data-extraction MCP servers & tools

Web content fetching and conversion for efficient LLM usage.

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.

Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡

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.

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

Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web

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

fastCRW — open-source (AGPL-3.0), self-hostable Rust web crawler & search API for AI agents. Tools: scrape, crawl, map, and SearXNG-backed search. Single 6MB static binary; reproducible 1K-URL benchmarks faster than hosted alternatives. Hosted MCP at fastcrw.com/mcp (Streamable HTTP, OAuth) or self-host.

Open-source web scraper for AI agents with scrape, crawl, and map tools

Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selectors supported.

Hosted remote MCP server (https://bulktranscripts.co/mcp) for YouTube. Tools: get_transcript, get_transcripts (batch of 20), search_youtube (videos/channels/playlists), search_channel, get_channel_videos (up to 1,000), get_playlist_videos, get_latest_videos (free RSS). Clean paragraphed transcripts, any caption language, TikTok videos too. No signup: free tier per IP, optional one-time credit packs; license key = Bearer API key. Works with Claude, Cursor, ChatGPT, VS Code, Codex. REST API + OpenAPI at /docs.

MCP server and CLI tool for interacting with the Wayback Machine without API keys

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.

MCP server that provides AgentQL's data extraction capabilities.

Evidence-backed business discovery and lead-list research: search by brief or criteria, inspect qualification evidence and exclusions, and export results.

Chromium-free web content extraction in a single binary. Fetch, render, crawl, and screenshot powered by the Servo browser engine with a built-in MCP server.

Video transcripts, metadata and structured data from YouTube, TikTok, Instagram, X; web scraping.

Interact with WebScraping.ai for web data extraction and scraping.

2Captcha MCP server for AI agents with web search, web scraping, browser automation, captcha solving, and scalable web data collection.

One key to 1,000+ paid data APIs: enrichment, SEO/SERP, scraping, places, news. Pay per call.

MCP server for advanced web search using Tavily

MCP server for advanced web search using Tavily API.

API to search, extract and structure web data. Web scraping, AI-powered answers with citations, batch processing (10k URLs), and autonomous site crawling.

A Model Context Protocol (MCP) server that provides web search capabilities through DuckDuckGo, with additional features for content fetching and parsing.

Pay-per-use APIs for agents: web research, data lookups, and metered endpoints billed to credits.

Evidence-backed web research for AI agents with citations and confidence scores.

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 failures. Zero config: pip install pdfmux. MIT licensed.

Google SERP as JSON: organic, AI Overview, People Also Ask, AI Mode, news, shopping. No Cloud setup.

Official MCP server for OpenWeb Ninja APIs - 40+ real-time web data and SERP APIs as MCP tools

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.

MCP server for the FourA web scraping API - four tools, six prompts, one API key.

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

Convert PDFs and other documents to structured formats via Docling, for AI applications.

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.

MCP server for the Enconvert API. Convert URLs and files to PDF, screenshots, and markdown.

Multi-tier fallback chain for fetching web content as clean markdown. Handles tweets, YouTube, arXiv, PDFs, and regular pages with 9 fallback strategies.

An MCP server that enables free web searching using Google search results, with no API keys required.

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

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

Public Spotify metadata, lyrics and podcasts for LLM agents. No API key, read-only.

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

Hosted MCP for structured public web data — 319 tools across search, maps, commerce, social, and finance, each returning clean JSON. Free 2,000 credits/mo.

MCP Server for DealX platform

Web-scraping toolkit with 22 tools for structured web data as JSON for AI agents.

Web research for agents: quality-scored Google search, webpage extraction, and deep research.

Convert any URL into clean, agent-ready Markdown with structured metadata (title, byline, published date, language). Pay-per-use via x402 (USDC on Base) — no signup, no API keys. Single tool readurl. Install via npx -y skim-mcp.

Universal search engine for AI agents. Discover products, services, and businesses across every category. 10 MCP tools, zero LLM calls, millisecond responses. npx sylex-search

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.

⃣ 🏠 🍎 🪟 🐧 - AI-native web scraper MCP server. Single binary, returns clean markdown, MIT-licensed Firecrawl alternative.

Extract durations, sizes, percentages and frequencies in one base unit, refusing ambiguous ones.