página com detalhes do repositório, configuração de instalação quando disponível e servidores relacionados.

TrendRadar ★62915 – ⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与
gpt-researcher ★30100 – An autonomous agent that conducts deep research on any data using any LLM providers
Douyin_TikTok_Download_API ★20642 – 🚀 抖音、TikTok 数据采集与无水印视频下载 API，自托管，支持 MCP 调用与 Docker 一键部署。| Self-hosted TikTok & Douyin scraper and no-watermark video do
OpenMetadata ★15480 – The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and busine
nightingale ★13354 – Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.
apify-mcp-server ★11279 – The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, o
firecrawl-mcp-server ★7607 – 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
open-seo-mcp-skills ★5546 – Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI
FinanceToolkit ★5429 – Transparent and Efficient Financial Analysis
code-graph-rag ★5258 – The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowle
tabularis ★5215 – Open-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB,
tradingview-mcp ★5061 – TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor
whodb ★5037 – Where data access meets operational intelligence
google-ads-meta-ads-mcp ★4902 – Google Ads MCP server + Meta Ads MCP (Facebook Ads MCP) + Google Analytics MCP (GA4) + Search Console in one hosted remo
mcp-server-chart ★4397 – 🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
flint-chart ★4370 – 🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, hu
excel-mcp-server ★4241 – Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formu
dbhub ★3651 – Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.
FlyEnv ★3281 – Native local development environment for Windows, macOS & Linux. A modern alternative to XAMPP, MAMP, Laragon and Larave
arxiv-mcp-server ★3218 – A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watche
Silex ★3004 – Silex is an online tool for visually creating static sites with dynamic data. With the free/libre spirit of internet, to
brightdata-mcp ★2677 – A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
webclaw ★2379 – Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API
RPA ★2075 – Browser and desktop automation with an MCP server for AI assistants. Record macros or write JavaScript to automate websi
mcp-memory-service ★2016 – Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph
solana-mcp-vybe ★1898 – Public Solana MCP registry metadata for Vybe Solana API
erd-editor ★1724 – ERD Editor: design database schemas visually, import SQL DDL, GraphQL, DBML and AML, export DDL and code for 22 language
datagouv-mcp ★1602 – Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datase
aoci-code ★1553 – A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch any
data-api-builder ★1526 – Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

Perguntas frequentes

O que é um servidor MCP para análise de dados?

Um servidor MCP (Model Context Protocol) conecta assistentes de IA como Claude, Cursor ou GitHub Copilot no VS Code a ferramentas e dados externos. Os servidores desta página são voltados para análise de dados.

Como esta lista é ordenada?

Por estrelas no GitHub e atividade recente, com dados públicos dos repositórios atualizados em 15 de outubro de 2026.

Como instalo um servidor?

A maioria é adicionada ao arquivo de configuração MCP do seu cliente como um comando npx, uvx ou Docker. Nossos guias para Claude Desktop, Cursor e VS Code mostram o passo a passo.

Guias relacionados

Resumo semanal de MCP – servidores MCP novos e em alta no seu e-mail.