Search & Research MCP Servers

Search & Research category — 544 MCP servers, ranked by GitHub stars.

C

catalysishub-mcp-server

Search & Research

Unofficial access to the Catalysis Hub database: search and retrieve computational catalysis research and surface reaction data.

★ 2 MCP Server
U

unfragile-mcp-server

Search & Research

Search 2.2M tool actions for agents and robots, every result labelled. Find, verify, passports.

★ 2 MCP Server
O

OpenGraph.io MCP Server

Search & Research

Fetch web/social data, screenshots, scrape/extract content, generate images, audit SEO & links.

★ 2 MCP Server Requires auth
G

gapbase-mcp

Search & Research

Search 474 validated startup gaps by industry, role, or keyword. Works offline.

★ 2 MCP Server
U

UnblockingAPI

Search & Research
Official

Fetch bot-protected and JavaScript-heavy pages for AI agents, or parse them to JSON with templates.

★ 2 MCP Server Reachable
A

AI-First Scraper

Search & Research

Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents.

★ 2 MCP Server
S

SerpMCP

Search & Research

MCP server for Google search results via SERP API

★ 1 MCP Server Requires auth
T

TopAlternativesTo

Search & Research

Compare software: verified pricing with its source and date, and ranked alternatives.

★ 1 MCP Server
A

AI Tool Directory

Search & Research

Search 2,000+ AI tools: pricing, alternatives, comparisons, and live, dead or acquired status.

★ 1 MCP Server
O

ottasia-mcp-server

Search & Research

Where to watch X in Y? 30 Asian and Middle Eastern streaming markets, via Claude.

★ 1 MCP Server
P

painspotter-mcp

Search & Research

Startup and product opportunities mined from Reddit, Hacker News, Product Hunt and Stack Exchange: pain points, trending themes and…

★ 1 MCP Server
Y

YouTube Transcript & Search MCP Server

Search & Research
Official

YouTube transcripts, search, channels, playlists and bulk transcript jobs for AI agents. 14 tools.

★ 1 MCP Server Reachable
S

scout-mcp

Search & Research

Parallel search across GitHub, npm, PyPI, arXiv, Semantic Scholar, Hacker News, Reddit, X, Dev.to, Hashnode, Qiita and Zenn with…

★ 1 MCP Server
C

corroborate-mcp

Search & Research

Honest claim corroboration for AI agents: syndication-aware independent-source counting.

★ 1 MCP Server
C

Crawlora MCP

Search & Research

Hosted MCP: 4186 structured web-data tools across 500 platform groups.

★ 1 MCP Server
H

HyperStore

Search & Research

Search and inspect 6,500+ curated AI apps from the HyperStore directory.

★ 1 MCP Server
D

Desearch

Search & Research
Official

39 tools: AI/web/X search, TikTok, Facebook, Instagram, YouTube, Reddit, Threads, People/Companies.

★ 1 MCP Server Reachable
C

CanYouGrab.it

Search & Research

Confidence-scored domain availability checking for AI agents via CanYouGrab.it

★ 1 MCP Server
F

FoundRole — AI Job Search & Application Tracker MCP for Claude & ChatGPT

Search & Research

AI job search and tracker: jobs near you and remote, pay vs market, ghost-job risk, resume checker.

★ 1 MCP Server Requires auth
G

Giskard Search

Search & Research

Pay-per-use web search for AI agents. Lightning invoice, Ed25519 signature, karma discounts.

★ 1 MCP Server
A

AgentFEM

Search & Research

Build, run, inspect, and verify finite-element simulations with AgentFEM.

★ 1 MCP Server
H

HasData ChatGPT

Search & Research

Send a prompt to ChatGPT anonymously and get the answer with its web sources, as JSON.

★ 1 MCP Server Reachable
M

mcp-ip2whois

Search & Research

WHOIS domain MCP server that query the WHOIS information using IP2WHOIS API.

★ 1 MCP Server
P

pdf-content-search-mcp

Search & Research

Full-text PDF search with Apple Vision OCR via the PDF Content Search app, with date, category, sender and amount filters, wildcards and…

★ 1 MCP Server
C

ContextFetch

Search & Research
Official

Web search and any page as LLM-ready Markdown for AI agents. Free keyless tier, no signup.

★ 1 MCP Server Reachable
M

mcp-molecules

Search & Research

Chemistry tools from NIST data: molar mass with uncertainties, isotope-distribution mass spectra and name-formula lookup, offline or with…

★ 1 MCP Server
K

korean-data-mcp

Search & Research

Real-time Korean web data via Apify: Naver place reviews and news, Melon music chart, Daangn and Bunjang listings and Musinsa fashion…

★ 1 MCP Server
M

mcp-company-firmographic-enricher

Search & Research

Enrich a company domain into firmographics via Apify: employees, industry, HQ, revenue, logo, age.

★ 1 MCP Server
M

mcp-gtm-hiring-signal-scraper

Search & Research

Detects GTM hiring activity from company career pages via Greenhouse, Lever, Ashby. Clay-ready.

