Search & Data Extraction MCP Servers

Search & Data Extraction topic — 250 MCP servers, ranked by GitHub stars.

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

MCP bridge for [PDF Content Search](https://store.juergenkoller.software/en/apps/pdf-content-search) — full-text PDF search with Apple…

★ 1 MCP Server
K

korean-data-mcp

Search & Research

Real-time Korean web data — Naver place reviews, Melon music chart, Daangn/Bunjang marketplace listings, Naver news, 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 that agents recorded while doing real work — what actually happened with a product, API, service, or place,…

★ 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, ML-enriched news intelligence — urgency scoring, political lean & event clustering across 190+ 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
F

FreshRSS

Search & Research

MCP server for FreshRSS, the self-hosted RSS feed aggregator

★ 1 MCP Server
O

Opedd — Licensed Content for AI

Search & Research

Licensed, rights-cleared content for AI agents - verifiable license keys + EU AI Act attestation.

★ 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 700+ API capabilities, get endpoints, auth setup, and code snippets. Supports auto-discovery of…

★ 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
P

Partle

Search & Research

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

★ 1 MCP Server Reachable
S

scrapercity-cli

Search & Research

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

★ 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
R

rescuedogs-mcp-server

Search & Research

Search and discover rescue dogs from European and UK organizations with AI-powered personality matching and detailed profiles.

★ 1 MCP Server
T

tat-mcp-server

Search & Research

Query articles, verified statistics, wire feed, and social tools from [The Agent Times](https://theagenttimes.com), the AI-native…

★ 1 MCP Server
F

forge-mcp

Search & Research
Official

MCP server for Forge, Voxell's hosted text-embedding API. Tools: embed and list_models.

★ 1 MCP Server
N

necl-hn-mcp

Search & Research

Hacker News tools for AI agents: top stories by time window, category feeds (top/new/best/ask/show/job), comment threads, and full-text…

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
T

TopAlternativesTo

Search & Research

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

MCP Server Reachable
Y

YouTube Transcript & Search MCP Server

Search & Research
Official

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

MCP Server Reachable
S

SearXNG MCP Server

Search & Research

Self-hosted SearXNG metasearch for MCP clients: web, image, news, video, music and page fetch.

MCP Server
H

haunt-mcp-server

Search & Research

[Haunt](https://hauntapi.com/?utm_source=awesome-mcp-servers&utm_medium=listing&utm_campaign=sweep-2026-07) web extraction for AI agents:…

MCP Server
A

AgentMD

Search & Research

Convert PDF, DOCX, HTML, and URLs to clean, LLM-ready markdown with tables preserved

MCP Server Reachable
C

crawdar-mcp

Search & Research
Official

Official hosted MCP server with an open-source stdio bridge for evidence-backed business discovery and lead-list research. Search by…

MCP Server
V

VR.org VR / AR / XR Reader

Search & Research

Read-only VR / AR / XR news, full-text editorial, events, deals, and buyer guides from VR.org.

MCP Server
S

scrapecheck-mcp

Search & Research

Verify before your agent acts on data it paid for. Signed verdicts, checkable offline, via x402.

MCP Server Reachable
F

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

Search & Research

AI job search MCP — fact-checked jobs, application tracker, alerts. ChatGPT, Claude, Cursor.

MCP Server Requires auth
G

githunt-mcp

Search & Research

Search, rank, and analyze GitHub developers for tech recruiting via GitHunt's API.

MCP Server Requires auth
C

crawl-readiness-mcp

Search & Research

Audit any site for 50+ AI crawlers, generate llms.txt, robots.txt and schema, track AI mentions.

MCP Server
P

Page2AI — Web to Markdown

Search & Research

Convert web pages or HTML to clean Markdown for LLM context. Local, no external API calls.

MCP Server
A

apify-scrapers

Search & Research

40 Apify public-data tools for leads, news, SEO, jobs, SEC, procurement, and registries.

MCP Server
D

domain-search-king-mcp

Search & Research

Domain search MCP: .com names verified available live via Verisign RDAP - not AI guess lists

MCP Server Reachable
L

Litescrape

Search & Research
Official

Google, Bing, DuckDuckGo and Google Maps search results, free without an API key.

MCP Server Reachable
M

mcp-ai-tooling-detector

Search & Research

Detect whether a company declares, deploys, or charges for AI, with evidence.

MCP Server
M

mcp-company-contact-details-extractor

Search & Research

Find a company contact page and extract role emails, a phone number and a postal address.

MCP Server
M

mcp-company-social-presence-mapper

Search & Research

Map a company domain to its social media URLs and follower counts via Apify.

MCP Server
M

mcp-event-presence-index

Search & Research

Find the conferences and trade shows a company publicly says it attends, from its domain.

MCP Server
M

mcp-funding-press-signal-scanner

Search & Research

Scan news for funding rounds, exec moves, product launches, and acquisitions at any company.

MCP Server
M

mcp-github-organization-signal-scanner

Search & Research

Resolve a company domain to its GitHub organization with repo, language and activity signals.

MCP Server
M

mcp-review-platform-reputation-enricher

Search & Research

Resolve a company domain to its Trustpilot rating, review count and claimed status.

MCP Server
T

The Data Collector

Search & Research

Search Hacker News, Bluesky, and Substack from a single MCP interface

MCP Server
P

Pexafy

Search & Research

Semantic search over free-to-use stock photos from 9 libraries: by words, image, or similar.

MCP Server Requires auth
O

opensolr-mcp

Search & Research

Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

MCP Server
Q

quanticdata-mcp-server

Search & Research
Official

Live web access for agents: scrape, SERP search, crawl/map, 74 collectors, datasets, proxies.

MCP Server Reachable
Q

quantumproxies-mcp

Search & Research
Official

Live web access through residential proxies: scrape any page to clean Markdown, structured SERP search on three engines, site map and…

MCP Server
A

amenbo

Search & Research

Japanese-web-native MCP server for low-impact, token-efficient web collection

MCP Server
G

Grounder

Search & Research

Web grounding for local & cloud LLMs: search, fetch, token-capped evidence packs, and research.

MCP Server
G

gxtract

Search & Research

GXtract is a MCP server designed to integrate with VS Code and other compatible editors. It provides a suite of tools for interacting with…

MCP Server
S

SERPdive Web Search

Search & Research
Official

AI-agent web search, answer-ready content. Beats Tavily: 60.7% of quality duels, 20.2% fewer tokens.

MCP Server Requires auth
M

mcp-animenewsnetwork

Search & Research

Search the Anime News Network encyclopedia and read its news wire. No API key.

MCP Server
M

mcp-ashby

Search & Research

Search public Ashby job boards: resolve a company, read its openings and the pay it publishes.

MCP Server
M

mcp-bbc-goodfood

Search & Research

Search BBC Good Food recipes, read one, and scale its ingredients. No API key.

MCP Server
M

mcp-marmiton

Search & Research

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

MCP Server
M

mcp-pequerecetas

Search & Research

Read Spanish family recipes from Pequerecetas and rescale them honestly. No API key.

MCP Server