Search & Data Extraction MCP Servers

Search & Data Extraction topic — 269 MCP servers, ranked by GitHub stars.

M

modelcontextprotocol/servers

File Systems

Direct local file system access.

★ 91,929 MCP Server
W

wigolo

Search & Research

Local-first web intelligence MCP server for AI coding agents

★ 5,539 MCP Server
E

exa-labs/exa-mcp-server

Search & Research
Official

Connect AI agents to Exa for web search, content fetching, and multi-step research.

★ 5,227 MCP Server
B

blazickjp/arxiv-mcp-server

Search & Research

Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

★ 3,271 MCP Server
T

trieve

Search & Research
Official

Crawl, embed, chunk, search and retrieve information from datasets through Trieve.

★ 2,724 MCP Server
B

brightdata-mcp

Search & Research
Official

Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web

★ 2,721 MCP Server
O

open-webSearch

Search & Research

Multi-engine web search across Bing, Baidu, DuckDuckGo, Brave, Exa and CSDN.

★ 1,901 MCP Server
N

nickclyde/duckduckgo-mcp-server

Search & Research

Web search using DuckDuckGo, with content fetching and parsing.

★ 1,577 MCP Server
B

brave-search-mcp-server

Search & Research

Brave Search MCP Server: web results, images, videos, rich results, AI summaries, and more.

★ 1,567 MCP Server
S

SearXNG Search

Search & Research

MCP server for SearXNG — privacy-respecting web search with pagination, URL reading

★ 1,359 MCP Server
C

CRW Web Scraper

Search & Research
Official

Open-source web scraper for AI agents with scrape, crawl, and map tools

★ 1,244 MCP Server
F

fetcher-mcp

Search & Research

Fetch web page content using a Playwright headless browser, supporting JavaScript rendering, content extraction and Markdown or HTML output.

★ 1,088 MCP Server
K

kagimcp

Search & Research
Official

Search the web with Kagi Search.

★ 563 MCP Server
G

g-search-mcp

Search & Research

Google search with parallel queries for multiple keywords.

★ 272 MCP Server
H

hellokaton/unsplash-mcp-server

Search & Research

Unsplash image search.

★ 239 MCP Server
T

TinySearch

Search & Research

Fast discovery search and self-hosted web research for MCP agents.

★ 236 MCP Server
M

MinerU Open MCP

Search & Research
Official

Parse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API.

★ 229 MCP Server
M

mcp-server-deep-research

Search & Research

Autonomous deep research with structured query elaboration and concise reporting.

★ 215 MCP Server
M

mcp-opennutrition

Search & Research

Local search of foods, nutrition facts and barcodes in the OpenNutrition database.

★ 209 MCP Server
M

mcp-simple-arxiv

Search & Research

Search and read papers from arXiv.

★ 202 MCP Server
S

searxNcrawl

Search & Research

Web search via SearXNG and/or You.com, plus clean Markdown crawling via Crawl4AI. Self-hosted.

★ 189 MCP Server
C

content-core

Search & Research

Extract content from web pages, PDFs, Word documents, YouTube transcripts, audio and video with automatic engine selection and structured…

★ 184 MCP Server
S

SerpApi

Search & Research

Official SerpApi MCP server for Google, Bing, and other search engines.

★ 184 MCP Server Reachable
A

agentql-mcp

Search & Research
Official

Data extraction with AgentQL.

★ 183 MCP Server
S

Search1API

Search & Research
Official

Multi-engine web and platform search, news, Google Maps places, page reading, sitemaps, and trends.

★ 174 MCP Server Requires auth
M

mcp-simple-pubmed

Search & Research

Search and read medical and life sciences papers from PubMed.

★ 171 MCP Server
S

scrapeless-mcp-server

Search & Research
Official

Web search, browser automation, scraping, crawling and CAPTCHA solving for AI agents.

★ 170 MCP Server Requires auth
M

mcp-read-website-fast

Search & Research

Convert websites to clean Markdown with links preserved, using Mozilla Readability, caching, robots.txt-aware crawling and concurrent…

★ 163 MCP Server
S

servo-fetch

Search & Research

Chromium-free web content extraction in a single binary: fetch, render, crawl and screenshot pages with the Servo browser engine.

★ 163 MCP Server
M

mcpsurfr

Search & Research

Local web search with multi-engine deep research and on-device re-ranking. No API keys.

