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ValueCell-ai / Subagents

valuecell

ValueCell is a community-driven, multi-agent platform for financial applications.

  • 11k stars
  • 1.8k forks
  • 67 open issues
  • Language: Python
  • License: Apache-2.0
  • updated

Install

Terminal
git clone https://github.com/ValueCell-ai/valuecell && cp valuecell/*.md ~/.claude/agents/
  1. Clone the repository and copy the agent .md definitions into ~/.claude/agents (or .claude/agents inside a project).
  2. Start a new Claude Code session to load the agents.
  3. Delegate work to them with the Task/Agent tool or by name.

Editor's note

ValueCell is a multi-agent financial platform built in Python that deploys specialized subagents for stock research, crypto trading, and market monitoring. The core agents include a DeepResearch Agent that retrieves and analyzes company fundamentals, a Strategy Agent that executes automated trades across multiple crypto strategies, and a News Retrieval Agent that delivers scheduled market updates. It connects to live exchanges including Binance, OKX, Hyperliquid, and Coinbase for contract trading, and pulls market data from US, Hong Kong, Chinese A-share, and crypto markets. The platform supports Claude alongside other LLM providers through OpenAI-compatible APIs and integrates with multi-agent frameworks via the A2A Protocol, including LangChain and Agno. A hosted version at valuecell.ai offers A-share deep research with no local deployment required, while the downloadable MacOS and Windows desktop app keeps all credentials and sensitive data stored locally. Developers and retail investors researching equities or automating crypto strategies are the primary audience.

README

Subagents overview

Full README on GitHub

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ValueCell

Our Product Launched 🔥🔥🔥

ValueCell now provides A-share deep research, market analysis and requires no deployment—access directly at valuecell.ai.

Description

ValueCell is a community-driven, multi-agent platform for financial applications. Our mission is to build the world's largest decentralized financial agent community.

It provides a team of TOP investment Agents to help you with stock selection, research, tracking, and even trading.

The system keeps all your sensitive information stored locally on your device, ensuring core data security.

Welcome to join our Discord community to share feedback and issues you encounter, and invite more developers to contribute 🔥🔥🔥

Note: ValueCell team members will never proactively contact community participants. This project is for technical exchange only. Investing involves risk. ⚠️

Screenshot

Watch the video

Key Features

Multi-Agent System

  • DeepResearch Agent: Automatically retrieve and analyze fundamental documents to generate accurate data insights and interpretable summaries

  • Strategy Agent: Supports multiple crypto assets and multi-strategy smart trading, automatically executing your strategies

  • News Retrieval Agent: Supports personalized scheduled news delivery to track key information in real time

  • Others: More agents are in planning...

Flexible Integrations

  • Multiple LLM Providers: Support OpenRouter, SiliconFlow,Azure,Openai-compatible,Google,OpenAI and DeepSeek

  • Popular Market Data: Cover US market, Crypto market, Hong Kong market, China market and more

  • Multi-Agent Framework Compatible: Support Langchain, Agno by A2A Protocol for research and development integration

  • Exchange Connectivity: Live routing to OKX and Binance, featuring built-in guardrails

Quick Start

New Users

To get started quickly, download the latest ValueCell application for MacOS or Windows from the Releases page on GitHub.

After installation, please configure your preferred model provider before using ValueCell for the first time. Refer to the instructions in the application or documentation as needed.

Live Trading
  • Configure AI Models: Add your AI Model API Key through the web interface.

  • Configure Exchanges: Set up Binance/HyperLiquid/OKX/Coinbase... API credentials

  • Create Strategies: Combine AI model with exchange to create custom strategies

  • Monitor & Control: Start/stop traders and monitor performance in real-time

  • Note: Currently only supports contract trading (spot is implemented as 1X contracts), so please ensure your contract account has sufficient balance

Supported Exchanges
ExchangeNotesStatus
BinanceOnly supports international site binance.com, not US site. Uses USDT-M futures (USDT-margined contracts). Ensure your futures account has sufficient USDT balance. Trading pair format: BTC/USDT. Note: Ensure perpetual contract account balance is not 0. When applying for API, add IP whitelist by searching My IP in search engine✅ Tested
HyperliquidOnly supports USDC as margin currency. Uses your main wallet address + API wallet private key authentication (use API tab to apply). Market orders are automatically converted to IoC limit orders. Trading pair format must be manually adjusted to SYMBOL/USDC (e.g., WIF/USDC). Configure with main wallet address + API wallet private key. Minimum 10U per trade✅ Tested
OKXRequires API Key, Secret, and Passphrase (OKX account password) for authentication. Supports USDT-margined contracts. Trading pair format: BTC/USDT✅ Tested
CoinbaseSupports USDT-margined contracts. Coinbase International is not yet supported🟡 Partially Tested
Gate.ioSupports USDT-margined contracts. Requires API Key and Secret🟡 Partially Tested
MEXCSupports USDT-margined contracts. Requires API Key and Secret🟡 Partially Tested
BlockchainSupports USDT-margined contracts. Requires API Key, Secret🟡 Partially Tested

