Web Scraping & Data Collection MCP Servers

Starbucks

Retrieves Starbucks menu categories and items.

Semantic Scholar

Provides comprehensive access to academic paper data, author information, and citation networks via the Semantic Scholar API.

Searxng

Provides privacy-respecting web search capabilities to AI applications and other services via an MCP server.

Deepwiki

Crawls Deepwiki URLs, converts relevant content into standardized Markdown, and provides it in various formats for AI processing.

Browserbase

Enables LLMs to perform cloud browser automation, interact with web pages, and extract data using the Model Context Protocol.

Huoshui Fetch

Fetches, converts, and extracts various data types from web pages for structured processing.

Coworking Skill

Scrapes Google Maps for free coworking spaces using a headless browser, providing a list of workspace links without requiring API keys.

DuckDuckGo

Serves DuckDuckGo HTML search results, extracting titles, URLs, and snippets with built-in caching and bot detection retries.

Frostbyte

Access over 40 diverse APIs, including IP geolocation, crypto prices, DNS lookups, web scraping, and AI agent tools, all with a single API key.

Law Enforcement Intelligence

Aggregates law enforcement and public safety intelligence by gathering court records, criminal databases, regulatory enforcement actions, and compliance violation histories.

Google SERP

Enables Google SERP search capabilities for Model Context Protocol clients through the AceDataCloud API.

Digital Scribe

Facilitates high-integrity ingestion and preservation of historical artifacts using the Model Context Protocol.

CimiData

Access and analyze comprehensive WeChat official account data, including article statistics and content discovery, through an MCP server.

Marketplace Search

Allows AI agents to search three major marketplaces for trading card prices, music gear, and local service professionals.

Lecture Assistant

Generates comprehensive study notes from YouTube lectures by integrating video transcripts, Wikipedia concept explanations, and relevant arXiv papers without requiring any API keys.

Robots.txt AI

Visually manage AI bot access to your website for optimal SEO control.

Serp

Integrates Google SERP search, images, news, maps, and knowledge graph results into AI clients via Model Context Protocol.

Yfinance

Exposes the data-fetching and information-collection capabilities of the yfinance Python library as discoverable, type-safe tools for AI hosts.

Zippopotam

Provides ZIP and postal code lookup services via the Zippopotam.us API.

NHTSA

Access comprehensive vehicle data including VIN decoding, make, and model information using the official NHTSA vPIC API.