mimo-vision-mcp
OfficialServer Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| MIMO_API_KEY | Yes | API key for Xiaomi MiMo, required | |
| MIMO_TIMEOUT | No | Request timeout in seconds | 60 |
| MIMO_BASE_URL | No | Base URL of the MiMo API. Change to https://token-plan-cn.xiaomimimo.com/v1 for Token Plan key (tp- prefix). | https://api.xiaomimimo.com/v1 |
| MIMO_MAX_TOKENS | No | Maximum output tokens | 2048 |
| MIMO_VISION_MODEL | No | The vision model name. Must use mimo-v2.5 for vision; mimo-v2.5-pro is text-only. | mimo-v2.5 |
| MIMO_ENABLE_THINKING | No | Whether to output thinking process (slower) | False |
| MIMO_MAX_IMAGE_BYTES | No | Maximum single image size in bytes (10MB) | 10485760 |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| describe_imageA | 识别单张图片并返回文字描述。 适用于截图、UI 图、设计稿、报错图、照片、图表等任意图片。当用户让你"看/读/识别" 一张图片、截图或报错时，调用本工具。请勿用文件读取工具直接读图片（纯文本模型不支持）。 Args: image: 图片的本地路径、http(s):// URL、file:// 或 data:image/...;base64,...。 prompt: 具体要提取什么，越具体越好；留空返回通用描述。 Returns: 图片的文字描述。 |
| analyze_imagesA | 对多张图片做联合分析，例如前后对比、A/B 方案比较、多帧序列分析。 Args: images: 图片路径或 URL 列表（建议 2-5 张，每张 ≤10MB）。 question: 比较或汇总的指令，例如 "这些截图之间发生了什么视觉变化？" / "这两套 UI 稿风格是否一致？"。 Returns: 联合分析文本。 |
| extract_text_from_imageA | 纯 OCR：逐字提取图片中的全部文字，保留换行缩进，不做解读。 最适合日志、终端、代码、报错弹窗、文档扫描的截图。 Args: image: 图片的本地路径、http(s):// URL、file:// 或 data:image/...;base64,...。 Returns: 逐字转录的文字内容。 |
| read_image_infoA | 只校验图片输入是否可被识别（不调用 MiMo API），返回格式信息，用于排查图片输入问题。 Args: image: 图片的本地路径、http(s):// URL、file:// 或 data:image/...;base64,...。 Returns: 校验结果与图片 MIME 类型。 |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| config_info | 查看当前 MiMo MCP 配置（脱敏，不含完整 API Key）。 |
TDQS
Scored across 4 tools
Each tool has a clear, distinct purpose: single-image description, multi-image comparison, OCR text extraction, and input validation. No overlap or ambiguity between them.
All tool names follow a consistent verb_noun snake_case pattern (describe_image, analyze_images, extract_text_from_image, read_image_info), making the naming pattern predictable.
4 tools is well-scoped for an image vision server. Each tool addresses a distinct need without unnecessary padding, making the set easy to navigate.
The tool surface covers the core vision tasks: describing images, analyzing multiple images, OCR, and input validation. There are no obvious missing operations for the stated purpose.