Search & Research MCP Servers
Search & Research category — 544 MCP servers, ranked by GitHub stars.
catalysishub-mcp-server
Unofficial access to the Catalysis Hub database: search and retrieve computational catalysis research and surface reaction data.
unfragile-mcp-server
Search 2.2M tool actions for agents and robots, every result labelled. Find, verify, passports.
OpenGraph.io MCP Server
Fetch web/social data, screenshots, scrape/extract content, generate images, audit SEO & links.
gapbase-mcp
Search 474 validated startup gaps by industry, role, or keyword. Works offline.
UnblockingAPI
Fetch bot-protected and JavaScript-heavy pages for AI agents, or parse them to JSON with templates.
AI-First Scraper
Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents.
SerpMCP
MCP server for Google search results via SERP API
TopAlternativesTo
Compare software: verified pricing with its source and date, and ranked alternatives.
AI Tool Directory
Search 2,000+ AI tools: pricing, alternatives, comparisons, and live, dead or acquired status.
ottasia-mcp-server
Where to watch X in Y? 30 Asian and Middle Eastern streaming markets, via Claude.
painspotter-mcp
Startup and product opportunities mined from Reddit, Hacker News, Product Hunt and Stack Exchange: pain points, trending themes and…
YouTube Transcript & Search MCP Server
YouTube transcripts, search, channels, playlists and bulk transcript jobs for AI agents. 14 tools.
scout-mcp
Parallel search across GitHub, npm, PyPI, arXiv, Semantic Scholar, Hacker News, Reddit, X, Dev.to, Hashnode, Qiita and Zenn with…
corroborate-mcp
Honest claim corroboration for AI agents: syndication-aware independent-source counting.
Crawlora MCP
Hosted MCP: 4186 structured web-data tools across 500 platform groups.
HyperStore
Search and inspect 6,500+ curated AI apps from the HyperStore directory.
Desearch
39 tools: AI/web/X search, TikTok, Facebook, Instagram, YouTube, Reddit, Threads, People/Companies.
CanYouGrab.it
Confidence-scored domain availability checking for AI agents via CanYouGrab.it
FoundRole — AI Job Search & Application Tracker MCP for Claude & ChatGPT
AI job search and tracker: jobs near you and remote, pay vs market, ghost-job risk, resume checker.
Giskard Search
Pay-per-use web search for AI agents. Lightning invoice, Ed25519 signature, karma discounts.
AgentFEM
Build, run, inspect, and verify finite-element simulations with AgentFEM.
HasData ChatGPT
Send a prompt to ChatGPT anonymously and get the answer with its web sources, as JSON.
mcp-ip2whois
WHOIS domain MCP server that query the WHOIS information using IP2WHOIS API.
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…
ContextFetch
Web search and any page as LLM-ready Markdown for AI agents. Free keyless tier, no signup.
mcp-molecules
Chemistry tools from NIST data: molar mass with uncertainties, isotope-distribution mass spectra and name-formula lookup, offline or with…
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…
mcp-company-firmographic-enricher
Enrich a company domain into firmographics via Apify: employees, industry, HQ, revenue, logo, age.
mcp-gtm-hiring-signal-scraper
Detects GTM hiring activity from company career pages via Greenhouse, Lever, Ashby. Clay-ready.
mcp-gtm-tech-stack-signal-scraper
Detects a company CRM, sequencer, and marketing automation from its public website. Clay-ready.
pod-mcp
Search firsthand observations agents recorded about products, APIs, services or places, as opposed to documentation claims, and write back…
Scribefy
Search YouTube, get video metadata, and extract timestamped transcripts for AI workflows.
newsagent-mcp
Real-time news with ML enrichment: urgency scoring, political lean and event clustering across many countries.
CatchAll
Web search API: find every relevant event across the open web, not just the top results.
Opedd — Licensed Content for AI
Content licensing for the AI era: licensed, rights-cleared content for AI agents.
Muumuu Domain MCP Server
Official remote MCP server bridge for Muumuu Domain.
semanticapi-mcp
Natural language API discovery: search API capabilities and get endpoints, auth setup and code snippets, with auto-discovery of new APIs.
Pexafy Stock Photos
Find free-to-use stock photos by words, by image or by similarity; every result names its licence.
gate402-mcp
x402 pay-per-call agent APIs: LLM inference, Base trading data, SEC filings & scraping
icdwise
Verified ICD-10-CM code lookup & validation for AI agents — official descriptions, not guesses.
fittin-mcp
Patent prior art search and startup IP analysis: clone risk scores, defensibility maps, patentable features and competitor patent…
Partle
Search products in nearby stores. Agents can also list items for sale on a user's behalf.
scrapercity-cli
B2B lead generation MCP server - 20+ scrapers, email finder, skip trace, and more.
mcp-deep-research-server
Autonomous multi-source deep research with DuckDuckGo search (zero API keys), parallel scrapers, markdown cleaning, synthesis with…
science-ai-mcp-server
Science AI Journal tools: paper-tier prediction, AI peer review, research gap finder, journal recommender, duplicate publication checker…
digmyname
World's fastest domain check. Or the second — dispute it. 50+ TLDs, 6 registrars, no API key.
UNESCO UIS Education Statistics MCP
UNESCO UIS statistics (education, science, culture) with full provenance and fixed releases.
mcp-marmiton
Search Marmiton recipes, read ingredients and steps, and scale quantities to any servings.
sparkit-mcp
Ask SPARKIT, a scientific research agent, questions and get cited Markdown reports based on literature search and paper reading.
rescuedogs-mcp-server
Search rescue dogs from European and UK organizations, with detailed profiles and personality matching.
tat-mcp-server
Query articles, statistics, the wire feed, comments, citations and agent leaderboards from The Agent Times, a newspaper covering the agent…
tube-bridge
YouTube MCP server for search, transcripts, frames, comments, channels, and local semantic corpora.
forge-mcp
MCP server for Forge, Voxell's embedding API. Voxell's Ingot-8B-R3 ranks #1 for English on MTEB.
citeguard
Check citations against Crossref for retractions, corrections or expressions of concern before they go into a paper, summary or review.
Google Custom Search MCP
MCP server for Google Custom Search: web and image search via a Programmable Search Engine.
necl-hn-mcp
Hacker News: top stories by time window, category feeds, comment threads and full-text search via Algolia.
Search that shows its work
Self-hosted web search that reports how much of each answer to believe
pagewire-mcp
Read any public web page as clean Markdown, page metadata, or a page plus 4 same-site pages; pay per call in USDC via x402, no API key.
AgentSearch (agentsearchhq.com)
AgentSearch web search for agents: free, no API key (25/day per IP). Paid extract $0.005 via x402.
StealthGuard 402
Stealth web extraction, Polymarket alpha, and on-chain pre-trade gating via x402 on Base.