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.
jae-jae/fetcher-mcp
Fetch web page content using a Playwright headless browser, supporting JavaScript rendering, content extraction and Markdown or HTML output.
jae-jae/g-search-mcp
Google search with parallel queries for multiple keywords.
JerryLiu369/agent-web-search
Provider-neutral web search aggregating model grounding (Gemini, Grok, DeepSeek and others) and search APIs such as Exa, Brave, Perplexity and Tavily.
JessieJanie/skim402
Convert any URL into clean Markdown with structured metadata (title, byline, published date, language), paid per use via x402.
jhomen368/overseerr-mcp
Media discovery, requests and management via Overseerr and Seerr for Plex, Jellyfin and Emby.
jlucasmcrell/apify-scrapers
Public data scrapers and lead extractors for Google Maps, Glassdoor, SEC EDGAR and state contractor registries.
joelio/stocky
Search and download royalty-free stock photos from Pexels and Unsplash, with rich metadata and pagination.
johnsmalls22-rgb/domain-search-king-mcp
Domain name search that returns only .com domains verified as available via live Verisign RDAP checks.
juergenkoller-software/pdf-content-search-mcp
Full-text PDF search with Apple Vision OCR via the PDF Content Search app, with date, category, sender and amount filters, wildcards and boolean…
just-every/mcp-read-website-fast
Convert websites to clean Markdown with links preserved, using Mozilla Readability, caching, robots.txt-aware crawling and concurrent fetching.
just-every/mcp-screenshot-website-fast
Capture website screenshots, tiling full pages into 1072x1072 chunks for Claude Vision, with configurable viewports and wait strategies for dynamic…
kagisearch/kagimcp
Search the web with Kagi Search.
kc23go/anybrowse
Scrape, crawl and search the web, converting any URL to LLM-ready Markdown via real Chrome browsers.
keenableai/keenable-mcp
Live web search and clean Markdown page fetching over the Keenable web index.
kehvinbehvin/json-mcp-filter
Query and extract only the needed parts of JSON files to keep LLM context small.
Khamel83/argus
Multi-provider search broker with automatic fallback, RRF ranking, content extraction and budget enforcement.
kimdonghwi94/Web-Analyzer-MCP
Extract clean web content for RAG and answer questions about web pages.
KnockOutEZ/wigolo
Local web search, fetching, crawling, extraction and research, with multi-engine search, local ML reranking, a SQLite cache and JavaScript rendering.
konippi/servo-fetch
Chromium-free web content extraction in a single binary: fetch, render, crawl and screenshot pages with the Servo browser engine.
kshern/mcp-tavily
Search via the Tavily AI search API.
KyuRish/fiverr-mcp-server
Search Fiverr gigs, view seller profiles, compare gig packages and read reviews.
leadbrain/korean-data-mcp
Real-time Korean web data via Apify: Naver place reviews and news, Melon music chart, Daangn and Bunjang listings and Musinsa fashion rankings.
leehanchung/bing-search-mcp
Web search using the Microsoft Bing Search API.
lennney/agent-search-mcp
Search across DuckDuckGo, Sogou, Bing, Baidu, Wikipedia, Startpage, Yandex and Mojeek with waterfall search, multi-source verification and news…
lfnovo/content-core
Extract content from web pages, PDFs, Word documents, YouTube transcripts, audio and video with automatic engine selection and structured JSON output.
Linked-API/linkedapi-mcp
Control LinkedIn accounts and retrieve real-time LinkedIn data.
linxule/mineru-mcp
Parse PDFs, images, DOCX and PPTX via the MinerU document parsing API, with multilingual OCR, batch processing, page ranges and local file upload.
lionkiii/rss-feeds-mcp
Fetch, filter, search and manage RSS feeds by category or source.
litescrape/litescrape-mcp-server
Google Search, Bing, DuckDuckGo, Google Maps, Google AI Mode, AI Overview and Shopping results as JSON.
litportnet/free-proxy-mcp
Verified free HTTP, SOCKS4 and SOCKS5 proxy lists from Litport, filtered by country, anonymity, latency and uptime. Returns records only; no API key…
lucasmartins-ai/lookacrawler
Token-efficient local web crawler with Playwright-based stealth anti-bot bypass.
lulzasaur9192/marketplace-search-mcp
Search TCGPlayer, Reverb and Thumbtack, verify US contractor and nurse licenses, and look up PSA card grading population data.
luminati-io/brightdata-mcp
Discover, extract and interact with the web via Bright Data, one interface for automated access to the public internet.
mambalabsdev/mcp-ai-tooling-detector
Detect whether a company only claims AI, deploys AI tooling on its site or charges for AI, returning an AI maturity tier with supporting evidence.
