Borrowing it
Nothing to install: this file belongs to mikulovesuki/mimo-vision-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/mikulovesuki/mimo-vision-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/mikulovesuki/mimo-vision-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/instructions/mikulovesuki/mimo-vision-mcp/agents-md)<a href="https://agentmods.dev/instructions/mikulovesuki/mimo-vision-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/mikulovesuki/mimo-vision-mcp/agents-md.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00345 | $0.00345 |
| Opus 5 | $0.00172 | $0.00172 |
| Sonnet 5 | $0.00069 | $0.00069 |
| Haiku 4.5 | $0.00034 | $0.00034 |
Grade A, and why
mimo-vision-mcp AGENTS.md scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Mimo Vision MCP 使用说明
本项目的 mimo-vision MCP server 通过视觉模型（如 MiMo-V2.5）提供图像理解能力。
是否调用（重要）
- 如果你（当前模型）本身支持图像输入（多模态）：用户给的图片可直接作为图像输入理解， 不要调用 mimo-vision 工具。
- 如果你不支持图像输入（纯文本模型）：遇到以下情况时主动调用 mimo-vision 工具：
- 用户说"看/描述/分析/识别这张图、这个截图、这个图片"
- 对话中出现图片的本地路径（如
C:\Users\xx\Pictures\a.png）、URL 或 base64 数据 - 用户要求识别图片中的文字（OCR）
- 用户给出多张图片要求对比、分析
可用工具
analyze_image(images, prompt)— 通用图片问答，可多图describe_image(images)— 详细描述图片内容extract_text_from_image(images)— 提取图中文字（OCR）
images 列表元素支持：本地绝对路径 / http(s) URL / base64 data URI。
注意
- 本地路径必须可被本 MCP 进程访问（同一台机器）
- 调用后把返回的
result字段内容转述给用户即可 - 若返回
error字段，说明图片输入非法或 API 未配置，请据此提示用户
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 28 lines · 345 tokens per session scan A 21f5ca2c36cd
mimo-vision-mcp AGENTS.md is an instructions file published in the GitHub repository mikulovesuki/mimo-vision-mcp (1 stars, last pushed 18d ago), licensed MIT. It adds 345 tokens to every session, about $0.0017 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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