Top Search & Data Extraction MCP Servers - Ranked by GitHub Stars

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0xdaef0f/job-searchoor

An MCP server for searching job listings with filters for date, keywords, remote work options, and more.

github.com/0xDAEF0F/job-searchoor

Aas-ee/open-webSearch

Web search using free multi-engine search (NO API KEYS REQUIRED) - Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

github.com/Aas-ee/open-webSearch

ac3xx/mcp-servers-kagi

Kagi search API integration

github.com/ac3xx/mcp-servers-kagi

adawalli/nexus

AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.

github.com/adawalli/nexus

ananddtyagi/webpage-screenshot-mcp

A MCP server for taking screenshots of webpages to use as feedback during UI developement.

github.com/ananddtyagi/webpage-screenshot-mcp

urlbox/urlbox-mcp-server

📇 🏠 A reliable MCP server for generating and managing screenshots, PDFs, and videos, performing AI-powered screenshot analysis, and extracting web content (Markdown, metadata, and HTML) via the [Urlbox](https://urlbox.com) API.

github.com/urlbox/urlbox-mcp-server/

andybrandt/mcp-simple-arxiv

🐍 ☁️ MCP for LLM to search and read papers from arXiv

github.com/andybrandt/mcp-simple-arxiv

andybrandt/mcp-simple-pubmed

🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.

github.com/andybrandt/mcp-simple-pubmed

cameronrye/activitypub-mcp

A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol. Features WebFinger discovery, timeline fetching, instance exploration, and cross-platform support for Mastodon, Pleroma, Misskey, and other ActivityPub servers.

github.com/cameronrye/activitypub-mcp

angheljf/nyt

Search articles using the NYTimes API

github.com/angheljf/nyt

apify/mcp-server-rag-web-browser

An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.

github.com/apify/mcp-server-rag-web-browser

Bigsy/Clojars-MCP-Server

Clojars MCP Server for upto date dependency information of Clojure libraries

github.com/Bigsy/Clojars-MCP-Server

blazickjp/arxiv-mcp-server

Search ArXiv research papers

github.com/blazickjp/arxiv-mcp-server

cameronrye/gopher-mcp

Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. Features dual protocol support, TLS security, and structured content extraction.

github.com/cameronrye/gopher-mcp

chanmeng/google-news-mcp-server

Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).

github.com/ChanMeng666/server-google-news

chasesaurabh/mcp-page-capture

MCP server that captures webpage screenshots, with viewport or full-page options and base64 PNG output.

github.com/chasesaurabh/mcp-page-capture

ConechoAI/openai-websearch-mcp

This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.

github.com/ConechoAI/openai-websearch-mcp/

DappierAI/dappier-mcp

Enable fast, free real-time web search and access premium data from trusted media brands-news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.

github.com/DappierAI/dappier-mcp

deadletterq/mcp-opennutrition

Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.

github.com/deadletterq/mcp-opennutrition

dealx/mcp-server

MCP Server for DealX platform

github.com/DealExpress/mcp-server

devflowinc/trieve

🎖️ 📇 ☁️ 🏠 - Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)

github.com/devflowinc/trieve/tree/main/clients/mcp-server

Dumpling-AI/mcp-server-dumplingai

🎖️ 📇 ☁️ - Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)

github.com/Dumpling-AI/mcp-server-dumplingai

emicklei/melrose-mcp

Plays [Melrōse](https://melrōse.org) music expressions as MIDI

github.com/emicklei/melrose-mcp

erithwik/mcp-hn

An MCP server to search Hacker News, get top stories, and more.

github.com/erithwik/mcp-hn

exa-labs/exa-mcp-server

🎖️ 📇 ☁️ – A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.

github.com/exa-labs/exa-mcp-server

fatwang2/search1api-mcp

Search via search1api (requires paid API key)

github.com/fatwang2/search1api-mcp

format37/youtube_mcp

MCP server that transcribes YouTube videos to text. Uses yt-dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube captions. Provide a YouTube URL and get back the full transcript splitted by chunks for long videos.

github.com/format37/youtube_mcp

gemy411/multi-research-agents

a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general case.

github.com/gemy411/multi-agents-research

genomoncology/biomcp

Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.

github.com/genomoncology/biomcp

hbg/mcp-paperswithcode

🐍 ☁️ MCP to search through PapersWithCode API

github.com/hbg/mcp-paperswithcode

hellokaton/unsplash-mcp-server

) 🐍 ☁️ - A MCP server for Unsplash image search.

github.com/hellokaton/unsplash-mcp-server

Himalayas-App/himalayas-mcp

Access tens of thousands of remote job listings and company information. This public MCP server provides real-time access to Himalayas' remote jobs database.

github.com/Himalayas-App/himalayas-mcp

Ihor-Sokoliuk/MCP-SearXNG

📇 🏠/☁️ - A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)

github.com/ihor-sokoliuk/mcp-searxng

isnow890/naver-search-mcp

MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.

github.com/isnow890/naver-search-mcp

jae-jae/fetcher-mcp

MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.

github.com/jae-jae/fetcher-mcp

jae-jae/g-search-mcp

A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

github.com/jae-jae/g-search-mcp

joelio/stocky

An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.

github.com/joelio/stocky

just-every/mcp-read-website-fast

Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching.

github.com/just-every/mcp-read-website-fast

just-every/mcp-screenshot-website-fast

Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processing with configurable viewports and wait strategies for dynamic content.

github.com/just-every/mcp-screenshot-website-fast

kagisearch/kagimcp

Official Kagi Search MCP Server

github.com/kagisearch/kagimcp

kehvinbehvin/json-mcp-filter

Stop bloating your LLM context. Query & Extract only what you need from your JSON files.

github.com/kehvinbehvin/json-mcp-filter

kshern/mcp-tavily

Tavily AI search API

github.com/kshern/mcp-tavily.git

leehanchung/bing-search-mcp

Web search capabilities using Microsoft Bing Search API

github.com/leehanchung/bing-search-mcp

lfnovo/content-core

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

github.com/lfnovo/content-core