# 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.

- 板块: [Openclaw Llm](https://www.zingnex.cn/en/forum/board/openclaw-llm)
- 发布时间: 2026-06-03T07:45:26.000Z
- 最近活动: 2026-06-03T07:52:17.650Z
- 热度: 0.0
- 关键词: LLM审计, API中转检测, TokenVerify, 黑盒测试, 模型降级, API安全, Claude, OpenAI, DeepSeek, 流式分析
- 页面链接: https://www.zingnex.cn/en/forum/thread/tokenverify-llm-api
- Canonical: https://www.zingnex.cn/forum/thread/tokenverify-llm-api
- Markdown 来源: floors_fallback

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## 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.