Search & Data Extraction MCP Servers

MCP servers that let agents search the web, scrape pages, and pull structured data out of unstructured sources β€” turning the open internet into a queryable tool.

193 serversOpen in interactive directoryBest Web Search & Scraping servers β†’
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Mineru Mcp

linxule
MCP server for MinerU document parsing API. Parse PDFs, images, DOCX, and PPTX with OCR (109 languages), batch processing (200 docs), page ranges, and local file upload. 73% token reduction with structured output.
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Open WebSearch

Aas-ee
Web search using free multi-engine search (NO API KEYS REQUIRED) β€” Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.
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Mcp Servers Kagi

ac3xx
Kagi search API integration
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Job Searchoor

0xdaef0f
An MCP server for searching job listings with filters for date, keywords, remote work options, and more.
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MCPSerp

AceDataCloud
Google SERP search including web, images, news, maps, places, videos, and knowledge graph results via Ace Data Cloud API.
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Nexus

adawalli
AI-powered web search server using Perplexity Sonar models with source citations. Zero-install setup via NPX.
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Necl Hn Mcp

adjacentai
Hacker News tools for AI agents: top stories by time window, category feeds (top/new/best/ask/show/job), comment threads, and full-text search via Algolia. No API key required.
T

Tooldirectory Mcp

AI-Directory-Partners
Search a catalog of 2,000+ AI tools, compare them, find alternatives, and check whether a tool is still active, defunct, or acquired. Hosted remote MCP at https://tooldirectory.ai/api/mcp or npx -y tooldirectory-mcp.
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Markcrawl

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

AIweather-Anurag
Where to watch any movie or TV show across 30 Asian and Middle Eastern streaming markets (Netflix, Disney+ Hotstar, Wavve, Shahid, Hoichoi, ZEE5, JioCinema, and 17 more). npx -y @ottasia/mcp-server
S

Storyflo Mcp

Alisammour
Curated audio-news with a market-aware news signal. Search articles, fetch narrated audio, subscribe topic feeds, surface stories matched to actively traded Kalshi event contracts (CFTC-regulated; qualitative signal tags + link-out to Kalshi, never raw market data). 8 tools (7 free + 1 x402-paid over USDC on Base). Install via npx -y storyflo-mcp.
W

Webpage Screenshot Mcp

ananddtyagi
A MCP server for taking screenshots of webpages to use as feedback during UI developement.
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Mcp Simple Arxiv

andybrandt
MCP for LLM to search and read papers from arXiv
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Mcp Simple Pubmed

andybrandt
MCP to search and read medical / life sciences papers from PubMed.
W

Webcrawl Mcp

andyliszewski
Local-first web scraping, search, and crawling. Static pages extracted locally via trafilatura; optional Firecrawl fallback only when JS rendering is needed. Four tools: scrape, search (DuckDuckGo), map, crawl.
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Nyt

angheljf
Search articles using the NYTimes API
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Mcp Server Rag Web Browser

apify
An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
W

Webfetch

ashlrai
License-first federated image search across 25 providers. Returns open/platform/editorial license tags, attribution strings, dimensions, and download-ready URLs via npx -y getwebfetch-mcp.
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Mcp Server

atlasprzetargow
Search 800 000+ Polish public tenders (BZP + TED). Profiles of procuring entities and contractors by NIP, market statistics by CPV/province, 90+ term procurement glossary.
C

Citation Intelligence

AutomateLab-tech
What LLMs cite, for agents. Check which URLs Perplexity, Claude, ChatGPT, Gemini, Bing, and Google AI Overviews cite for any query. Self-hosted, BYO API key. Install via npx @automatelab/citation-intelligence.
S

Scout Mcp

bartonguestier1725-collab
Multi-source search across code registries (GitHub, npm, PyPI), academic indexes (arXiv, Semantic Scholar), social platforms (HN, Reddit, X), and community blogs (Dev.to, Hashnode, Qiita, Zenn). Parallel fetch with structured JSON output. npx -y scout-cli.
C

Clojars MCP Server

Bigsy
Clojars MCP Server for upto date dependency information of Clojure libraries
A

Arxiv Mcp Server

blazickjp
Search ArXiv research papers
B

Boikot

boikot-xyz
Model Context Protocol Server for looking up company ethics information. Learn about the ethical and unethical actions of major companies.
B

Brave Search Mcp Server

brave
Web search capabilities using Brave's Search API
A

Activitypub Mcp

cameronrye
A comprehensive MCP server that enables LLMs to explore and interact with the Fediverse through ActivityPub protocol. Features WebFinger discovery, timeline fetching, instance exploration, and cross-platform support for Mastodon, Pleroma, Misskey, and other ActivityPub servers.
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Gopher Mcp

cameronrye
Modern, cross-platform MCP server enabling AI assistants to browse and interact with both Gopher protocol and Gemini protocol resources safely and efficiently. Features dual protocol support, TLS security, and structured content extraction.
S

Searchts

capad-xyz
Keyless web access for AI agents: an escalating open-source unlocker (browser-fingerprint fetch β†’ JS-render relay β†’ stealth browser) reads bot-walled pages as clean Markdown, plus multi-provider web search with rank fusion, subtitles-first video transcripts, and page asset grabbing. No API keys; ships a reproducible benchmark.
U

