Web Scraping & Data Collection MCP 服务器

Weather

Provides real-time weather information to AI models via the Model Completion Protocol.

MCP Tools

Provides AI-powered tools for web search, mathematical calculations, and tech news aggregation using the Machine Communication Protocol.

WebScrape

Crawls websites and extracts data based on configurable parameters.

Google Search

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

Financial Data

Provides comprehensive stock market information through RESTful APIs and MCP, sourcing data from Yahoo Finance.

Pubmed

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

Kv Extractor

Extracts key-value pairs from arbitrary, noisy, or unstructured text using LLMs and provides type-safe output in JSON, YAML, or TOML formats.

DocsScraper

Provides semantic search capabilities over documentation chunks using embeddings and AI validation, connecting to a web API.

Google Search

Provides Google Custom Search functionality as a Model Context Protocol (MCP) server.

Stealth Browser

Enables undetectable real-browser automation for AI agents, effectively bypassing Cloudflare, CAPTCHAs, and social blocks through AI network debugging.

VS Code Simple Browser

Enables LLMs to interact with and control VS Code's Simple Browser window.

Deep Web Research

Enhances web research capabilities for large language models through intelligent search queuing and content extraction.

ScholarScope

Integrates with academic APIs to search for papers, authors, and institutions, retrieve citations, and fetch full-text articles.

Binoculo

Automates banner grabbing by sending requests to Binoculo and processing the responses.

API Aggregator

Aggregates external API data, including weather, news, and financial information, into a single, consistent interface for AI agents and large language models.

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.

Scraper Engine

Provides a basic server for web scraping tasks.

Reddit

Provides read-only access to browse and search Reddit content via its official API through a Model Context Protocol (MCP) server.

FCA

Provides real-time, conversational access to live FCA Register data through AI interfaces for financial services.

Binance Announcements

Streams the latest Binance announcements to AI agents in real time, facilitating instant analysis and action.