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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qq.com (@SoLongAdios) · Ownership Verified
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GEMINI_API_KEYgemini Google Gemini https://generativelanguage.googleapis.com/v1beta/openai gemini-2.5-flashGEMINI_BASE_URL❌ https://generativelanguage.googleapis.com/v1beta/openai Google OpenAI 兼容端点 base URLKIMI_API_KEYkimi 月之暗面 Moonshot https://api.moonshot.cn/v1 kimi-k3 / kimi-k2.6KIMI_BASE_URL❌ https://api.moonshot.cn/v1 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❌ https://api.xiaomimimo.com/v1 小米 mimo OpenAI 兼容端点 base URLOPENAI_API_KEYopenai OpenAI GPT https://api.openai.com/v1 gpt-4o / gpt-4o-miniOPENAI_BASE_URL❌ https://api.openai.com/v1 OpenAI 兼容端点 base URLQWEN_API_KEYqwen 阿里百炼 https://dashscope.aliyuncs.com/compatible-mode/v1 qwen-vl-max / qwen3.8-maxQWEN_BASE_URL❌ https://dashscope.aliyuncs.com/compatible-mode/v1 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_KEYsiliconflow 硅基流动（开源模型聚合） https://api.siliconflow.cn/v1 Qwen/Qwen2.5-VL-72B-InstructSILICONFLOW_BASE_URL❌ https://api.siliconflow.cn/v1 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❌ 60000 单次请求超时毫秒ZHIPU_API_KEY编辑 .env，填入 （及可选的 MIMO_API_KEY）ZHIPU_BASE_URL❌ https://open.bigmodel.cn/api/paas/v4 智谱 API base URL，一般无需修改ZHIPU_MODELVISION_MODEL_CHAIN ❌ 见下 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Tool 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
2 secret/sensitive values flow into network calls (ZHIPU_API_KEY → dynamic, ZHIPU_API_KEY → open.bigmodel.cn)
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 console.log
Redact or omit secret values from log output.
[](https://m8ven.ai/mcp/solongadios-zhipu-vision-mcp-qqqhc5)?variant=verified from the URL.Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.
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