Search & Data Extraction MCP Servers

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

A

agent-toolbox

Search & Research

Production-ready MCP server providing 13 tools for AI agents: web search, content extraction, screenshots, weather, finance, email…

★ 6 MCP Server
Y

youtube-summarize

Search & Research

MCP server that fetches YouTube video transcripts and optionally summarizes them

★ 6 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
A

anybrowse

Search & Research

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

★ 5 MCP Server
A

Argus Retrieval

Search & Research

Multi-provider search broker for AI agents: 14 providers, 12-step extraction, retrieval workflows.

★ 5 MCP Server
N

NyxDocs

Search & Research

Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, 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 intelligent auto-routing (Serper, Tavily, Exa). Available via `uvx web-search-plus-mcp`.

★ 5 MCP Server
S

scraperapi-mcp

Search & Research

MCP server for ScraperAPI web scraping with JavaScript rendering, geotargeting, premium proxies, and auto-parsing support.

★ 5 MCP Server
T

Talonic

Search & Research

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

★ 5 MCP Server
M

mcp

Search & Research
Official

Reliable web access for AI agents: smart HTTP, rotating proxies, and full-browser rendering.

★ 4 MCP Server Reachable
Z

zoom-search

Search & Research

MCP search and evidence tool for AI agents. Rewrites queries, zooms into source domains, and returns sourced answers with metrics.

★ 4 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 0-100 AEO scoring.

★ 4 MCP Server
W

web-analyzer-mcp

Search & Research

Extracts clean web content for RAG and provides Q&A about web pages.

★ 4 MCP Server
R

rss-feeds-mcp

Search & Research

RSS feeds MCP server with 8 tools — fetch, filter, search, and manage RSS feeds by category or source. Zero config, no API keys required.

★ 4 MCP Server
M

marketplace-search-mcp

Search & Research

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

★ 4 MCP Server
R

rippr

Search & Research

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

★ 4 MCP Server
M

markcrawl

Search & Research

Crawl websites into clean Markdown, search pages, and extract structured data with LLMs. Built-in MCP server for web research and RAG…

★ 3 MCP Server
W

webfetch

Search & Research

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

★ 3 MCP Server
M

mcp-server

Search & Research

Search Polish public tenders (BZP + TED) — 800k+ tenders, profiles, statistics, glossary.

★ 3 MCP Server
M

mcp-page-capture

Search & Research

MCP server that captures webpage screenshots, with viewport or full-page options and base64 PNG output.

★ 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

AI-powered domain brainstorming, analysis, and availability checking via AgentDomainService.com. Generate creative domain names from…

★ 3 MCP Server
S

searchfetch

Search & Research

A fault-tolerant, stealth-enabled Model Context Protocol (MCP) server for web searching and content fetching

★ 3 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. 5 read-only…

★ 3 MCP Server
F

feedbagel-mcp

Search & Research

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

★ 3 MCP Server
U

urlbox-mcp-server

Search & Research

A reliable MCP server for generating and managing screenshots, PDFs, and videos, performing AI-powered screenshot analysis, and extracting…

★ 3 MCP Server
S

Storyflo

Search & Research

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

★ 2 MCP Server Reachable
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
T

TrendFlow

Search & Research

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

★ 2 MCP Server Reachable
M

mcp-server

Search & Research
Official

MCP Server for DealX platform

★ 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 MCP servers. Includes website analysis, tech stack detection, hiring signals, review aggregation, ad…

★ 2 MCP Server
D

digeguigui

Search & Research

Global reptile & exotic pet knowledge base. 633 species, AI identification, genetics calculator, 12-dimension care, health diagnosis,…

★ 2 MCP Server
R

Rephonic

Search & Research
Official

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

★ 2 MCP Server
U

Unsplash MCP Server

Search & Research

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

★ 2 MCP Server
I

idapixl-web-research-mcp

Search & Research

Pay-per-use web research for AI agents on Apify. Search (Brave + DuckDuckGo), fetch pages to clean markdown, and multi-step research with…

★ 2 MCP Server
S

skim402

Search & Research

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

★ 2 MCP Server Reachable
L

lookacrawler

Search & Research

Free, open-source, token-efficient local alternative to Firecrawl with native MCP Server for LLMs (>73% token reduction, Playwright…

★ 2 MCP Server
M

mcp-domain-to-linkedin-url-resolver

Search & Research

Resolves a company domain or name to its LinkedIn URL with confidence and firmographics.

★ 2 MCP Server
S

scout-intel-mcp

Search & Research

Web intelligence MCP server for AI agents. 7 tools for SERP analysis, competitor research, market trends, content gap analysis, keyword…

★ 2 MCP Server
C

catalysishub-mcp-server

Search & Research

Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational…

★ 2 MCP Server
U

unfragile-mcp-server

Search & Research

Canonical MCP server resolver. Returns the right MCP for any agent intent with an invocation-ready snippet and an Ed25519-signed trust…

★ 2 MCP Server
O

OpenGraph.io MCP Server

Search & Research

MCP server for OpenGraph.io API - fetch OG data, screenshots, scrape, and generate images

★ 2 MCP Server
S

string-ai-mcp

Search & Research
Official

The most accurate web access API. Stop getting blocked.

★ 2 MCP Server Requires auth
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
A

AI Tool Directory

Search & Research

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

★ 1 MCP Server Reachable
O

ottasia-mcp-server

Search & Research

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

★ 1 MCP Server Reachable
A

AllNewsAPI

Search & Research

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

★ 1 MCP Server Requires auth
S

scout-mcp

Search & Research

Multi-source search across code registries (GitHub, npm, PyPI), academic indexes (arXiv, Semantic Scholar), social platforms (HN, Reddit,…

★ 1 MCP Server
C

corroborate-mcp

Search & Research

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

★ 1 MCP Server
O

overtone-news-mcp

Search & Research

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

★ 1 MCP Server
C

Crawlora MCP

Search & Research

Hosted MCP: 1873 structured web-data tools for search, maps, commerce, social, gaming & finance.

★ 1 MCP Server Requires auth
H

HyperStore

Search & Research

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

★ 1 MCP Server Reachable
C

CanYouGrab.it

Search & Research

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

★ 1 MCP Server Reachable
G

Giskard Search

Search & Research

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

★ 1 MCP Server Reachable