Web Scraping & Data Collection MCP Servers

WeatherAPI

Provides current weather and air quality data for specified locations.

Webcrawl

Connects web crawler data and archives to AI language models using the Model Context Protocol.

Binoculo

Automates banner grabbing by sending requests to Binoculo and processing the responses.

Kv Extractor

Extracts key-value pairs from arbitrary, noisy, or unstructured text using LLMs and provides type-safe output in JSON, YAML, or TOML formats.

SSB

Enables AI agents to access Norwegian statistical data from Statistics Norway (SSB) API through a standardized interface.

NBA Player Stats

Provides comprehensive NBA player statistics from basketball-reference.com via a Model Context Protocol server.

PDF Reader

Provides server-based capabilities for extracting text, recognizing OCR content, and extracting images from PDF documents.

APRS.fi

Connects to the APRS.fi API to facilitate ham radio position tracking and balloon chase operations, integrated with Claude Code for AI-powered data analysis.

PuchAI Hackathon

Renders various data plots, scrapes Reddit for market insights, retrieves medicine information, and provides persistent memory for user preferences and tasks.

Bright Data

Enables Large Language Models and AI agents to access, search, and navigate the web in real-time without encountering blocks.

M3u8

Manages and processes m3u8/HLS streaming content via a desktop application and the Model Context Protocol.

Selenium

Provides a Model Context Protocol (MCP) server for browser automation using Selenium WebDriver, designed for integration with a browserless service.

Guozaoke

Retrieves information, topics, and content from the Guozaoke forum.

Bookmark Geni

Enables natural language search for local browser bookmarks by processing and indexing their content.

Indian Stock

Provides real-time and historical Indian stock market data, news, and company insights for integration into AI models.

LinkedIn Sales Navigator

Automates lead generation, profile research, and outreach workflows on LinkedIn Sales Navigator through AI assistants.

MEGA Account Generator

Generates MEGA.nz cloud storage accounts programmatically via a minimal JSON-over-stdio server.

Whats New

Fetches AWS What's New announcements by month through an MCP server.

Prospector

Find, verify, and enrich B2B business emails using self-contained DNS/SMTP verification and web scraping, eliminating the need for paid API subscriptions.

Octoweb

Offers a keyboard-first, AI-integrated browser experience designed to amplify thinking and enable direct AI control over web interactions.