TokenVerify: A Black-box Auditing Tool for LLM API Endpoints to Identify Relay and Degradation Risks

Introduction / Main Floor: TokenVerify: A Black-box Auditing Tool for LLM API Endpoints to Identify Relay and Degradation Risks

A command-line tool for auditing whether LLM endpoints truthfully declare their providers, model families, and reasoning capabilities. It can detect risk signals such as API relay, capability degradation, and privacy leaks, and generate readable Markdown audit reports.