Unsplash Mcp

cevatkerim
Unsplash photo search with proper attribution. Returns ready-to-use attribution text and HTML for each photo, making it easy for LLMs to build content pages with properly credited images. Includes search, random photos, and download tracking.
G

Google News Mcp Server

chanmeng
Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through SerpAPI.
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Mcp Page Capture

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

Corroborate Mcp

chefcohen
Tells AI agents how independently a claim is being reported: syndication-aware source counting (a wire story reprinted by 40 outlets counts as one origin), 0-1 confidence scores, and published error rates in-repo. Measures corroboration, not truth β€” no stance detection. Keyless, no accounts. Install: npx -y corroborate-mcp.
O

Overtone News Mcp

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

comparedge
Verified SaaS, AI, and LLM pricing for 490+ tools: plans, hidden costs, alternatives, and comparisons. Free, no API key.
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Openai Websearch Mcp

ConechoAI
This is a Python-based MCP server that provides OpenAI websearch built-in tool.
C

Crawleo MCP

Crawleo
Crawleo Search & Crawl API
C

Crawlora Mcp

Crawlora-org
Hosted MCP for structured public web data β€” 319 tools across search, maps, commerce, social, and finance, each returning clean JSON. Free 2,000 credits/mo.
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Kagi Ken Mcp

czottmann
Work with Kagi without API access (you'll need to be a customer, tho). Searches and summarizes. Uses Kagi session token for easy authentication.
D

Dappier Mcp

DappierAI
Enable fast, free real-time web search and access premium data from trusted media brandsβ€”news, financial markets, sports, entertainment, weather, and more. Build powerful AI agents with Dappier.
H

Haunt Mcp Server

Darko893
Haunt web extraction for AI agents: structured JSON or clean Markdown from permitted public pages, including Cloudflare-protected ones, with honest blocked/login/captcha errors instead of fabricated data
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Mcp Opennutrition

deadletterq
Local MCP server for searching 300,000+ foods, nutrition facts, and barcodes from the OpenNutrition database.
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Mcp Server

dealx
MCP Server for DealX platform
H

HyperStore MCP

deficlow
Search 6,500+ curated AI applications from the HyperStore directory. 8 tools (keyword + semantic search, full details, browsing), 3 resources, 3 prompts. Install via uvx hyperstore-mcp or use the hosted endpoint at https://mcp.store.hypergpt.ai/mcp.
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Trieve

devflowinc
Crawl, embed, chunk, search, and retrieve information from datasets through Trieve
D

Domain Search Mcp

dorukardahan
Fast domain availability aggregator with pricing. Checks Porkbun, Namecheap, GoDaddy, RDAP & WHOIS. Includes bulk search, registrar comparison, AI-powered suggestions, and social media handle checking.
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Mcp Server Dumplingai

Dumpling-AI
Access data, web scraping, and document conversion APIs by Dumpling AI
J

Jdl Mcp Server

echojobsio
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, salary, location, seniority, remote type, and more. Free β€” 500 calls/day, no signup required. Also available as a remote MCP server at https://mcp.jobdatalake.com.
D

Decompose

echology-io
Decompose text into classified semantic units with authority, risk, attention scores, and entity extraction. No LLM. Deterministic. Works as MCP server or CLI.
C

Canyougrab Api

einiba
Confidence-scored domain availability checking with real-time DNS + WHOIS lookups. Bulk check up to 100 domains per request. Each result includes availability, confidence level, data source, and registration details.
O

Open Sales Stack

ekas-io
Collection of B2B sales intelligence MCP servers. Includes website analysis, tech stack detection, hiring signals, review aggregation, ad tracking, social profiles, financial reporting and more for AI-powered prospecting by Ekas
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Melrose Mcp

emicklei
Plays Melrōse music expressions as MIDI
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Mcp Hn

erithwik
An MCP server to search Hacker News, get top stories, and more.
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Vr Org Mcp

evanatpizzarobot
Live VR / AR / XR news, full-text VR.org originals, events calendar, headset deals and comparisons
E

Exa Mcp Server

exa-labs
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
S

Search1api Mcp

fatwang2
Search via search1api (requires paid API key)
S

Spectrawl

FayAndXan
Unified web layer for AI agents. Search (8 engines), stealth browse, cookie auth, and act on 24 platforms. 5,000 free searches/month via Gemini Grounded Search.
F

Firecrawl Mcp Server

firecrawl
Official Firecrawl server to search the web and scrape, crawl, map, and extract structured data from any site for LLMs. Handles JS-rendered pages, PDFs, and batch jobs; hosted remote MCP with OAuth or self-host.
Y

Youtube Mcp

format37
MCP server that transcribes YouTube videos to text. Uses yt-dlp to download audio and OpenAI's Whisper-1 for more precise transcription than youtube captions. Provide a YouTube URL and get back the full transcript splitted by chunks for long videos.
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Mcp

fouradata
Web scraping for AI agents: one auto tool walks a cost-aware ladder (direct β†’ rotating proxy β†’ full browser), solving anti-bot challenges and reporting which rung delivered and what it cost. Pay-per-success, EU-hosted, free tier.
D

Digeguigui

Gaoshan0971
Global reptile & exotic pet knowledge base. 633 species, AI identification, genetics calculator, 12-dimension care, health diagnosis, pricing, and blockchain provenance. Free tier: 9 tools, 10 req/min. MCP: https://api.digeguigui.com/mcp
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