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ccxt数据服务

通过与主要交易所的集成,提供实时和历史加密货币市场数据。此服务器使像克劳德这样的大型语言模型能够获取当前价格、分析市场趋势并访问详细的交易信息。

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README

Cryptocurrency Market Data MCP Server

A Model Context Protocol (MCP) server that provides real-time and historical cryptocurrency market data through integration with major exchanges. This server enables LLMs like Claude to fetch current prices, analyze market trends, and access detailed trading information.

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Cryptocurrency Market Data Server MCP server

Features

  • Real-time Market Data

    • Current cryptocurrency prices
    • Market summaries with bid/ask spreads
    • Top trading pairs by volume
    • Multiple exchange support
  • Historical Analysis

    • OHLCV (candlestick) data
    • Price change statistics
    • Volume history tracking
    • Customizable timeframes
  • Exchange Support

    • Binance
    • Coinbase
    • Kraken
    • KuCoin
    • HyperLiquid
    • Huobi
    • Bitfinex
    • Bybit
    • OKX
    • MEXC

Installation

Installing via Smithery

To install Cryptocurrency Market Data Server for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install mcp-server-ccxt --client claude

Installing Manually

# Using uv (recommended)
uv pip install mcp ccxt

# Using pip
pip install mcp ccxt

Usage

Running the Server

python crypto_server.py

Connecting with Claude Desktop

  1. Open your Claude Desktop configuration at:

    • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json
    • Windows: %APPDATA%\Claude\claude_desktop_config.json
  2. Add the server configuration:

{
    "mcpServers": {
        "crypto": {
            "command": "python",
            "args": ["/path/to/crypto_server.py"]
        }
    }
}
  1. Restart Claude Desktop

Available Tools

  1. get-price

    • Get current price for any trading pair
    • Example: "What's the current price of BTC/USDT on Binance?"
  2. get-market-summary

    • Fetch detailed market information
    • Example: "Show me a market summary for ETH/USDT"
  3. get-top-volumes

    • List top trading pairs by volume
    • Example: "What are the top 5 trading pairs on Kraken?"
  4. list-exchanges

    • Show all supported exchanges
    • Example: "Which exchanges are supported?"
  5. get-historical-ohlcv

    • Get historical candlestick data
    • Example: "Show me the last 7 days of BTC/USDT price data in 1-hour intervals"
  6. get-price-change

    • Calculate price changes over different timeframes
    • Example: "What's the 24-hour price change for SOL/USDT?"
  7. get-volume-history

    • Track trading volume over time
    • Example: "Show me the trading volume history for ETH/USDT over the last week"

Example Queries

Here are some example questions you can ask Claude once the server is connected:

- What's the current Bitcoin price on Binance?
- Show me the top 5 trading pairs by volume on Coinbase
- How has ETH/USDT performed over the last 24 hours?
- Give me a detailed market summary for SOL/USDT on Kraken
- What's the trading volume history for BNB/USDT over the last week?

Technical Details

Dependencies

  • mcp: Model Context Protocol SDK
  • ccxt: Cryptocurrency Exchange Trading Library
  • Python 3.9 or higher

Architecture

The server uses:

  • CCXT's async support for efficient exchange communication
  • MCP's tool system for LLM integration
  • Standardized data formatting for consistent outputs
  • Connection pooling for optimal performance

Error Handling

The server implements robust error handling for:

  • Invalid trading pairs
  • Exchange connectivity issues
  • Rate limiting
  • Malformed requests
  • Network timeouts

Development

Running Tests

# To be implemented
pytest tests/

Contributing

  1. Fork the repository
  2. Create a feature branch
  3. Make your changes
  4. Submit a pull request

Local Development

# Clone the repository
git clone [repository-url]
cd crypto-mcp-server

# Install dependencies
uv pip install -e .

Troubleshooting

Common Issues

  1. Exchange Connection Errors

    • Check your internet connection
    • Verify the exchange is operational
    • Ensure the trading pair exists on the selected exchange
  2. Rate Limiting

    • Implement delays between requests
    • Use different exchanges for high-frequency queries
    • Check exchange-specific rate limits
  3. Data Formatting Issues

    • Verify trading pair format (e.g., BTC/USDT, not BTCUSDT)
    • Check timeframe specifications
    • Ensure numerical parameters are within valid ranges

License

MIT License - See LICENSE file for details

Acknowledgments

  • CCXT for exchange integrations
  • Model Context Protocol for the MCP specification
  • The cryptocurrency exchanges for providing market data APIs
help

运行方式说明

cloud

托管运行

托管运行通常表示这个 MCP Server 由服务方环境承载,用户一般按页面提供的连接方式或授权流程接入,不需要在本地长期启动一个 MCP 进程

  1. 打开服务方连接页
  2. 完成授权或复制端点
  3. 在 MCP 客户端中连接
terminal

本地运行 / 其它方式

本地运行通常需要用户在自己的电脑或服务器上安装依赖,把 server_config 复制到 MCP 客户端,并按 env_schema 补齐环境变量、密钥或其它配置

  1. 复制 server_config
  2. 安装所需依赖
  3. 补齐环境变量后重启客户端