AnyMark

The First AI Bookmark Agent — A true Agent that executes tasks, not just AI-enhanced storage.

Manage bookmarks through natural language. The AI autonomously executes complex tasks.

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What is AnyMark?

AnyMark is a Chrome bookmark extension with a true Agent architecture that understands natural language instructions and independently calls tools to complete tasks.

Examples of what you can say:

• "Find all React-related bookmarks" → AI searches and organizes results
• "Organize my development resources" → AI analyzes and reclassifies
• "What's trending on GitHub?" → AI searches externally and displays results
• "Clean up bookmarks unused for over a year" → AI filters and asks for confirmation

Core difference: Not simple AI "enhancement," but a complete Agent architecture based on Function Calling + ReAct loops.

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Features

True Agent Architecture

• Function Calling First: Supports OpenAI, Anthropic, Google function calling APIs
• ReAct Loop Fallback: Automatically degrades to reasoning-action loop when function calling unavailable
• Direct Command Fast Lane: Commands like /ls, /cd execute directly without LLM
• Streaming Response: Real-time display of AI thinking and execution steps

Intelligent Bookmark Analysis

When saving bookmarks, automatically:

• Generate content summary (AI Summary)
• Extract smart tags (AI Tags)
• Identify tech stack (Tech Stack)
• Detect duplicate bookmarks
• Recommend target folder

Vim-Style Keyboard Navigation

Keyboard-driven, mouse optional:

Navigation	↑ ↓	j k	g / G	PgUp / PgDn
Actions	Enter open	O new tab	E edit	Y copy URL
Management	S star	D delete	Space preview	H help
Search	⌘K / / focus	Enter open first	Esc clear	-
Filters	1 Chrome	2 uncategorized	3 starred	4 recent
	5 popular	6 long-tail	7 trash	-

Frecency Smart Ranking

Combines visit frequency with time decay to calculate bookmark activity:

• Green: Active (visited within 7 days)
• Yellow: Occasional (visited within 30 days)
• Blue: Rare (visited within 90 days)
• Snow: Cold (not visited for over 90 days)

Chrome Native Sync

• Bidirectional sync: AnyMark changes sync to Chrome, Chrome changes sync back
• Optional: Use completely locally without sync

Multi-Language Support

English, 简体中文, 日本語, Español, Français, Deutsch

Privacy First

• 100% local storage (IndexedDB)
• API keys encrypted and stored locally
• Zero tracking, zero analytics, zero cloud servers
• AI requests sent directly from browser to your chosen provider

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Installation

git clone https://github.com/Johnny-xuan/Anymark.git
cd Anymark/smart-bookmarks
npm install
npm run build

Then in Chrome Extensions (chrome://extensions/):

1. Enable "Developer mode"
2. Click "Load unpacked"
3. Select the smart-bookmarks/dist/ directory

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AI Configuration

AnyMark supports bring your own API key for all OpenAI-compatible services:

International Providers

Provider	Preset Models
OpenAI	gpt-5.2, gpt-4o, o3
Anthropic Claude	claude-opus-4-6, claude-sonnet-4-5
Google Gemini	gemini-3-pro-preview, gemini-2.5-pro
xAI (Grok)	grok-4, grok-3
Groq	llama-3.3-70b-versatile
Azure OpenAI	gpt-4o

Chinese Providers

Provider	Preset Models
DeepSeek	deepseek-chat, deepseek-reasoner
Doubao	doubao-seed-1.8
Kimi (Moonshot)	moonshot-v1-8k, moonshot-v1-128k
Qwen (Tongyi)	qwen-plus, qwen-max, qwen3-max
01.AI (Yi)	Yi-34B-Chat
SiliconFlow	deepseek-ai/DeepSeek-V3.2
Zhipu	glm-4.7
MiniMax	MiniMax-M2.1

Self-Hosted/Aggregation

Provider	Description
Ollama	Local (llama3.2, qwen2.5, deepseek-r1, etc.)
OpenRouter	Aggregation platform, hundreds of models
HuggingFace	OpenAI-compatible endpoint
Custom	Any OpenAI-compatible service

Note: Preset models are suggestions. You can freely choose any model name.

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Chrome Shortcuts

Shortcut	Action
Alt+Shift+B	Open bookmark manager (sidebar)
Alt+Shift+S	Quick save current page
Alt+Shift+D	Open detailed save panel

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Project Structure

smart-bookmarks/
├── src/
│   ├── agent-v3/              # AI Agent core
│   │   ├── Agent.ts           # Main Agent class
│   │   ├── FunctionCallingLoop.ts  # Function calling loop
│   │   ├── ReActLoop.ts       # Reasoning-action loop
│   │   └── prompts/           # Multilingual system prompts
│   ├── sidebar/               # Sidebar UI
│   │   ├── components/        # React components
│   │   └── store/             # Zustand state management
│   ├── popup/                 # Quick popup
│   ├── background/            # Service Worker
│   ├── utils/                 # Utility functions
│   │   ├── aiAnalyzer.ts      # Bookmark content analysis
│   │   ├── frecencyCalculator.ts  # Activity calculation
│   │   └── apiKeyRotator.ts   # API key rotation
│   ├── services/              # Business services
│   └── i18n/                  # Internationalization (6 languages)
├── public/
│   ├── manifest.json          # Chrome extension config
│   └── _locales/              # Chrome internationalization
└── dist/                      # Build output (load in Chrome)

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Tech Stack

• Frontend: React 18 + TypeScript + Vite
• State Management: Zustand
• UI: Lucide React icons + Highlight.js
• Search: Fuse.js fuzzy search
• Storage: IndexedDB (synced via Chrome Storage API)
• Testing: Vitest + Fast Check (property-based testing)
• Extension: Chrome Extension Manifest V3

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Development

# Type check
npm run type-check

# Lint
npm run lint

# Run tests
npm run test

# Watch mode
npm run test:watch

# Coverage
npm run test:coverage

# i18n audit
npm run i18n-audit

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License

MIT License — Free to use, modify, and distribute.

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