Web Scraping & Data Collection MCP Servers

Balldontlie

13

Provides access to NBA, NFL, and MLB data, including players, teams, and game statistics via the Balldontlie API.

YggTorrent

13

Integrates YggTorrent functionalities into other applications or services via a Python wrapper and MCP server.

Crawl4AI+SearXNG

13

Provides AI agents and coding assistants with complete web search, crawling, and RAG capabilities through a self-contained Docker solution integrating Crawl4AI, SearXNG, and Supabase.

Brave Search

13

Integrates the Brave Search API to provide both web and local search functionalities.

Web Search Tool

13

Provides real-time web search capabilities to AI models via the Model Context Protocol (MCP).

Serper

13

Enables LLMs to access and utilize Google Search results.

CoolPC

12

Generates PC component quotation lists using pricing data from CoolPC, a prominent Taiwanese hardware retailer.

Screenshot

12

Captures website screenshots with full page, element, and device size features via a Model Context Protocol server.

WeChat Official Accounts Scraper

12

Crawls and analyzes articles from WeChat Official Accounts, integrating AI agents with a Selenium-based scraping engine.

Screenshot

12

Captures screenshots of web pages and local HTML files via an MCP tool interface.

ConsoleLogs

12

Captures console logs and tracks network requests from a Playwright browser instance.

Deep Research

12

Automates web search, document analysis, and information gathering using agent-based technology.

Skrape

12

Converts any webpage into clean, LLM-ready Markdown for seamless integration with Large Language Models.

YouTube

12

Analyzes YouTube videos by extracting transcripts, summarizing content, and answering questions using AI.

Financial Analysis

12

Performs financial analysis by providing access to real-time and historical stock data, along with company fundamentals.

App Store Scraper

12

Enables searching and analyzing apps from the Google Play Store and Apple App Store for App Store Optimization (ASO).

Shufersal

12

Automates online grocery shopping interactions on the Shufersal website, enabling large language models to manage carts and search products.

WebSearch

12

Enables agent web searching using Bing and converts retrieved URL content into Markdown.

Playwright Stealth

12

Automates browsers and APIs within various IDEs and applications using Playwright with stealth capabilities.

Wayback Machine

12

Accesses archived versions of web pages from the Internet Archive's Wayback Machine.