crabagent 0.11.0

CrabAgent - AI Agent Platform with dual-mode (CLI + Serve)

🦀 CrabAgent

AI Knowledge Work Platform — Chat when you need answers, Work when you need results. Two modes, one seamless experience. Runs in terminal, browser, or desktop.

CrabAgent is a local-first AI platform with two working modes that adapt to what you're doing:

	Chat Mode 💬	Work Mode 🛠️
Layout	Session list + conversation	AI sidebar + live workspace
Focus	Talk, ask, brainstorm	Create, edit, build
Right panel	—	Document preview / code editor / prototype / meeting notes
Switch	Click 🛠️ icon in toolbar	Click 💬 icon or AI auto-switches when opening files

You don't pick a mode upfront. Start chatting, and when the AI starts working on a document or code file, the workspace slides open automatically. Switch back to Chat Mode anytime for a clean conversation view.

Chat Mode                          Work Mode
┌──────┬──────────────┐           ┌──┬──────────┬────────────────┐
│      │              │           │  │ AI Chat  │   Workspace    │
│ Sess │  Conversation│           │ 💬│ Sidebar  │  ┌──────────┐  │
│ List │              │           │  │ (350px)  │  │ Document │  │
│      │              │           │  │          │  │ Preview  │  │
│      │              │           │  │ Input    │  │ Code     │  │
│      │              │           │  │          │  │ Prototype│  │
│      │              │           │  │          │  │ Meeting  │  │
└──────┴──────────────┘           │  │          │  └──────────┘  │
                                  └──┴──────────┴────────────────┘

English | 中文

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💬 Chat Mode — Pure Conversation

The default mode. Session list on the left, full-width conversation on the right. No distractions.

Best for:

• Asking questions and getting AI-powered answers
• Brainstorming and exploring ideas
• Quick research via web search and browser automation
• Delegating tasks to specialized AI agents (researcher, analyst, coder, writer)
• Multi-turn conversations with full project memory

You: "帮我分析一下这个项目的架构"
AI: [reads files, analyzes patterns, generates structured report]
You: "把分析结果整理成一份 Word 文档"
AI: [creates document] → auto-switches to Work Mode with preview

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🛠️ Work Mode — AI + Live Workspace

When the AI creates or opens a file, the interface splits: AI chat shrinks to a 350px sidebar on the left, and the workspace takes over the right side. Everything the AI does is visible in real time.

Workspace types

Type	What shows	Trigger
📄 Document	Office document preview (.docx / .xlsx / .pptx) with outline, timeline, and inline edit	AI creates/opens an Office file
💻 Code	Monaco-based code editor with syntax highlighting	AI works on a code file
🔬 Prototype	Split-pane: source code on left, live preview on right	AI builds an HTML/JS prototype
📝 Meeting	Structured meeting notes panel with action item extraction	You click "Start Meeting"

Work Mode features

• Real-time preview: watch the AI edit a document and see changes reflected instantly
• Inline editing: double-click text in document preview to edit directly
• AI Edit toolbar: Bold, italic, font size, color — one click to style selected text
• Natural language edit: type instructions like "make the heading red" and the AI applies it
• Document timeline: see the full history of AI operations on the document
• File browser: browse project files without leaving Work Mode
• One-click switch back to Chat Mode when you're done

Work Mode in action:

You: "读取 sales.xlsx 汇总 Q1 数据，做成一份报告"
                          │
  ┌───────────────────────┼───────────────────────────────┐
  │  AI Chat Sidebar      │  Workspace (Document Preview) │
  │                       │                               │
  │  AI: Reading file...  │  ┌─────────────────────────┐  │
  │  AI: Q1 total: $1.2M  │  │  Q1 Sales Report        │  │
  │  AI: Creating doc...  │  │  ───────────────        │  │
  │  AI: Done! ✓          │  │  Total: $1.2M           │  │
  │                       │  │  Growth: +23%           │  │
  │  [Input: continue...] │  │  ...                    │  │
  │                       │  └─────────────────────────┘  │
  └───────────────────────┴───────────────────────────────┘

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🤖 AI Team

Both modes have access to a team of specialized agents:

Agent	Role	Best for
Researcher	Web researcher	Search, browse, collect data
Analyst	Data analyst	Compare, identify patterns, generate reports
Coder	Code expert	Write, review, debug, refactor
Writer	Content writer	Write, edit, translate, format
Plan Creator	Task planner	Decompose complex tasks into workflows

Orchestration modes

Delegate      → @researcher "find competitor pricing"
Parallel      → Run 3 agents simultaneously on different tasks
Pipeline      → research → analyze → write (with data flow)
Handoff       → Pass context from one agent to another

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📬 Email Intelligence — Tasks from Inbox

CrabAgent watches your inbox and turns emails into action items — automatically.

Incoming email: "明天下午3点开会讨论新功能"
      │
      ├─ 🧠 LLM analyzes: meeting + deadline detected
      ├─ 📝 Drafts a reply for your review
      ├─ ✅ Creates task: "参加关于crabagent的会议" (due tomorrow 3PM)
      └─ 🔗 Links task to email conversation — click to view full context

No rules, no regex. Just LLM-powered understanding.

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💬 WeChat Channel — AI in Your Pocket

Bind your WeChat account via QR code, and CrabAgent becomes reachable from your phone.

