Search & Data Extraction MCP Servers

Search & Data Extraction topic — 269 MCP servers, ranked by GitHub stars.

H

HasData Google Images

Search & Research

Google Images results with source pages, thumbnails and full-resolution URLs, as JSON.

★ 6 MCP Server Reachable
H

HasData Indeed

Search & Research

Indeed job listings by keyword and location, and full postings, as structured JSON.

★ 6 MCP Server Reachable
H

HasData Web Scraping

Search & Research

Fetch any public web page through managed proxies, with optional JS rendering and extraction rules.

★ 6 MCP Server Reachable
S

Stock Images MCP

Search & Research

Search and download free stock images from Pexels, Unsplash, and Pixabay.

★ 6 MCP Server
K

Keenable Web Search

Search & Research
Official

Live web search and clean-markdown page fetch over the Keenable web index.

★ 6 MCP Server Reachable
M

marketplace-search-mcp

Search & Research

22 tools: search 15+ marketplaces, verify licenses, childcare costs, FCC, GSA auctions

★ 6 MCP Server
S

String Web Access

Search & Research
Official

Search the web, fetch any URL and map a site as clean, LLM-ready Markdown.

★ 6 MCP Server
A

agent-toolbox

Search & Research

Web search, content extraction, screenshots, weather, finance, email validation, translation, news, GeoIP, WHOIS, DNS, PDF extraction and…

★ 6 MCP Server
Y

youtube-summarize

Search & Research

MCP server that fetches YouTube video transcripts and optionally summarizes them

★ 6 MCP Server
M

markcrawl

Search & Research

Crawl websites into clean Markdown, search pages and extract structured data with LLMs for web research and RAG pipelines.

★ 5 MCP Server
C

codearia-sieve

Search & Research

Web pages into decision-ready state: dates, numbers with units, budgeted chunks. No model, no key.

★ 5 MCP Server
C

context-cli

Search & Research

Audit URLs for AI crawler readiness: checks robots.txt, llms.txt, JSON-LD schema and content density, with a 0-100 AEO score.

★ 5 MCP Server
A

anybrowse

Search & Research

Converts any URL to clean, LLM-ready Markdown using real Chrome browsers

★ 5 MCP Server
L

lookacrawler

Search & Research

Token-efficient local web crawler with Playwright-based stealth anti-bot bypass.

★ 5 MCP Server
N

NyxDocs

Search & Research

Manage cryptocurrency project documentation across Ethereum, BSC, Polygon and Solana.

★ 5 MCP Server
O

OCDS German Procurement Search

Search & Research

Search and match German public procurement tenders (OCDS) from your local LLM.

★ 5 MCP Server
W

web-search-plus-mcp

Search & Research

Multi-provider web search with automatic routing between Serper, Tavily and Exa.

★ 5 MCP Server
S

scraperapi-mcp

Search & Research

Web scraping via ScraperAPI with JavaScript rendering, geotargeting, premium proxies and auto-parsing.

★ 5 MCP Server
T

Talonic

Search & Research

Extract structured, schema-validated data from PDFs, scans, images, spreadsheets, and forms.

★ 5 MCP Server
A

atlasprzetargow/mcp-server

Search & Research

Polish public tenders (BZP, TED): 1M+ notices, buyer and contractor profiles, CPV, stats, glossary.

★ 4 MCP Server
Z

zoom-search

Search & Research

Rewrite queries, zoom into source domains and return sourced answers with metrics.

★ 4 MCP Server
H

HasData Bing

Search & Research

Bing search results with the ad block and Copilot answer, geo and market targeting, as JSON.

★ 4 MCP Server Reachable
W

web-analyzer-mcp

Search & Research

Extract clean web content for RAG and answer questions about web pages.

★ 4 MCP Server
R

rss-feeds-mcp

Search & Research

Fetch, filter, search and manage RSS feeds by category or source.

★ 4 MCP Server
S

searchfetch

Search & Research

Fault-tolerant, stealth-enabled web search and content fetching.

★ 4 MCP Server
R

rippr

Search & Research

Rip YouTube transcripts to disk for AI agents, RAG pipelines, and LLM workflows.

