Web Scraping & Data Collection MCP Servers

MyZ Search

Provides programmatic access to web search results and page content extraction via an HTTP API.

Mew

Extends AI assistant capabilities by providing a Model Context Protocol (MCP) server for integrating external tools and data sources.

RuneScape Wiki

Accesses RuneScape Wiki APIs to provide real-time Grand Exchange prices, item data, and player statistics for RuneScape 3.

Nyt

Unifies access to multiple New York Times APIs through a single endpoint.

PostCrawl

Provides access to the PostCrawl API for searching and extracting content from social media platforms, particularly Reddit, optimized for AI assistants.

Milind-soni

Provides a basic Next.js application setup with automatic font optimization.

VenGr0

Provides an API to retrieve current exchange rates, weather forecasts, and recent news summaries.

Serper

Exposes the comprehensive Serper Google Search API, including its webpage scrape functionality, as an MCP server.

MCP4Amazon

Enables large language models to directly access and analyze data from Amazon for e-commerce businesses.

Agentic Search Example

Enables AI agents to search and retrieve content from websites.

YouTube Transcript

Extracts YouTube video IDs and fetches video transcripts programmatically.

XPath

Executes XPath queries on XML and HTML content, including fetching content from URLs.

GitIngest

Generates structured text context files from public and private GitHub repositories, optimizing code information for large language model (LLM) task resolution.

MixSearch

Provides comprehensive web search functionality with multi-engine support, advanced filtering, and full content extraction via both MCP protocol and a REST API.

Browser Manager

Manages and automates web browsers, providing an interface to control browser functions, tabs, and web page interactions.

Georgia Tech

Provides large language models with comprehensive access to Georgia Tech's academic, research, and campus data.

Google Custom Search

Provides asynchronous access to the Google Custom Search API using service account authentication, packaged as a modern Python MCP server.

Playwright

Provides browser automation capabilities to large language models by leveraging Playwright's accessibility tree for web interaction.

Naver Flight

Retrieves the top 10 cheapest direct flight information for specific routes and dates using the Naver flight search API.

Kagi

Integrates Kagi's powerful search, summarization, and AI assistant capabilities into external applications via a Node.js server.