Legend:

  • ✅ Tested: Fully tested and verified in production environment

  • 🟡 Partially Tested: Code implementation complete but not fully tested, may require debugging

  • Recommended: Prioritize using fully tested exchanges (Binance, Hyperliquid, OKX)

Notice
  • Currently supports leverage trading only, so you need to ensure your Perps account has sufficient balance.

  • You must keep your API secrets secure to avoid losing funds. The app stores secrets locally on your device and will not send them to any third party over the internet.

  • To ensure your account safety, you need to reset your API keys regularly.


Note: Before running the application, ensure all prerequisites are installed and environment variables are properly configured. If it has been a long time since the last update, you can delete local data stores and start fresh:

  • LanceDB directory (stored in your system application directory, same path as .env):

    • macOS: ~/Library/Application Support/ValueCell/lancedb

    • Linux: ~/.config/valuecell/lancedb

    • Windows: %APPDATA%\\ValueCell\\lancedb

  • Knowledge directory (stored in your system application directory, same path as .env):

    • macOS: ~/Library/Application Support/ValueCell/.knowledge

    • Linux: ~/.config/valuecell/.knowledge

    • Windows: %APPDATA%\\ValueCell\\.knowledge

  • SQLite database file (stored in your system application directory, same path as .env):

    • macOS: ~/Library/Application Support/ValueCell/valuecell.db

    • Linux: ~/.config/valuecell/valuecell.db

    • Windows: %APPDATA%\\ValueCell\\valuecell.db

Developers

We sincerely invite all developers to join our Discord discussion group, where we regularly share the community roadmap and upcoming contributor benefit plans.

Details on development processes and standards are provided below:CONTRIBUTING.md

ValueCell is a Python-based application with a comprehensive web interface, supporting multi-platform deployment. Follow the configuration below to get started quickly.

Clone Repository

   git clone https://github.com/ValueCell-ai/valuecell.git
   cd valuecell

Running the Application

Launch the complete application (frontend, backend, and agents):

Linux / Macos
bash start.sh
Windows (PowerShell)
.\start.ps1
Accessing the Interface
  • Web UI: Navigate to http://localhost:1420 in your browser

  • Logs: View application logs directly in the terminal for detailed runtime information of backend services and individual agents

Next Steps

Once the application is running, you can explore the web interface to interact with ValueCell's features and capabilities.

Configuration

More detailed configuration information can be found at CONFIGURATION_GUIDE

Roadmap

🤖 Enhanced Agent Capabilities

Trading Capabilities
  • Crypto: Supports OKX、Binance and Hyperliquid exchanges, with more exchanges planned for integration...

  • Securities: Gradually support AI securities trading

Market Expansion
  • European Markets: Add support for FTSE, DAX, CAC 40, and other European exchanges

  • Asian Markets: Expand coverage to Nikkei and emerging Asian markets

  • Commodity Markets: Oil, Gold, Silver, Agricultural products analysis

  • Forex Markets: Major currency pairs and cross-currency analysis

Topics
agentic-aiagentsaiassitantcryptoequityfinanceinvestmentmcppythonreactstock-market
Frequently asked

What people ask about valuecell

What is ValueCell-ai/valuecell?

ValueCell-ai/valuecell is subagents for the Claude AI ecosystem. ValueCell is a community-driven, multi-agent platform for financial applications. It has 11k GitHub stars and its last recorded update is dated 2026-03-09.

How do I install valuecell?

You can install valuecell by cloning the repository (https://github.com/ValueCell-ai/valuecell) or following the README instructions on GitHub. ClaudeWave also provides quick install blocks on this page.

Is ValueCell-ai/valuecell safe to use?

Our security agent has analyzed ValueCell-ai/valuecell and assigned a Trust Score of 90/100 (tier: Verified). See the full breakdown of passed checks and flags on this page.

Who maintains ValueCell-ai/valuecell?

ValueCell-ai/valuecell is maintained by ValueCell-ai. The last recorded GitHub activity is dated 2026-03-09, with 67 open issues.

Are there alternatives to valuecell?

Yes. On ClaudeWave you can browse similar subagents at /categories/agents, sorted by popularity or recent activity.

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Project homepage
https://valuecell.ai