Borrowing it
Nothing to install: this file belongs to kitlau86/agent-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/kitlau86/agent-vision-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/kitlau86/agent-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/kitlau86/agent-vision-mcp/claude-md)<a href="https://agentmods.dev/instructions/kitlau86/agent-vision-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/kitlau86/agent-vision-mcp/claude-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 | $0.00436 | $0.00436 |
| Opus 5 | $0.00218 | $0.00218 |
| Sonnet 5 | $0.00087 | $0.00087 |
| Haiku 4.5 | $0.00044 | $0.00044 |
Grade A, and why
agent-vision-mcp CLAUDE.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 8d 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
agent-vision-mcp
为非视觉模型提供图片分析能力的 MCP 服务器。单一工具 analyze_image，调用用户配置的 OpenAI 兼容视觉 API。
技术栈： TypeScript + tsx + tsc + npm | Node >= 18
核心依赖： @modelcontextprotocol/sdk v1.x + openai v4.x + zod v3.x
命令
npm run dev— tsx 运行源码npm run build— tsc 编译到 dist/npm start— node dist/index.js
架构
index.ts → McpServer + StdioServerTransport 注册 analyze_image 工具 → handler 串联 image-processor（图片来源检测/base64）→ cache（SHA256 文件缓存，默认关闭）→ vision-client（openai SDK 调用 chat.completions.create）
约定
- 中文
README-CN.md与英文README.md必须同步修改：改动其一时，务必同步更新另一个，保持内容一致 - 日志只打
console.error（stderr），stdout 是 MCP 通道 - 注释/文档用中文，标识符用英文，关键字英文
- Zod
.strict()，TS 严格模式 - 工具层捕获所有异常返回
{ isError: true }，不向上抛 - 详见
docs/
参考文档（操作前先读对应文档）
- 修改数据流/模块职责/工具注册 →
docs/architecture.md - 改动环境变量/MCP 客户端配置/各供应商示例 →
docs/configuration.md - 构建/编译/依赖/开发命令相关 →
docs/development.md - 本地联调、发布前全链路测试、stdio 接入验证 →
docs/local-testing.md
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.
- 8d ago First seen · 28 lines · 436 tokens per session scan A 81d3cdfef28f
agent-vision-mcp CLAUDE.md is an instructions file published in the GitHub repository kitlau86/agent-vision-mcp (10 stars, last pushed 3mo ago), licensed MIT. It adds 436 tokens to every session, about $0.0022 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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