★ 4 MCP Server
F

FreshRSS

Search & Research

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

★ 4 MCP Server
G

govuk-mcp

Search & Research

Search GOV.UK content, retrieve full government pages, look up organisations and resolve UK postcodes to local authorities. Read-only.

★ 4 MCP Server
A

ashlrai/webfetch

Search & Research

License-first federated image search with attribution, dimensions, and download tooling.

★ 3 MCP Server
S

SearXNG MCP Server

Search & Research

Self-hosted SearXNG metasearch for MCP clients: 13 tools, citation refs, deep search and crawling.

★ 3 MCP Server
M

mcp-page-capture

Search & Research

Capture webpage screenshots, viewport or full-page, as base64 PNG.

★ 3 MCP Server
C

ComparEdge

Search & Research

Verified pricing, alternatives, and comparisons for 495+ SaaS and AI tools.

★ 3 MCP Server
A

agent-domain-service-mcp

Search & Research

Domain brainstorming via AgentDomainService: generate names from descriptions, score brandability and memorability, and check availability…

★ 3 MCP Server
H

hanoak/unsplash-mcp-server

Search & Research

MCP server for the Unsplash API: search & fetch photos with attribution + download tracking.

★ 3 MCP Server
S

skim402

Search & Research

Clean markdown and structured web data. Free card API key; wallet/x402 pay-per-call optional.

★ 3 MCP Server Reachable
F

feedbagel-mcp

Search & Research

Search the Feedbagel RSS catalog, follow feeds and route new entries to webhooks.

★ 3 MCP Server
U

Urlbox

Search & Research

Screenshots, PDFs, video, markdown and page data from any website, via Urlbox.

★ 3 MCP Server Requires auth
S

Storyflo

Search & Research

Curated audio news, daily briefings, the Declassified library + market-linked signals.

★ 2 MCP Server Reachable
A

AllNewsAPI

Search & Research

Get access to real-time and historical news data including top headlines from global sources

★ 2 MCP Server Requires auth
H

Haypile

Search & Research

Hybrid search over your local documents, with file and page citations. One binary, fully local.

★ 2 MCP Server
S

searchts

Search & Research

Keyless web access for AI agents: read bot-walled pages as Markdown, search, grab assets

★ 2 MCP Server
O

overtone-news-mcp

Search & Research

Real-time news with tone analysis, brand safety, and narrative shift signals for AI agents.

★ 2 MCP Server
T

TrendFlow

Search & Research

Google Trends data: interest over time, by region, related queries, and trending now.

★ 2 MCP Server
A

AIFeed

Search & Research

Verify signed AIFeed permissions, fetch token-budgeted markdown, and verify assets for AI agents.

★ 2 MCP Server
S

SearchForge

Search & Research

Free open-source web search and page reading for LLMs, AI agents, and RAG.

★ 2 MCP Server
J

JobDataLake

Search & Research

Search 1M+ enriched job listings. Filter by skills, salary, location, and more. Free.

★ 2 MCP Server
O

open-sales-stack

Search & Research

Collection of B2B sales intelligence servers: website analysis, tech stack detection, hiring signals, review aggregation, ad tracking and…

★ 2 MCP Server
D

digeguigui

Search & Research

Reptile and exotic pet knowledge base: species identification, genetics calculator, care information, health diagnosis, prices and…

★ 2 MCP Server
R

Rephonic

Search & Research
Official

Research 3M+ podcasts with audience data, contacts, episodes, transcripts, charts, and sponsors.

★ 2 MCP Server Requires auth
I

idapixl-web-research-mcp

Search & Research

Web research on Apify: Brave and DuckDuckGo search, page fetching to clean Markdown, and multi-step research with relevance scoring and…

★ 2 MCP Server
C

ContextFetch

Search & Research
Official

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

★ 2 MCP Server
M

mcp-domain-to-linkedin-url-resolver

Search & Research

Resolves a company domain or name to its LinkedIn URL from search results, with confidence.

★ 2 MCP Server
M

mcp-job-board-keyword-signal-scanner

Search & Research

Scans Greenhouse, Lever, Ashby, Workday, Rippling for roles in any category. Clay-ready.

★ 2 MCP Server
S

scout-intel-mcp

Search & Research

Web intelligence: SERP analysis, competitor research, market trends, content gap analysis, keyword insights, audience discovery and…

★ 2 MCP Server
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
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