Search & Data Extraction MCP Servers
Search & Data Extraction topic — 250 MCP servers, ranked by GitHub stars.
Firecrawl MCP Server
MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.
wigolo
Local-first web intelligence MCP server for AI coding agents
exa-mcp-server
Connect AI agents to Exa for web search, content fetching, and multi-step research.
arxiv-mcp-server
Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.
trieve
Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)
brightdata-mcp
Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web
open-webSearch
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.
duckduckgo-mcp-server
Web search using DuckDuckGo
brave-search-mcp-server
Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.
SearXNG Search
MCP server for SearXNG — privacy-respecting web search with pagination, URL reading
fetcher-mcp
MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content…
CRW Web Scraper
Open-source web scraper for AI agents with scrape, crawl, and map tools
biomcp
Biomedical research MCP server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
kagimcp
Official Kagi Search MCP Server
g-search-mcp
A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.
unsplash-mcp-server
) 🐍 ☁️ - A MCP server for Unsplash image search.
TinySearch
Fast discovery search and self-hosted web research for MCP agents.
MinerU Open MCP
Parse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API.
mcp-server-deep-research
MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
mcp-opennutrition
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
mcp-simple-arxiv
MCP for LLM to search and read papers from arXiv
agentql-mcp
MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities.
content-core
Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word…
SerpApi
Official SerpApi MCP server for Google, Bing, and other search engines.
Search1API
Web search, news, page retrieval, sitemaps, and trending topics through Search1API.
mcp-simple-pubmed
MCP to search and read medical / life sciences papers from PubMed.
scrapeless-mcp-server
Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.
mcp-read-website-fast
Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla…
servo-fetch
Chromium-free web content extraction in a single binary. Fetch, render, crawl, and screenshot powered by the Servo browser engine with a…
arxiv-latex-mcp
Get the LaTeX source of arXiv papers to handle mathematical content and equations
mcp-local-rag
"primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.
MCP-searxng
An MCP Server to connect to searXNG instances
server-google-news
Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including…
brave-search-mcp
Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
agent-search-mcp
Free-first Chinese and English web search MCP using zero-key sources and inspectable evidence.
mcp-screenshot-website-fast
Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI…
vectorize-mcp-server
[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text…
doc-scraper
Crawl documentation sites into local corpora agents can search, read, and diff fully offline.
openai-websearch-mcp
This is a Python-based MCP server that provides OpenAI `web_search` built-in tool.
octagon-deep-research-mcp
Lightning-Fast, High-Accuracy Deep Research Agent
duckduckgo-mcp-server
This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.
mcp-wolframalpha
An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.
naver-search-mcp
MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.
pdfmux
PDF-to-Markdown extraction that audits its own output and flags any extractor's silent drops.
mcp_zoomeye
Querying network asset information by ZoomEye MCP Server
bing-search-mcp
Web search capabilities using Microsoft Bing Search API
mcp-hn
An MCP server to search Hacker News, get top stories, and more.
reflex
Local full-text code search for AI coding agents. Trigram-indexed, sub-100ms queries across large codebases, offline, 18 languages.
linkedapi-mcp
MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.
job-searchoor
An MCP server for searching job listings with filters for date, keywords, remote work options, and more.
Web Researcher MCP
Your AI research assistant that cites real sources and stays honest
mcp-domain-availability
A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS…
webpage-screenshot-mcp
A MCP server for taking screenshots of webpages to use as feedback during UI developement.
lilbee
Runs and manages its own local models, or uses your existing Ollama or LM Studio if you prefer. Indexes your files and code, crawls the…
sifter
Structure any document, query it like a database. Open-source extraction engine that turns any document into typed, schema-defined…
mcp-server-tavily
Tavily AI search API
CN Scraper MCP
MCP server for AI agents to search major Chinese internet platforms with local-first login support.
mcp-server-webcrawl
Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.
mcp-servers-kagi
Kagi search API integration
WebScraping.AI
Web scraping tools with Chromium JS rendering, rotating proxies, and AI question answering.