Web Scraping & Data Collection MCP 服务器

Website Fetcher

Retrieves raw website content through a lightweight API endpoint, serving as an MCP server demonstration.

Shakespeare

Automates browser interactions and inspects CSSOM for comprehensive web page analysis and style debugging.

SearXNG

Integrates SearXNG functionalities through a standalone Model Context Protocol server.

SciTeX Dataset

Unifies access to neuroscience datasets, enabling discovery and fetching of metadata from major repositories like OpenNeuro, DANDI, and PhysioNet through a single Python API and CLI.

OpenAlex

Provides AI agents with structured tools to search and retrieve academic articles, authors, and institutions from the OpenAlex scholarly database.

OpenDirectories

Accesses a vast database of over 12 million verified businesses across 10 countries through the Model Context Protocol, offering tools for search, verification, and market analysis.

ESPN

Delivers real-time ESPN sports data directly to AI assistants, offering 12 specialized tools for live scores, standings, and athlete statistics across 25+ leagues.

Commonwealth Corporate Registry

Provides cross-jurisdiction corporate registry intelligence for AI agents, streamlining company verification and compliance processes across Australia, Canada, New Zealand, and the UK.

Gemini Agent

Leverages Google Search, deep URL analysis, and Python code execution to solve complex, multi-step research and data tasks.

Quiver

Access political and alternative financial data from Quiver Quantitative.