01Performs deterministic calculations and statistical aggregations natively using structured Python code (pandas/numpy) for absolute mathematical precision.
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03Extracts data in real-time and transparently via the official public API of the Portuguese National Institute of Statistics (INE).
04Ensures full traceability by citing exact INE indicator IDs, extraction dates, and official sources for all generated responses.
05Operates as a read-only query layer with built-in mechanisms for rate-limiting and caching (Redis/SQLite) to ensure resilience and security.
06Developed using the Model Context Protocol (MCP) standard for standardized RPC calls and robust LLM integration.