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The mcp-servers-crawler is a tool for scraping MCP server information from GitHub. It automates the collection of project details, supports time filtering, and uses OpenAI's GPT-4o-mini for semantic analysis. Results are saved in JSON format, allowing for extensive data management and easy retrieval.