mambalabsdev/mcp-company-change-event-feed
Monitor company changes across hiring, tech stack, funding, firmographics, and social since the last run. Returns only deltas as typed change events.
mambalabsdev/mcp-company-contact-details-extractor
Find a company's contact page and extract role emails, a phone number and a postal address.
mambalabsdev/mcp-company-firmographic-enricher
Enrich a company domain with firmographics: employee band, industry, HQ, founding year, revenue estimate, logo and description, with source…
mambalabsdev/mcp-company-social-presence-mapper
Map a company domain to its LinkedIn, X, Instagram, Facebook and YouTube profiles and follower counts as flat Clay-ready JSON via an Apify actor.
mambalabsdev/mcp-domain-to-linkedin-url-resolver
Resolve a company domain or name to its LinkedIn company URL, with confidence scoring and firmographic metadata.
mambalabsdev/mcp-event-presence-index
List the third-party conferences and trade shows a company publicly says it attends, with the year of each.
mambalabsdev/mcp-funding-press-signal-scanner
Scan Google News and PR wires for a company's funding rounds, executive moves, launches and acquisitions as deduplicated, dated events in Clay-ready…
mambalabsdev/mcp-github-organization-signal-scanner
Resolve a company domain to its GitHub organization with repository, language and activity signals.
mambalabsdev/mcp-gtm-hiring-signal-scraper
Detect GTM hiring signals on Greenhouse, Lever and Ashby career pages, returning Clay-ready JSON with role counts, signal strength and ATS detection.
mambalabsdev/mcp-gtm-tech-stack-signal-scraper
Detect CRM, sequencer and marketing automation tools from a company domain as boolean GTM tool signals for Clay enrichment.
mambalabsdev/mcp-job-board-keyword-signal-scanner
Scan job boards on five ATS platforms for configurable role categories (GTM, engineering, finance, ops), returning keyword match counts and signal…
mambalabsdev/mcp-review-platform-reputation-enricher
Resolve a company domain to its Trustpilot rating, review count and claimed status.
MarcellM01/TinySearch
Self-hosted web research: SearXNG search with DuckDuckGo fallback, crawling, dense and BM25 reranking and deduplication into a cited,…
Marvy101/pod-mcp
Search firsthand observations agents recorded about products, APIs, services or places, as opposed to documentation claims, and write back new ones.
maxylev/searchfetch
Fault-tolerant, stealth-enabled web search and content fetching.
mikechao/brave-search-mcp
Web, image, news, video and local point-of-interest search using Brave's Search API.
MikkoParkkola/nab
Fetch any URL as clean Markdown, with HTTP/3, JS rendering, anti-fingerprinting, browser cookie auth and 1Password integration.
mikusnuz/gsc-mcp
Google Search Console and Indexing API: search analytics, sitemaps, URL inspection and batch indexing.
MKirovBG/scribefy-mcp
Extract timestamped YouTube transcripts, plus video search, metadata and related videos.
modelcontextprotocol/server-fetch
Web content fetching and processing for AI consumption.
mrslbt/rippr
Extract YouTube transcripts as clean text, with timestamps, or as structured JSON.
n24q02m/wet-mcp
Web search via embedded SearXNG, content extraction and library docs indexing with hybrid FTS5 and semantic search using built-in Qwen3 embeddings.
NameetP/pdfmux
PDF extraction router that classifies each page and routes it to PyMuPDF, Docling, OCR or an LLM fallback, re-extracting pages with low confidence…
newsagentdata/newsagent-mcp
Real-time news with ML enrichment: urgency scoring, political lean and event clustering across many countries.
Newscatcher/catchall-mcp
Recall-first web search that finds relevant events across the open web, beyond the top results.
ni-c/freshrss-mcp
Read and manage a self-hosted FreshRSS instance: feeds, categories, labels, articles, read and star state, and OPML import and export.
nickclyde/duckduckgo-mcp-server
Web search using DuckDuckGo, with content fetching and parsing.
nkapila6/mcp-local-rag
Primitive RAG-like web search that runs locally, without external APIs.
nyxn-ai/NyxDocs
Manage cryptocurrency project documentation across Ethereum, BSC, Polygon and Solana.
OctagonAI/octagon-deep-research-mcp
Deep research agent from Octagon.
omniologynow-rgb/scout-intel-mcp
Web intelligence: SERP analysis, competitor research, market trends, content gap analysis, keyword insights, audience discovery and citation tracking.