You (WeChat): "看一下26年1月有啥工作"
       │
       ├─ 🤖 Agent processes with full project context
       ├─ 💬 Replies directly in WeChat chat
       └─ 🔔 Pushes notifications: task overdue, scheduled task done, email summary

Three modes:

• Command execution — send instructions from WeChat, Agent executes and replies
• Proactive notifications — task deadlines, scheduled task results, email summaries auto-pushed
• Conversational — multi-turn chat with full project memory

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🧠 Project Memory & Self-Evolving Agents

Every time you work in a project, CrabAgent automatically extracts lessons and preferences. Next time you open it, it already knows:

=== 项目上下文 ===
上次活跃：06-05 15:30
技术栈：Python / FastAPI / SQLAlchemy
项目经验：N+1 查询用 selectinload 优化；API 文档用 OpenAPI 规范
====================

After each task, agents reflect on what worked (and what didn't) and store the insight permanently:

Layer	Scope	What's stored
Project Memory	Per workspace	Recent lessons, tech stack, activity timeline
User Preferences	Per user	Communication style, tool preferences, rejected patterns
Agent Lessons	Per agent	Technical strategies, pitfalls, effective approaches

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Quick Start

pip install crabagent
crabagent init

# TUI — interactive REPL with slash commands
crabagent

# Web UI — Chat Mode & Work Mode
crabagent --serve          # → http://localhost:5210
                           #   Default login: admin / xcl1989

# Single-shot CLI
crabagent "organize this directory"

Desktop App (macOS, development)

Build the Electron wrapper (requires Python + crabagent installed on your system):

# One-command build (from git clone):
make desktop
# → electron/dist-electron/CrabAgent-0.10.5-arm64.dmg

# Or from pip install:
crabagent --build-desktop

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Features

🛠️ Work Mode

Split-pane workspace with live document preview, code editor, prototype builder, meeting notes, and Markdown editor. AI chat sidebar stays interactive while you work.

📝 Markdown Editor

Split-pane editor for .md files — source on the left, live rendered preview on the right. Bidirectional scroll sync, GFM tables, syntax-highlighted code blocks. Switch between Source / Split / Preview views.

📄 Intelligent Document Processing

AI agents can read, create, edit, and preview Office documents (.docx, .xlsx, .pptx) directly in conversations.

🧠 Project Memory

Remembers your project context across sessions. Zero extra cost.

🖼️ Multi-modal

Paste/drop images into conversations. Auto-detects vision model support.

🌐 Browser Automation

pip install 'crabagent[browser]'
playwright install chromium

🔌 MCP Client

Connect external MCP servers (stdio + HTTP). Tools auto-discover and get prefixed.

⏱ Scheduled Tasks

> Open Hacker News at 9 AM every day and screenshot top 5
> Check product page every 30 min, notify me if below $500

🦀 Snapshots (Molt)

Auto-snapshot files before changes. Roll back anytime without Git.

🔧 Custom Tools

Drop a .py file in .crabagent/tools/ — or let the AI create one for you in a conversation.

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Installation

pip install crabagent                    # CLI + Web UI + API (all-in-one)
pip install 'crabagent[browser]'        # Browser automation
pip install 'crabagent[memory]'         # Semantic memory search (recommended)
pip install 'crabagent[dev]'            # Testing + linting

Development

make install            # Build frontend + install (editable)
ruff check src/ tests/  # Lint
ruff format src/ tests/ # Format
pytest                   # Run tests

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CLI / TUI Commands

Command	Description
/exit, /quit	Exit
/help	Help
/clear	Clear context
/model [name]	Switch model
/models	List models
/provider [cmd]	Manage providers
/sessions / /session [id]	List/load sessions
/new	New session
/agents [cmd]	Agent team management
/agent [name]	Switch agent
/agent_stats <name>	Agent growth stats
/delegate [@agent] [task]	Delegate task
`/memory [list	search
/skills / /skill <name>	List/view skills
/molt [cmd]	Snapshot management
/todo [cmd]	Todo management
/export	Export as Markdown
/image <path>	Send image
/runs [agent]	View run history
/abort	Abort execution

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Configuration

Variable	Default	Description
CRAB_DB_URL	sqlite+aiosqlite:///./crabagent.db	Database URL
CRAB_JWT_SECRET	auto-generated	JWT signing key
CRAB_SERVE_HOST	0.0.0.0	Server host
CRAB_SERVE_PORT	5210	Server port
CRAB_MAX_ITERATIONS	50	Max agent iterations
CRAB_MAX_TOKENS	4096	Max response tokens
CRAB_BROWSER_HEADLESS	true	Browser headless mode
CRAB_WEB_PROXY	(empty)	HTTP proxy for web tools
CRAB_MEMORY_EMBEDDING	auto	Memory vector search: auto / on / off

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Project Structure

CrabAgent/
├── src/crabagent/
│   ├── cli/           # CLI + TUI
│   ├── core/agent/    # Agent loop, tools, compression, agents
│   ├── core/mcp/      # MCP client manager
│   ├── core/          # Database, config, project memory, embedding
│   └── serve/         # FastAPI + API + scheduler
├── frontend/          # React SPA
├── electron/          # Electron desktop app
├── scripts/           # Build scripts
├── crabagent.spec     # PyInstaller config
└── crabagent.db       # SQLite database

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License

GNU Affero General Public License v3 (AGPLv3) for non-commercial use. Commercial use requires a separate license. Contact the author.

See LICENSE.