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데이터 분석에 좋은 MCP 서버 추천 (2026)

데이터 분석에 많이 쓰이는 오픈소스 MCP 서버 30개를 GitHub 스타 순으로 정리했습니다. 각 항목은 저장소 정보, (README에 있는 경우) 설치 설정, 관련 서버를 담은 페이지로 연결됩니다.

  1. 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
  2. gpt-researcher ★30100 – An autonomous agent that conducts deep research on any data using any LLM providers
  3. 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
  4. OpenMetadata ★15480 – The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and busine
  5. nightingale ★13354 – Open-source, self-hosted alerting for metrics, logs, and databases. Includes a built-in AI agent and MCP server.
  6. 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
  7. firecrawl-mcp-server ★7607 – 🔥 Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.
  8. open-seo-mcp-skills ★5546 – Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI
  9. FinanceToolkit ★5429 – Transparent and Efficient Financial Analysis
  10. code-graph-rag ★5258 – The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowle
  11. tabularis ★5215 – Open-source desktop SQL workspace with 3 built-in database drivers and 16 shipped plugins, including SQL Server, DuckDB,
  12. tradingview-mcp ★5061 – TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor
  13. whodb ★5037 – Where data access meets operational intelligence
  14. 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
  15. mcp-server-chart ★4397 – 🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
  16. flint-chart ★4370 – 🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, hu
  17. excel-mcp-server ★4241 – Excel MCP server: let AI (Claude, Cursor, Codex) create and edit Excel files with charts, PivotTables, slicers and formu
  18. dbhub ★3651 – Token conscious database MCP server for Postgres, MySQL, SQL Server, Oracle, MariaDB, SQLite.
  19. FlyEnv ★3281 – Native local development environment for Windows, macOS & Linux. A modern alternative to XAMPP, MAMP, Laragon and Larave
  20. arxiv-mcp-server ★3218 – A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watche
  21. Silex ★3004 – Silex is an online tool for visually creating static sites with dynamic data. With the free/libre spirit of internet, to
  22. brightdata-mcp ★2677 – A powerful Model Context Protocol (MCP) server that provides an all-in-one solution for public web access.
  23. webclaw ★2379 – Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API
  24. RPA ★2075 – Browser and desktop automation with an MCP server for AI assistants. Record macros or write JavaScript to automate websi
  25. mcp-memory-service ★2016 – Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph
  26. solana-mcp-vybe ★1898 – Public Solana MCP registry metadata for Vybe Solana API
  27. erd-editor ★1724 – ERD Editor: design database schemas visually, import SQL DDL, GraphQL, DBML and AML, export DDL and code for 22 language
  28. datagouv-mcp ★1602 – Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datase
  29. aoci-code ★1553 – A persistent, Git-versioned map of your whole codebase and database schema that coding agents read before they touch any
  30. data-api-builder ★1526 – Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

자주 묻는 질문

데이터 분석용 MCP 서버란 무엇인가요?

MCP(Model Context Protocol) 서버는 Claude, Cursor, VS Code의 GitHub Copilot 같은 AI 어시스턴트를 외부 도구와 데이터에 연결해 줍니다. 이 페이지의 서버들은 데이터 분석에 초점을 맞추고 있습니다.

순위는 어떻게 정하나요?

GitHub 스타 수와 최근 활동을 기준으로 하며, 2026년 10월 15일에 업데이트한 공개 저장소 데이터를 사용합니다.

어떻게 설치하나요?

대부분의 서버는 클라이언트의 MCP 설정 파일에 npx, uvx 또는 Docker 명령을 추가하면 됩니다. Claude Desktop, Cursor, VS Code 설치 가이드에서 단계별로 설명합니다.

관련 가이드

주간 MCP 다이제스트 – 새로 나온 MCP 서버와 인기 서버를 메일로 받아보세요.