mcp-demo

The primary security risk is the direct reliance on a 'credentials.json' file for Google API access, hardcoded in the script ('credentials.json'). This file contains sensitive service account keys. If compromised or improperly secured (e.g., committed to a public repository), it could grant unauthorized access to Google Forms and Sheets. For production use, a more secure method of secret management (e.g., environment variables, KMS, or secure vaults) should be used instead of a direct file path. The prompt instructions for the LLM could potentially lead to data quality issues if the LLM hallucinates or deviates from the expected output format for 'initial_evaluation', although input validation in 'sheets.py' helps mitigate direct exploitation.