01Code-defined tool contracts for explicit input and behavior specification.
02Bearer token authentication for protected access to all tool execution endpoints.
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04Dual exposure of tools via OpenAPI for LLMs (OpenWebUI) and MCP for agent frameworks (n8n).
05Strict input validation using Pydantic to ensure secure and reliable tool execution.
06Dynamic loading and registration of Python tools, supporting clean separation by capability domain.