zhipu-vision
A multi-provider vision model MCP server with automatic failover, providing a single tool analyze_image for image recognition and understanding across multiple models.
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GEMINI_API_KEYgemini-2.5-flashGEMINI_BASE_URLGoogle OpenAI 兼容端点 base URLKIMI_API_KEYkimi-k3 / kimi-k2.6KIMI_BASE_URL月之暗面 OpenAI 兼容端点 base URLMIMO_API_KEYglm-4.6v-flash / glm-4.1v-thinking-flash / glm-4v-flash 为智谱免费视觉模型；mimo-v2.5 / mimo-v2-omni 为小米 mimo 多模态模型（需 ），作为收费兜底：智谱免费模型 429 限流/失败时自动切换。MIMO_BASE_URL小米 mimo OpenAI 兼容端点 base URLOPENAI_API_KEYgpt-4o / gpt-4o-miniOPENAI_BASE_URLOpenAI 兼容端点 base URLQWEN_API_KEYqwen-vl-max / qwen3.8-maxQWEN_BASE_URL阿里百炼 OpenAI 兼容端点 base URL（新版百炼空间可覆盖为 maas 端点）SILICONFLOW_API_KEYQwen/Qwen2.5-VL-72B-InstructSILICONFLOW_BASE_URL硅基流动 OpenAI 兼容端点 base URLVISION_MODEL_CHAIN1. 追加到候选链（自动参与故障转移）：把条目加到 末尾，如VISION_TIMEOUT_MS单次请求超时毫秒ZHIPU_API_KEY智谱 API key（[open.bigmodel.cn](https://open.bigmodel.cn) 控制台获取）ZHIPU_BASE_URL智谱 API base URL，一般无需修改ZHIPU_MODEL逗号分隔的候选模型链，按优先级自动故障转移。条目格式 provider:model，provider 缺省为 zhipu。默认链为智谱免费模型 + mimo 收费兜底；追加其他收费模型（kimi/qwen/gemini/gpt 等）即自动参与故障转移，未配 key 的条目自动跳过。未设置时退化为 ZHIPU_MODELTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
1/1 tools missing one or more hints — analyze_image (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Tests exist
No test files found
Add tests that exercise each declared tool.
Secrets stay with their owner
1 secret/sensitive value flow into network calls (ZHIPU_API_KEY → open.bigmodel.cn) (1 other flows matched canonical API hosts)
Audit where credentials are sent. A NOTION_TOKEN should only reach api.notion.com — never a third-party host.
Secrets not logged
4 secret values sent to log
Redact or omit secret values from log output.
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