The stack: 🧠 Gemini 2.5 Flash (agentic loop) 🔧 Model Context Protocol (5 custom tools) ⚡ FastAPI 🧪 123 tests (8 real mainnet failures verified) 📦 MIT open source Benchmarks: 21.8s avg, 100% classification accuracy.
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