Opedd/opedd-mcp
Discover, buy, verify and retrieve licensed expert analysis, with per-article license keys, on-chain proof and EU AI Act Article 53 attestation.
opendatalab/MinerU-Ecosystem
Convert PDFs, Word and PowerPoint files, images and spreadsheets to Markdown via the MinerU document parsing API.
oso95/domain-suite-mcp
Domain lifecycle management across Porkbun, Namecheap, GoDaddy and Cloudflare: availability, registration, DNS, SSL, email auth (SPF, DKIM, DMARC)…
parallel-web/search-mcp
Web search for AI via Parallel.
parallel-web/task-mcp
Deep research and batch task execution via Parallel.
paulieb89/govuk-mcp
Search GOV.UK content, retrieve full government pages, look up organisations and resolve UK postcodes to local authorities. Read-only.
Pearch-ai/mcp_pearch
People search engine for talent discovery.
pepabo/muumuu-domain-mcp
Search and register Muumuu Domain (GMO Pepabo) domains, manage owned domains and contracts, and configure DNS records.
peter-j-thompson/semanticapi-mcp
Natural language API discovery: search API capabilities and get endpoints, auth setup and code snippets, with auto-discovery of new APIs.
Pexafy/pexafy-mcp
Semantic search of free-license stock photos from Unsplash, Pexels, Pixabay and more by scene description, example image or similarity, with…
pgalyen1987/gate402-mcp
Pay-per-call x402 APIs (USDC on Base): LLM inference, GPU and CPU compute, on-chain, DeFi, SEC EDGAR and news data, and web scraping to Markdown.
phpcip/opensolr-mcp
Managed Apache Solr: hybrid BM25 and kNN plus semantic search, document ingestion with server-side embeddings, grounded RAG answers and index…
pragmar/mcp-server-webcrawl
Search and retrieve web crawler data from WARC, wget, Katana, SiteOne and InterroBot crawls.
pranciskus/newsmcp
Real-time world news: events clustered from many sources, classified by topic and geography and ranked by importance.
Prototypr/feedbagel-mcp
Search the Feedbagel RSS catalog, follow feeds and route new entries to webhooks.
qinisolabs/icdwise
ICD-10-CM medical code lookup, validation and reverse search.
quantumproxies/quanticdata-mcp-server
Web data via residential proxies: page scraping to Markdown, SERP search, site crawl and map, ready-made collectors and datasets from plain-language…
quantumproxies/quantumproxies-mcp
Residential-proxy web access: scrape pages to Markdown, SERP search, site mapping and crawling, ready-made collectors, and proxy endpoints from your…
QuentinCody/catalysishub-mcp-server
Unofficial access to the Catalysis Hub database: search and retrieve computational catalysis research and surface reaction data.
qune-tech/ocds-mcp
German public procurement data (OCDS): semantic search, tender matching against company profiles and structured filtering.
r-huijts/opentk-mcp
Search Dutch Parliament (Tweede Kamer) documents, debates, activities and legislative cases, based on the OpenTK project.
reading-plus-ai/mcp-server-deep-research
Autonomous deep research with structured query elaboration and concise reporting.
reflex-search/reflex
Local, offline full-text code search for coding agents using a trigram index over large codebases.
rejifald/StitchAPI
Semantic search over the StitchAPI documentation, returning relevant sections with deep links and full pages.
Rererr/amenbo
Token-efficient web fetching for Japanese sites: outline-first disclosure, Shift_JIS and EUC-JP decoding, PDF and CSV extraction and polite crawling.
retracn/automationnation-mcp
17 data tools backed by Apify Actors: Google Flights and Hotels prices, Google Shopping, News, Images, Videos, Jobs and Trends, YouTube transcripts,…
ricocf/mcp-wolframalpha
Access computational knowledge and data via the Wolfram Alpha API.
robbyczgw-cla/web-search-plus-mcp
Multi-provider web search with automatic routing between Serper, Tavily and Exa.
Role1776/mcp-retrieval
Read-only web search via DuckDuckGo Lite, image search via Bing Images and page-to-Markdown scraping with a readability extractor.
rozetyp/grounder-mcp
Live web grounding for local and cloud LLMs: web search, page fetch, token-capped cited evidence packs and an agentic search-and-read research loop.
rubenayla/partle-mcp
Search products and nearby physical stores to buy locally instead of waiting for delivery.
Savirinc/unfragile-mcp-server
Resolve an agent's intent to the right MCP server across registries, with an invocation-ready snippet and an Ed25519-signed trust passport.
scavio-ai/scavio-mcp
Unified real-time search across Google, YouTube, Amazon, Walmart, Reddit and TikTok for web, e-commerce, product, social media and video data.
scrapeless-ai/scrapeless-mcp-server
Web search via the Scrapeless Google SERP API.
scraperapi/scraperapi-mcp
Web scraping via ScraperAPI with JavaScript rendering, geotargeting, premium proxies and auto-parsing.