Web Scraping & Data Collection MCP Servers

DeepRe

Generates in-depth research reports on specified topics using the Google Gemini AI API.

GoScry

Automates web browser interactions through an API for tasks like navigation, data extraction, and authentication.

Bing Searches

Collects, processes, and analyzes Bing search data to extract insights and patterns.

MinionWorks

Automates complex tasks in a web browser using modular AI agents.

Fetch

Retrieves and converts web content into various formats.

USGS Water

Retrieve real-time water data including stream flow, gage height, and temperature from USGS monitoring stations.

WebforAI Text Extractor

Extracts plain text from web pages using the WebforAI library via a Cloudflare Workers-based Model Context Protocol (MCP) server.

Firecrawl

Enables web scraping, content searching, site crawling, and data extraction using the Firecrawl API.

Pubmed

Provides an API to access the PubMed database, allowing users to search articles, retrieve metadata, and download PMC PDFs.

Google Search

Provides enhanced Google search capabilities with advanced anonymization and anti-detection features via a Model Context Protocol server.

RAG & Code Validation

Empowers AI agents to learn from the web and validate their generated code against a knowledge base, effectively preventing hallucinations.

Steel Puppeteer

Automates browser interactions for LLMs using Puppeteer and the Model Context Protocol.

Data Analytics Server

Provides a comprehensive data analytics environment, accessible through a web interface, for processing, analyzing, and visualizing data.

Education Data

Provides access to the Urban Institute's Education Data API, enabling retrieval of detailed and aggregated education data.

Awesome

Provides a collection of Model Context Protocol (MCP) tools for analyzing crypto market data and Vietnam stock market data.

Malaysia Open Data

Provides easy access to Malaysia's Open Data APIs, government datasets, and public information.

Google Search

Enables AI models to perform Google searches and analyze webpage content programmatically through an MCP server.

Web Analyzer

Performs high-performance web analysis, content summarization, and structured data extraction for diverse applications.

Ldoce

Scrapes data from the Longman Dictionary website and returns it in a standardized JSON format.

Clado

Provides a Model Context Protocol (MCP) server that exposes advanced LinkedIn data collection and analysis tools.