Web Scraping & Data Collection MCP Servers

Kerry Tools

Empowers AI agents with a versatile set of tools for system information, personal profile management, web search, and weather inquiries.

Fetch

Fetches URLs and YouTube video transcripts.

Google Maps Reviews Scraper

Provides an MCP Server to expose Google Maps review scraping capabilities via a standardized API.

Formula-1

Provides a language model wrapper for analyzing Formula 1 data, leveraging the Fast-F1 library.

NBA

Provides real-time and historical NBA data to Large Language Models through an MCP server.

Web Search Agent

Creates a small web search agent using Pydantic AI and an agentic coding assistant.

Ransomware Analysis System

Integrates an MCP server, Gemini AI agent, and n8n for automated ransomware threat analysis.

Tavily Search

Enables search functionality via the Tavily API within the Model Context Protocol framework.

News

Aggregates multi-source news, applying AI for synthesis and bias removal, while using conversation-aware caching for persistent information retrieval.

SSB

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

ManaMurah

Provides an interface to query Malaysian consumer goods prices from KPDN Pricecatcher data using natural language.

Selenium

Enables browser automation through a Model Context Protocol (MCP) server implementation for Selenium WebDriver.

Browserai

Provides serverless browser access for AI agents and applications, enabling real-time web data retrieval and interaction.

Steel Voyager

Enables LLMs to navigate the web through Puppeteer-based tools and Steel, facilitating automated web interactions.

SearxNG Search

Enables web searches using a SearxNG instance via the Model Context Protocol.

Scrapy

Scrapes websites, from basic HTTP requests to dynamic sites requiring JavaScript execution, using TypeScript.

Fichador

Generates structured reading summaries by searching and extracting content from educational articles on todamateria.com.br.

YT Fetch

Provides programmatic access to the YouTube Data API v3 for comprehensive video and channel data retrieval and analysis.

Gres API

Provides a minimalist AI command server for agents and developers to snap pages, grab sites, source docs, and ask questions via a single interface.

DataForSEO

Provides a standardized interface for AI assistants to access a wide range of DataForSEO APIs and obtain comprehensive SEO data.