Why this server?
Enhances LLM applications with deep autonomous web research capabilities, delivering higher quality information than standard search tools by exploring and validating numerous trusted sources. This is helpful for comprehensive industry research.
AlicenseNot gradedqualityDmaintenanceEnhances LLM applications with deep autonomous web research capabilities, delivering higher quality information than standard search tools by exploring and validating numerous trusted sources.378MITWhy this server?
A Model Context Protocol (MCP) server implementation that integrates with FireCrawl for advanced web scraping capabilities, crucial for gathering industry-specific data.
AlicenseAqualityCmaintenanceFirecrawl, the context API for AI agents, as an MCP server. Search the web, scrape any URL, parse PDFs and documents, crawl and map sites, interact with pages in a real browser, run Agent research jobs, monitor pages for changes, and search scientific papers. Returns clean Markdown or structured JSON. Run locally with npx firecrawl-mcp or connect to https://mcp.firecrawl.dev/v2/mcp28158,613 npm7,730MITWhy this server?
Connects Google Search Console with Claude AI to enable SEO professionals to analyze their SEO data through natural language conversations, providing access to property information, search analytics, URL inspection, and sitemap management; useful for understanding industry trends via search data.
AlicenseBqualityCmaintenanceConnects Google Search Console with Claude AI to enable SEO professionals to analyze their SEO data through natural language conversations, providing access to property information, search analytics, URL inspection, and sitemap management.9,053 PyPI2,090MITWhy this server?
A server that provides AgentQL's data extraction capabilities enabling AI agents to get structured data from unstructured web. This is useful for extracting industry data from various sources.
AlicenseAqualityCmaintenanceA server that provides AgentQL's data extraction capabilities enabling AI agents to get structured data from unstructured web1237 npm181MITWhy this server?
Provides comprehensive security analysis tools for querying the VirusTotal API, enabling detailed security reports on URLs, files, IP addresses, and domains with automatic relationship data fetching; useful for cybersecurity industry research.
AlicenseNot gradedqualityDmaintenanceProvides comprehensive security analysis tools for querying the VirusTotal API, enabling detailed security reports on URLs, files, IP addresses, and domains with automatic relationship data fetching.3Apache 2.0Why this server?
Provides functionality to fetch and transform web content in various formats (HTML, JSON, plain text, and Markdown) through simple API calls; useful for gathering information on a particular industry.
AlicenseNot gradedqualityCmaintenanceProvides functionality to fetch and transform web content in various formats (HTML, JSON, plain text, and Markdown) through simple API calls.133,039 npm1MITWhy this server?
An MCP server that enables searching various content types (news, blogs, shopping, images, etc.) through Naver's search API; useful for researching trends in South Korea.
AlicenseBqualityBmaintenanceAn MCP server that enables searching various content types (news, blogs, shopping, images, etc.) through Naver's search API.19140 npm87MITWhy this server?
It interacts with the Kaggle API to provide tools for searching and downloading datasets, and a prompt for generating EDA notebooks; useful for data science and machine learning industry research.
AlicenseBqualityDmaintenanceIt interacts with the Kaggle API to provide tools for searching and downloading datasets, and a prompt for generating EDA notebooks.239MITWhy this server?
Provides access to economic data from the Federal Reserve Bank of St. Louis (FRED) through the Model Context Protocol, allowing AI assistants to retrieve economic time series data directly.
AlicenseCqualityDmaintenanceProvides access to economic data from the Federal Reserve Bank of St. Louis (FRED) through the Model Context Protocol, allowing AI assistants to retrieve economic time series data directly.16MIT