★ 151 MCP Server
A

arxiv-latex-mcp

Search & Research

Get the LaTeX source of arXiv papers to handle mathematical content and equations.

★ 151 MCP Server
M

MCP-searxng

Search & Research

Connect to SearXNG instances.

★ 132 MCP Server
S

server-google-news

Search & Research

Google News via SerpAPI: search headlines, stories and related topics, with automatic topic categorization and multi-language support.

★ 131 MCP Server
M

mikechao/brave-search-mcp

Search & Research

Web, image, news, video and local point-of-interest search using Brave's Search API.

★ 131 MCP Server
V

vectorize-mcp-server

Search & Research
Official

Retrieval, private deep research, file-to-Markdown extraction and text chunking via Vectorize.

★ 116 MCP Server
A

agent-search-mcp

Search & Research

Free-first Chinese and English web search MCP using zero-key sources and inspectable evidence.

★ 113 MCP Server
M

mcp-screenshot-website-fast

Search & Research

Capture website screenshots, tiling full pages into 1072x1072 chunks for Claude Vision, with configurable viewports and wait strategies…

★ 111 MCP Server
D

doc-scraper

Search & Research

Crawl documentation sites into local corpora agents can search, read, and diff fully offline.

★ 109 MCP Server
O

openai-websearch-mcp

Search & Research

Expose OpenAI's built-in web search tool.

★ 94 MCP Server
O

octagon-deep-research-mcp

Search & Research
Official

Deep research agent from Octagon.

★ 94 MCP Server
A

akalaric/mcp-wolframalpha

Search & Research

Access computational knowledge and data via the Wolfram Alpha API.

★ 87 MCP Server
N

naver-search-mcp

Search & Research

Naver Search API integration: blog, news and shopping search plus DataLab analytics.

★ 87 MCP Server
Z

zhsama/duckduckgo-mcp-server

Search & Research

Web search via DuckDuckGo.

★ 87 MCP Server
P

pdfmux

Search & Research

PDF-to-Markdown extraction that audits its own output and flags any extractor's silent drops.

★ 86 MCP Server
M

mcp_zoomeye

Search & Research

Query network asset information from ZoomEye.

★ 83 MCP Server
B

bing-search-mcp

Search & Research

Web search using the Microsoft Bing Search API.

★ 81 MCP Server
C

CN Scraper MCP

Search & Research

MCP server for AI agents to search major Chinese internet platforms with local-first login support.

★ 78 MCP Server
W

Web Researcher MCP

Search & Research

Search the web and primary sources, read pages behind your logins, verify citations. Runs locally.

★ 77 MCP Server
M

mcp-hn

Search & Research

Search Hacker News, get top stories and more.

★ 76 MCP Server
R

reflex

Search & Research

Local, offline full-text code search for coding agents using a trigram index over large codebases.

★ 76 MCP Server
L

Linked API

Search & Research
Official

Manage LinkedIn messages, connections, posts, and profile data through Linked API.

★ 70 MCP Server
L

lilbee

Search & Research

Index files, code and crawled websites and answer with source citations, using its own local models or an existing Ollama or LM Studio…

★ 70 MCP Server
J

job-searchoor

Search & Research

Search job listings with filters for date, keywords, remote work options and more.

★ 65 MCP Server
M

mcp-domain-availability

Search & Research

Check domain availability across many TLDs with DNS and WHOIS verification, bulk checking and name suggestions.

★ 61 MCP Server
W

webpage-screenshot-mcp

Search & Research

Take screenshots of webpages to use as feedback during UI development.

★ 55 MCP Server
S

sifter

Search & Research

Extract typed, schema-defined records from any document and query them in natural language like a database.

★ 54 MCP Server
X

xzxzzx-ai/bilibili-mcp

Search & Research

Bilibili MCP tool for video metadata, transcripts, subtitles, and comment summarization

★ 51 MCP Server
M

mcp-server-tavily

Search & Research

Search via the Tavily AI search API.

★ 50 MCP Server
X

X (Twitter) Trends MCP

Search & Research

Twitter (X) trends over time, with growth for any keyword. Free key at trendsmcp.ai

★ 48 MCP Server
M

mcp-server-webcrawl

Search & Research

Search and retrieve web crawler data from WARC, wget, Katana, SiteOne and InterroBot crawls.

★ 46 MCP Server