Web Scraping & Data Collection MCP 服务器

Brave Search

Integrates the Brave Search API to provide web and local search capabilities.

Search Fetch

Provides resources and tools for creating, fetching, and searching notes, along with prompt generation for summarization.

Firecrawl

Integrates Firecrawl's web scraping and content extraction capabilities into Model Context Protocol (MCP) environments.

Cloudflare Playwright

Empowers AI assistants to control a browser and perform web automation tasks like navigation, typing, clicking, and taking screenshots.

JinaAI

Extracts clean, LLM-ready content from any URL using Jina AI's Reader API for intelligent web reading, delivered as a Model Context Protocol server.

Google Search

Provides a Google Custom Search server, integrating the Google Custom Search API for powerful search capabilities.

Weather

Retrieves real-time weather information for any city worldwide.

SFD

Provides real-time incident data from the Seattle Fire Department, optimized for large language models.

Stock Query System

Retrieves comprehensive stock market information using AI-powered natural language understanding and reliable financial data sources.

Google Trends Explorer

Visualizes Google Trends data via a Next.js web interface and exposes it as a tool for AI agents through an MCP server.

Gemini Web Automation

Provides AI-powered web browsing automation using Google's Gemini 2.5 Computer Use API.

VN Stock API

Provides a unified interface to search, access, and retrieve data from various Vietnamese stock market APIs and financial news sources.

Logo

Intelligently extracts and analyzes logo icons from website URLs, providing detailed insights and optimal versions.

Search and Apply Jobs

Streamline the job application process by searching multi-site job postings, analyzing descriptions, and optimizing application documents.

Research Hub

Accesses 13 academic sources in parallel to search, download, and generate bibliographies for research papers.

Web Tools

Provides a comprehensive collection of web and data utility tools, including email validation, IP geolocation, URL metadata extraction, sentiment analysis, QR code generation, and random data generation.

Google

Access various Google services like YouTube, Trends, News, Scholar, and NotebookLM programmatically, often without official APIs, for AI agent integration.

Systemic Risk Contagion

Analyzes systemic risk contagion in financial networks by orchestrating 16 diverse data sources and applying advanced mathematical frameworks to generate comprehensive financial stability reports.

NexusAPI

Provides a comprehensive suite of 18 compute tools for AI agents, including web scraping, sandboxed code execution, and machine learning inference, accessible via an API.

API to Tools

Converts any API specification into LLM-callable tool definitions for seamless integration with AI agents.