Search & Data Extraction – MCP servers
252 MCP servers in the category Search & Data Extraction. Open-source Model Context Protocol (MCP) servers that let AI assistants and agents use external tools and data. Entries come from the community list awesome-mcp-servers; we have not tested each server, so check the repository before you install one.
scrapercity/scrapercity-cli
B2B lead generation: Apollo and Google Maps data, email finding and validation, mobile number lookup, skip tracing and ecommerce store data.
searchcraft-inc/searchcraft-mcp-server
Manage Searchcraft clusters, create search indexes, generate an index from a data file and import data from a feed or local JSON file.
SecretiveShell/MCP-searxng
Connect to SearXNG instances.
securecoders/opengraph-io-mcp
OpenGraph.io API: extract OG metadata, take screenshots, scrape web content, query sites with AI and generate branded images and social cards.
Seomarlboro/digmyname
Domain availability checks, registrar price comparison and domain age lookups across many TLDs.
serkan-ozal/driflyte-mcp-server
Query and retrieve topic-specific knowledge from recursively crawled and indexed web pages via Driflyte.
serpapi/serpapi-mcp
Search results from Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay and more via SerpApi, plus real-time weather and stock market data.
serpdive/serpdive-mcp
Web search returning extracted page content (URL, title, date, text) instead of links, with automatic localization and an optional synthesized answer.
shariqriazz/google-ai-search-mcp
Search, documentation retrieval, code analysis and architecture research powered by Google's Vertex AI or the Gemini API.
shopsavvy/shopsavvy-mcp-server
ShopSavvy product and price data: search by barcode, ASIN or URL, get product details, compare retailer prices and track price history.
sifter-ai/sifter
Extract typed, schema-defined records from any document and query them in natural language like a database.
smeet666/mcp-animenewsnetwork
Search the Anime News Network encyclopedia for anime and manga, read cast, staff, episodes and studios as compact rows, and follow the news wire.
smeet666/mcp-ashby
Search companies' public Ashby job boards: resolve a company to its board, filter openings, read full postings and compare published pay ranges.
smeet666/mcp-bbc-goodfood
Search BBC Good Food recipes, read them in the original or US version, see accepted search facet values and rescale to any number of people.
smeet666/mcp-marmiton
Search Marmiton recipes, read ingredients and steps, and rescale quantities to any number of servings.
smeet666/mcp-pequerecetas
Read Spanish family recipes from Pequerecetas, rescale servings and browse by diet, main ingredient, appliance or age group from six months up.
smeet666/mcp-ptitchef
Search Ptitchef recipes, browse ingredient categories, read ingredients, method, cost and nutrition, find dishes from fridge contents and rescale…
smeet666/mcp-recipes
Query Marmiton and the Wikibooks Cookbook together to compare recipes, and scale French and English ingredient lists, flagging what cannot be scaled.
smeet666/mcp-supertoinette
Read Supertoinette's French recipes: ingredients, steps, difficulty, cost, resting time and wine pairings, and rescale to any number of people.
smeet666/mcp-wikibooks-cookbook
Search recipes in the English Wikibooks Cookbook, read ingredients and steps, and rescale quantities.
srezai-team/srezai-mcp
Web and image search, page reading as Markdown, browser-rendered screenshots, schema-based extraction and deep research, with strong Russian web…
Sriram-PR/doc-scraper
Crawl documentation sites into local Markdown or JSONL corpora and serve them with offline BM25 search, page reads, freshness checks and crawl diffs.
ssatama/rescuedogs-mcp-server
Search rescue dogs from European and UK organizations, with detailed profiles and personality matching.
takashiishida/arxiv-latex-mcp
Get the LaTeX source of arXiv papers to handle mathematical content and equations.
talonicdev/talonic-mcp
Schema-validated extraction of structured fields from PDFs, scans, images and forms, with searchable memory of past extractions.
telly6/searchpin
Multi-engine parallel web search with re-ranking that works within China's network without a proxy or VPN.
the0807/GeekNews-MCP-Server
Retrieve and process news from GeekNews.
theagenttimes/tat-mcp-server
Query articles, statistics, the wire feed, comments, citations and agent leaderboards from The Agent Times, a newspaper covering the agent economy.
tianqitang1/enrichr-mcp-server
Gene set enrichment analysis using the Enrichr API.
tinyfish-io/agentql-mcp
Data extraction with AgentQL.
tobocop2/lilbee
Index files, code and crawled websites and answer with source citations, using its own local models or an existing Ollama or LM Studio setup.
Tomatio13/mcp-server-tavily
Search via the Tavily AI search API.
ToolTrace-io/mcp-server
Web page data: scrape to Markdown, extract metadata, links and JSON-LD, audit on-page SEO, detect tech stacks and validate XML sitemaps.
trendsmcp-ai/Trends-MCP
Live trend data from Google, TikTok, YouTube, Amazon, Reddit, npm, Steam and other sources.
urlbox/urlbox-mcp-server
Generate and manage screenshots, PDFs and videos, analyze screenshots with AI and extract web content as Markdown, metadata or HTML via the Urlbox…
us/crw
Self-hostable web crawler and search API (fastCRW): scraping, crawling, site mapping and SearXNG-backed search.
usestring/string-ai-mcp
Search the web, fetch URLs and map sites as clean Markdown, getting past anti-bot blocks.
vectorize-io/vectorize-mcp-server
Retrieval, private deep research, file-to-Markdown extraction and text chunking via Vectorize.
Vincentwei1021/agent-toolbox
Web search, content extraction, screenshots, weather, finance, email validation, translation, news, GeoIP, WHOIS, DNS, PDF extraction and QR codes.
vitorpavinato/ncbi-mcp-server
NCBI and PubMed literature search with analytics, caching, MeSH integration, related article discovery and batch processing for life sciences…
VoxellInc/forge-mcp
Generate vector embeddings for semantic search and RAG with Forge, Voxell's text-embedding API, including Matryoshka truncation.
wd041216-bit/free-web-search-ultimate
Web search across DuckDuckGo, Bing, Google, Brave, Wikipedia, arXiv, YouTube and Reddit with deep page browsing. Instructs LLMs to search before…
webscraping-ai/webscraping-ai-mcp-server
Web data extraction and scraping via WebScraping.ai.
WhaleCupl/ai-daily-insights-mcp
List, fetch and full-text search structured daily AI news from AI Daily Insights, a Chinese AI-industry briefing.
whw23/searxng-http-mcp
Self-contained SearXNG in Docker: metasearch across many engines and categories with multi-page fanout, autocomplete, engine discovery and a Web UI…
XZXZZX-Ai/bilibili-mcp
Local-first Bilibili MCP server for video metadata, subtitles and structured transcripts, chapters, popular comments, and optional local ASR…
yamanoku/baseline-mcp-server
Search Baseline status using the Web Platform API.
yubinkim444/ai-first-scraper-mcp
Ad-free web scraping and search as clean Markdown: fetch pages singly or in parallel batches, and search the web for top-k pages.
zhsama/duckduckgo-mcp-server
Web search via DuckDuckGo.
zlatkoc/youtube-summarize
Fetch YouTube transcripts in text, JSON, SRT or WebVTT format and in multiple languages, and optionally summarize them.
zoharbabin/web-researcher-mcp
Web search via Google, Brave, Serper, SearXNG and SearchAPI.io, multi-tier content extraction, academic and patent search, and multi-source research.
zoomeye-ai/mcp_zoomeye
Query network asset information from ZoomEye.