Frappe_Assistant_Core

The server employs robust multi-layered security measures, including: stringent OAuth 2.0 and API key authentication; comprehensive role-based access control integrated with Frappe's permission system; extensive static code scanning for dangerous Python and SQL operations ('exec', 'eval', direct DB modifications, file/network access) within the `run_python_code` tool; a read-only database wrapper (`ReadOnlyDatabase`) for script execution; strict control over available built-in functions and module imports; and detailed audit logging of all LLM interactions and tool executions. Dynamic client registration is configurable and defaults to enabled. While the `run_python_code` tool directly uses `exec()`, the sandboxing and validation mechanisms are exceptionally thorough, making it one of the safest implementations of arbitrary code execution in such a context.