★ 1 MCP Server
M

mcp-gtm-tech-stack-signal-scraper

Search & Research

Detects a company CRM, sequencer, and marketing automation from its public website. Clay-ready.

★ 1 MCP Server
P

pod-mcp

Search & Research
Official

Search firsthand observations agents recorded about products, APIs, services or places, as opposed to documentation claims, and write back…

★ 1 MCP Server
S

Scribefy

Search & Research
Official

Search YouTube, get video metadata, and extract timestamped transcripts for AI workflows.

★ 1 MCP Server
N

newsagent-mcp

Search & Research

Real-time news with ML enrichment: urgency scoring, political lean and event clustering across many countries.

★ 1 MCP Server
C

CatchAll

Search & Research

Web search API: find every relevant event across the open web, not just the top results.

★ 1 MCP Server Reachable
O

Opedd — Licensed Content for AI

Search & Research

Content licensing for the AI era: licensed, rights-cleared content for AI agents.

★ 1 MCP Server Reachable
M

Muumuu Domain MCP Server

Search & Research
Official

Official remote MCP server bridge for Muumuu Domain.

★ 1 MCP Server Requires auth
S

semanticapi-mcp

Search & Research

Natural language API discovery: search API capabilities and get endpoints, auth setup and code snippets, with auto-discovery of new APIs.

★ 1 MCP Server
P

Pexafy Stock Photos

Search & Research

Find free-to-use stock photos by words, by image or by similarity; every result names its licence.

★ 1 MCP Server
G

gate402-mcp

Search & Research

x402 pay-per-call agent APIs: LLM inference, Base trading data, SEC filings & scraping

★ 1 MCP Server
I

icdwise

Search & Research

Verified ICD-10-CM code lookup & validation for AI agents — official descriptions, not guesses.

★ 1 MCP Server
F

fittin-mcp

Search & Research

Patent prior art search and startup IP analysis: clone risk scores, defensibility maps, patentable features and competitor patent…

★ 1 MCP Server
P

Partle

Search & Research

Search products in nearby stores. Agents can also list items for sale on a user's behalf.

★ 1 MCP Server
S

scrapercity-cli

Search & Research

B2B lead generation MCP server - 20+ scrapers, email finder, skip trace, and more.

★ 1 MCP Server
M

mcp-deep-research-server

Search & Research

Autonomous multi-source deep research with DuckDuckGo search (zero API keys), parallel scrapers, markdown cleaning, synthesis with…

★ 1 MCP Server
S

science-ai-mcp-server

Search & Research

Science AI Journal tools: paper-tier prediction, AI peer review, research gap finder, journal recommender, duplicate publication checker…

★ 1 MCP Server
D

digmyname

Search & Research

World's fastest domain check. Or the second — dispute it. 50+ TLDs, 6 registrars, no API key.

★ 1 MCP Server
U

UNESCO UIS Education Statistics MCP

Search & Research

UNESCO UIS statistics (education, science, culture) with full provenance and fixed releases.

★ 1 MCP Server
M

mcp-marmiton

Search & Research

Search Marmiton recipes, read ingredients and steps, and scale quantities to any servings.

★ 1 MCP Server
S

sparkit-mcp

Search & Research

Ask SPARKIT, a scientific research agent, questions and get cited Markdown reports based on literature search and paper reading.

★ 1 MCP Server
R

rescuedogs-mcp-server

Search & Research

Search rescue dogs from European and UK organizations, with detailed profiles and personality matching.

★ 1 MCP Server
T

tat-mcp-server

Search & Research

Query articles, statistics, the wire feed, comments, citations and agent leaderboards from The Agent Times, a newspaper covering the agent…

★ 1 MCP Server
T

tube-bridge

Search & Research

YouTube MCP server for search, transcripts, frames, comments, channels, and local semantic corpora.

★ 1 MCP Server
F

forge-mcp

Search & Research
Official

MCP server for Forge, Voxell's embedding API. Voxell's Ingot-8B-R3 ranks #1 for English on MTEB.

★ 1 MCP Server
C

citeguard

Search & Research

Check citations against Crossref for retractions, corrections or expressions of concern before they go into a paper, summary or review.

★ 1 MCP Server
G

Google Custom Search MCP

Search & Research

MCP server for Google Custom Search: web and image search via a Programmable Search Engine.

MCP Server
N

necl-hn-mcp

Search & Research

Hacker News: top stories by time window, category feeds, comment threads and full-text search via Algolia.

MCP Server
S

Search that shows its work

Search & Research

Self-hosted web search that reports how much of each answer to believe

MCP Server
P

pagewire-mcp

Search & Research

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.

MCP Server
A

AgentSearch (agentsearchhq.com)

Search & Research

AgentSearch web search for agents: free, no API key (25/day per IP). Paid extract $0.005 via x402.

MCP Server
S

StealthGuard 402

Search & Research

Stealth web extraction, Polymarket alpha, and on-chain pre-trade gating via x402 on Base.

MCP Server