Web Scraping & Data Collection MCP Servers

UK Explr

Transforms UK census and other bulk data into a unified statistical lookup table, enabling multi-resolution geospatial and demographic analysis through a flexible query interface.

Gopher

Integrates the Gopher AI API with Model Context Protocol clients to enable data searching capabilities, particularly for Twitter.

Outscraper

Extracts structured data from Google services and websites using a Model Context Protocol server.

Grabba

Exposes Grabba API functionalities as callable tools for AI agents and applications.

QAnon

Provides a Model Context Protocol (MCP) server enabling AI analysis of QAnon posts for sociological research.

Tavily

Provides a remote SSE MCP server for interacting with the Tavily Search API.

LlamaIndex OpenWeather Agent

Enables LLM agents to fetch live weather information from the OpenWeather API using LlamaIndex and MCP tool integration.

Google Search

Enables web searches using Google Custom Search API and extracts content from webpages.

News Instagram

Automates the intelligent scraping, AI-processing, and publishing of Canadian news into engaging Instagram content.

WebSearch

Enables Claude to access the internet via the Model Context Protocol (MCP) for advanced web searching and content extraction.

SeeClickFix

Provides access to real-time civic issue reports from SeeClickFix's Open311 API, enabling retrieval of local infrastructure problems and community-reported issues by geographic location.

Google Search

Enables AI assistants to perform real-time web and image searches via Google's Custom Search API.

Gremlin Web Scraper

Scrapes and crawls visible text content from public web pages using a lightweight HTTP module designed for the VS Code Model Context Protocol.

PDF Reader

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

Playwright Fetch

Enables LLMs to fetch and process JavaScript-rendered web content, converting HTML to markdown for easier consumption.

Edinburgh Festivals

Query the Edinburgh Festivals API for event and venue information, including historical data.

Pubmed

Facilitates searching, analyzing, and retrieving medical literature from the PubMed database.

Scraper Engine

Provides a basic server for web scraping tasks.

TryKitt.ai

Enables AI assistants to find and verify B2B email addresses using the TryKitt.ai API.

Haloscan

Provides a Model Context Protocol (MCP) server to access and utilize the Haloscan SEO API for comprehensive SEO analysis and data retrieval.