Skip to main content
Glama
Cryptocurrency Market Data MCP Server

Cryptocurrency Market Data MCP Server

by Nayshins

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.

MCP Python CCXT

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

Related MCP server: Crypto MCP Server

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

Available Tools

7 tools
get-historical-ohlcvB

Get historical OHLCV (candlestick) data for a trading pair

Inputs: symbol (required), timeframe, days_back, exchange.

get-market-summaryC

Get detailed market summary for a cryptocurrency pair from a specific exchange

Inputs: symbol (required), exchange.

get-priceB

Get current price of a cryptocurrency pair from a specific exchange

Inputs: symbol (required), exchange.

get-price-changeC

Get price change statistics over different time periods

Inputs: symbol (required), exchange.

get-top-volumesB

Get top cryptocurrencies by trading volume from a specific exchange

Inputs: limit, exchange.

get-volume-historyC

Get trading volume history over time

Inputs: symbol (required), days, exchange.

list-exchangesB

List all supported cryptocurrency exchanges

Inputs: no named parameters.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A3.5/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool has a clearly distinct purpose with no ambiguity: get-historical-ohlcv for candlestick data, get-market-summary for detailed pair info, get-price for current price, get-price-change for statistics, get-top-volumes for volume rankings, get-volume-history for volume trends, and list-exchanges for exchange listing. The descriptions precisely differentiate their functions, making misselection unlikely.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern using kebab-case (e.g., get-historical-ohlcv, list-exchanges). The naming is predictable and readable throughout, with 'get-' or 'list-' prefixes clearly indicating the action, ensuring a uniform and professional appearance.

    Tool Count5/5

    With 7 tools, the server is well-scoped for cryptocurrency market data, covering key areas like pricing, volume, exchanges, and historical data. Each tool earns its place by addressing specific market analysis needs, avoiding bloat while providing comprehensive coverage for the domain.

    Completeness4/5

    The tool set offers strong coverage for cryptocurrency market data, including price, volume, historical data, and exchange info. Minor gaps exist, such as no tools for order book depth, trade history, or market sentiment, but agents can work around these with the provided tools for core market analysis tasks.

    Maintenance

    ActivityInactive
    ResponsivenessLimited data

    Related MCP Connectors

    Related MCP Servers

    • A
      license
      Not graded
      quality
      D
      maintenance
      A Model Context Protocol server that exposes Binance cryptocurrency exchange data to LLMs, allowing agents to access real-time prices, order books, and historical market data without requiring API keys.
      21
      MIT
    • F
      license
      Not graded
      quality
      D
      maintenance
      Provides real-time and historical cryptocurrency market data using ccxt, enabling users to fetch live prices, historical candlestick data, and stream real-time ticker updates across multiple exchanges.
      14
      -
    • A
      license
      Not graded
      quality
      D
      maintenance
      A Model Context Protocol server that provides cryptocurrency data tools and resources via an HTTP endpoint. It enables users to fetch real-time market data from Binance, track activity logs, and generate cryptocurrency executive summaries.
      ISC
    • A
      license
      A
      quality
      D
      maintenance
      A comprehensive cryptocurrency market-data MCP server with 49 tools across six data sources, enabling LLMs to answer market questions via natural language.
      49
      MIT