Web Scraping & Data Collection MCP 服务器

Browserai

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

Weather Data

Integrates real-time weather information with a standardized context protocol for sharing environmental data across systems.

Selenium

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

Web Search

Empowers AI agents with robust internet search and content scraping capabilities, facilitating dynamic information retrieval and processing.

PancakeSwap PoolSpy

Tracks and provides real-time data on newly created liquidity pools on PancakeSwap.

Hacker News

Provides AI assistants with programmatic access to the Hacker News API for fetching stories, comments, and user data.

Superprecio

Empowers AI assistants with real-time price comparison, deals, and product availability information for supermarkets in Argentina.

Yachtsy

Provides AI-powered yacht and boat marketplace intelligence, integrating with the Yachtsy Agent API to offer comprehensive listings and expert sailing advice within MCP clients.

Community Research

Find battle-tested solutions to coding problems from across the programming community, bypassing generic documentation and AI hallucinations.

Browserbase

Enables large language models to automate web browsers for various online interactions and data collection tasks.

Nonprofit Grant Intelligence

Assess nonprofit health, verify grant compliance, screen integrity, and search for opportunities leveraging IRS 990 data.

Instacart

Enables AI agents to search for products, manage shopping carts, and place grocery orders on Instacart.

GoodRx

Enables AI assistants to search for drug prices, find pharmacies, and retrieve discount coupons using the GoodRx prescription discount service.

Rover

Connects AI assistants to the Rover pet services marketplace for managing pet care.

Z39.50 Library Search

Enables fast and efficient searching of library catalogs across multiple Z39.50-enabled library systems.

Research Integrity Screening

Connects AI agents to academic fraud detection, leveraging 7 live data sources to screen researchers and flag integrity concerns.

Infrastructure & Location Risk

Provides infrastructure and location risk intelligence for any address or coordinate, orchestrating 15 data sources to deliver structured risk scores.

Perplexica

Integrates Perplexica's AI-powered search engine with any Model Context Protocol-compatible AI assistant, enabling web, academic, and deep search capabilities.

Meteors

Provides comprehensive data on NASA fireballs, near-Earth asteroids, and close approach celestial bodies.

ATTOM

Provides access to premium real estate data from ATTOM Data Solutions via the Model Context Protocol.