This tool functions as a production-ready server that exposes powerful BigBugAI capabilities, specifically for cryptocurrency token analysis and trending data, to various clients. It supports both local MCP clients like Claude Desktop and Cursor through stdio transport, and offers optional remote access via HTTP/SSE using FastAPI and Uvicorn. Designed for robustness, it includes API key authentication, per-key rate limiting, Pydantic schemas for clear data handling, and comprehensive error management, making it a reliable gateway for accessing BigBugAI's insights.