Borrowing it
Nothing to install: this file belongs to Maxkim321/mcp-browser-analyzer. 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/Maxkim321/mcp-browser-analyzer/main/AGENTS.mdgit clone --depth 1 https://github.com/Maxkim321/mcp-browser-analyzerWrote 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/maxkim321/mcp-browser-analyzer/agents-md)<a href="https://agentmods.dev/instructions/maxkim321/mcp-browser-analyzer/agents-md"><img src="https://agentmods.dev/badge/instructions/maxkim321/mcp-browser-analyzer/agents-md/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/instructions/maxkim321/mcp-browser-analyzer/agents-md"><img src="https://agentmods.dev/badge/instructions/maxkim321/mcp-browser-analyzer/agents-md.svg" alt="Reviewed on agentmods" width="80" 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 | $0.02960 | $0.02960 |
| Opus 5.5 | $0.01184 | $0.01184 |
| Sonnet 5.5 | $0.00592 | $0.00592 |
| Haiku 4.5 | $0.00296 | $0.00296 |
Grade A, and why
mcp-browser-analyzer 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 1mo 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.
How it starts
The opening of the file, as written. The whole thing — 96 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md — mcp-browser-analyzer 项目交接文档(给 AI 代理的项目入口)
本文件是 AI 代理(ZCode/Cursor/Trae/Codex 等)进入本项目的统一上下文。改代码前先读完。 最后更新:2026-09-27(P8 混合检索 + P9 MCP 真接入交付后)。
1. 项目定位
独立开源的浏览器 AI Agent 插件:Vue3 MV3 扩展 + Node.js 服务端。支持总结/划词问答/深度研究/性能审计/跨页面记忆/外部工具接入(MCP)。差异化不在"又一个总结插件",而在 Agent 可靠性工程(三层编排、分级 HITL、事件溯源、上下文压缩、注入防护、成本台账)+ MCP 宿主治理。
2. 仓库结构(pnpm monorepo)
mcp-browser-analyzer/
├── chrome-extension/ # MV3 扩展(Vue3 + vite)
│ ├── src/ui/sidepanel/ # 侧边栏主 UI(SidePanel.vue:聊天/审批卡/引用标签/用量条)
│ ├── src/background/ # service worker(消息路由;注意:WS 连接由侧边栏持有,不由 SW)
│ ├── src/content-script/ # Readability 正文提取 + 划词工具条(Shadow DOM closed)
│ └── extension/ # ⚠️ 构建产物+manifest(vite 插件生成)——这是 --load-extension 的加载根目录
├── agent-server/ # Node.js 服务端(CommonJS,端口 9999,WS+Dashboard 同端口)
│ ├── src/core/ # agent.js(ReAct循环) workflow.js(研究状态机) context-manager(压缩)
│ │ # approval.js(分级审批) event-log.js(事件溯源+seq) injection-guard.js(注入防护)
│ │ # llm.js+llm-providers.js(分级路由+Provider适配) usage-*(成本台账) trace-log.js
│ ├── src/tools/ # index.js(15个内置工具+registerDynamicTool) handler.js(分发)
│ │ # mcp-registry.js(MCP纳管三道闸) lighthouse.js
│ ├── src/memory/ # store.js(卡片JSONL) retrieve.js(BM25) embedder.js(两级Embedder)
│ │ # vector-store.js(向量JSONL+cardKey) rrf.js(RRF融合) hybrid.js(编排4模式)
│ │ # embed-sync.js(回填CLI) wire.js(读写接线,recallForPrompt 为 async)
│ ├── src/mcp/client.js # MCP Client(stdio+JSON-RPC 2.0,两代规范兼容)
│ ├── src/communication/ # ws-server.js(WS 消息主循环)
│ ├── eval/ # run-eval.js(黄金评测) run-memory-ab.js(记忆A/B) run-hybrid-ab.js(三路对照)
│ │ # fixtures/ results/(所有数字必须来自 results/ 真实产物)
│ ├── test/ # node:test 单测 158 个(零网络;LLM/工具走 mock/override)
│ ├── mcp-demo.js / mcp-e2e.js / mcp-e2e 全真验证脚本(见 §5)
├── ai-code-review/ # 零依赖 AI 代码审查 CLI(github/gitlab/mock adapters)
└── docs/ # PRD/TECHNICAL/RETROSPECT 等早期文档
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.
- 1mo ago First seen · 96 lines · 2,960 tokens per session scan A c81362fdcbae
mcp-browser-analyzer AGENTS.md is an instructions file published in the GitHub repository Maxkim321/mcp-browser-analyzer (22 stars, last pushed 15d ago), licensed MIT. It adds 2,960 tokens to every session, about $0.0118 per session on Opus 5.5. 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 2026-09-28.
mcp-browser-analyzer AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| mcp-browser-analyzer AGENTS.mdMaxkim321/mcp-browser-analyzer | Instructions file | 22 | 15d ago | MIT | A | 2,960 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 5,516 | GitHub Copilot |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | today | MIT | A | 4,680 | Codex, OpenCode |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | today | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 275k | 3d ago | MIT | A | 4,313 | Codex, OpenCode |