Best Claude Code MCP Servers for Search Data Extraction

YouTube transcript extraction for AI agents. Clean text, timestamps, or structured JSON from any video. No API keys required. Install via `npx rippr-mcp`.

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

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

Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bing, Baidu, DuckDuckGo, Brave, Exa, and CSDN.

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

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

Kagi search API integration

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

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

🐍 ☁️ MCP for LLM to search and read papers from arXiv

🐍 ☁️ MCP to search and read medical / life sciences papers from PubMed.

Search articles using the NYTimes API

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

Multi-provider search broker with automatic fallback, RRF ranking, content extraction, and budget enforcement.

Clojars MCP Server for upto date dependency information of Clojure libraries

Search ArXiv research papers

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

Web search capabilities using Brave's Search API

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.

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.

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.

Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through [SerpAPI](https://serpapi.com/).

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

This is a Python-based MCP server that provides OpenAI `web_search` built-in tool.

Crawleo Search & Crawl API

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

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

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

MCP Server for DealX platform

Crawl, embed, chunk, search, and retrieve information from datasets through [Trieve](https://trieve.ai)

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.

Access data, web scraping, and document conversion APIs by [Dumpling AI](https://www.dumplingai.com/)

Plays [Melrōse](https://melrōse.org) music expressions as MIDI

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

An MCP server to search Hacker News, get top stories, and more.

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.

Search via search1api (requires paid API key)

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.

a KTOR server/ MCP server written in Kotlin applying multi-agents schools in a flexible research system to be used with coding or for research any general case.

AI-powered domain brainstorming, analysis, and availability checking via AgentDomainService.com. Generate creative domain names from descriptions, get AI scoring for brandability/memorability, and check real-time availability with pricing. No API keys required.

🐍 ☁️ MCP to search through PapersWithCode API

A MCP server for Unsplash image search.

Access tens of thousands of remote job listings and company information. This public MCP server provides real-time access to Himalayas' remote jobs database.

A Model Context Protocol Server for [SearXNG](https://docs.searxng.org)

An integration that allows Claude Desktop to interact with Hacker News using the Model Context Protocol (MCP).

A Model Context Protocol (MCP) server that enables Claude Desktop to check domain availability across 50+ TLDs. Features DNS/WHOIS verification, bulk checking, and smart suggestions. Zero-clone installation via uvx.

Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.

MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.

MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.

A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.

An MCP server for searching and downloading royalty-free stock photography from Pexels and Unsplash. Features multi-provider search, rich metadata, pagination support, and async performance for AI assistants to find and access high-quality images.

Fast, token-efficient web content extraction for AI agents - converts websites to clean Markdown while preserving links. Features Mozilla Readability, smart caching, polite crawling with robots.txt support, and concurrent fetching.

Fast screenshot capture tool optimized for Claude Vision API. Automatically tiles full pages into 1072x1072 chunks for optimal AI processing with configurable viewports and wait strategies for dynamic content.

Official Kagi Search MCP Server

Convert any URL to LLM-ready Markdown via real Chrome browsers. 3 tools: scrape, crawl, search. Free via MCP, pay-per-use via x402. Remote MCP endpoint: `https://anybrowse.dev/mcp`

Stop bloating your LLM context. Query & Extract only what you need from your JSON files.

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

Tavily AI search API

Web search capabilities using Microsoft Bing Search API

Extract content from URLs, documents, videos, and audio files using intelligent auto-engine selection. Supports web pages, PDFs, Word docs, YouTube transcripts, and more with structured JSON responses.

MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

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.

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API

Ultra-fast web fetcher and MCP server with HTTP/3, JS rendering, anti-fingerprinting, browser cookie auth, and 1Password integration. Fetches any URL as clean Markdown for AI context.

Search Google and do deep web research on any topic

Web search using DuckDuckGo

"primitive" RAG-like web search model context protocol (MCP) server that runs locally. No APIs needed.

Specialized MCP server for cryptocurrency project documentation management with multi-blockchain support (Ethereum, BSC, Polygon, Solana).

Lightning-Fast, High-Accuracy Deep Research Agent

PDF extraction router with built-in MCP server. Classifies each page (digital, scanned, tables) and routes to the best backend (PyMuPDF, Docling, OCR, or optional LLM fallback). Per-page confidence scoring flags low-quality pages and auto-reextracts them — prevents silent RAG fa…

Highest Accuracy Web Search for AI

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.

Highest Accuracy Deep Research and Batch Tasks MCP

Best people search engine that reduces the time spent on talent discovery

Natural language API discovery — search 700+ API capabilities, get endpoints, auth setup, and code snippets. Supports auto-discovery of new APIs.

Advanced search and retrieval for web crawler data. Supports WARC, wget, Katana, SiteOne, and InterroBot crawlers.

Unofficial MCP server for searching and retrieving scientific data from the Catalysis Hub database, providing access to computational catalysis research and surface reaction data.

Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert)

MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.

An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.

GXtract is a MCP server designed to integrate with VS Code and other compatible editors. It provides a suite of tools for interacting with the GroundX platform, enabling you to leverage its powerful document understanding capabilities directly within your development environment.

The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.

Official MCP server for managing Searchcraft clusters, creating a search index, generating an index dynamically given a data file and for easily importing data into a search index given a feed or local json file.

An MCP Server to connect to searXNG instances

The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages.

SerpApi MCP Server for Google and other search engine results. Provides multi-engine search across Google, Bing, Yahoo, DuckDuckGo, YouTube, eBay, and more with real-time weather data, stock market information, and flexible JSON response modes.

Complete product and pricing data solution for AI assistants. Search for products by barcode/ASIN/URL, access detailed product metadata, access comprehensive pricing data from thousands of retailers, view and track price history, and more.

Free URL metadata extraction API (Open Graph, Twitter Cards, favicons, JSON-LD). No API key required.

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

Get the LaTeX source of arXiv papers to handle mathematical content and equations

An MCP Server that retrieves and processes news data from the GeekNews site.

Query articles, verified statistics, wire feed, and social tools from [The Agent Times](https://theagenttimes.com), the AI-native newspaper covering the agent economy. 13 tools including search, comments, citations, and agent leaderboards. No API key required.

A MCP server that provides gene set enrichment analysis using the Enrichr API

MCP server that provides [AgentQL](https://agentql.com)'s data extraction capabilities.

Tavily AI search API

📇 🏠 A reliable MCP server for generating and managing screenshots, PDFs, and videos, performing AI-powered screenshot analysis, and extracting web content (Markdown, metadata, and HTML) via the [Urlbox](https://urlbox.com) API.

[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

Comprehensive NCBI/PubMed literature search server with advanced analytics, caching, MeSH integration, related articles discovery, and batch processing for all life sciences and biomedical research.

Interact with [WebScraping.ai](https://webscraping.ai) for web data extraction and scraping.

Smart web fetcher for AI agents with auto-escalation from HTTP to headless browser to stealth mode. Includes 9 MCP tools: fetch, search, crawl, map, extract, batch, screenshot, jobs, and agent. Achieved 100% success rate on a 30-URL benchmark.

MCP server that searches Baseline status using Web Platform API

This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.

MCP server that fetches YouTube video transcripts and optionally summarizes them. Supports multiple transcript formats (text, JSON, SRT, WebVTT), multi-language retrieval, and flexible YouTube URL parsing.

Querying network asset information by ZoomEye MCP Server