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Project description
Crypto Orderbook MCP
An MCP server that analyzes order book depth and imbalance across major crypto exchanges, empowering AI agents and trading systems with real-time market structure insights.
Features
- Order Book Metrics: Calculate bid/ask depth and imbalance for a specified trading pair on a given exchange.
- Cross-Exchange Comparison: Compare order book depth and imbalance across multiple exchanges in a unified Markdown table.
- Supported Exchanges: Binance, Kraken, Coinbase, Bitfinex, Okx, Bybit
Installation
Prerequisites
- Python 3.10 or higher
- uv (Python package and project manager)
Setup
-
Clone the Repository
git clone https://github.com/kukapay/crypto-orderbook-mcp.git cd crypto-orderbook-mcp
-
Install Dependencies
Use
uvto install the required packages:uv sync -
Configure the MCP Client(Claude Desktop)
"mcpServers": { "crypto-orderbook-mcp": { "command": "uv", "args": [ "--directory", "/absolute/path/to/crypto-orderbook-mcp", "run", "main.py" ] } }
Usage
The server provides two main tools:
calculate_orderbook: Computes bid depth, ask depth, and imbalance for a trading pair on a specified exchange.compare_orderbook: Compares bid depth, ask depth, and imbalance across multiple exchanges, returning a Markdown table.
Example: Calculate Order Book Metrics
Prompt: "Calculate the order book metrics for BTC/USDT on Binance with a 1% depth range."
Expected Output (JSON object):
{
"exchange": "binance",
"symbol": "BTC/USDT",
"bid_depth": 123.45,
"ask_depth": 234.56,
"imbalance": 0.1234,
"mid_price": 50000.0,
"timestamp": 1698765432000
}
Example: Compare Order Book Across Exchanges
Prompt: "Compare the order book metrics for BTC/USDT across Binance, Kraken, and OKX with a 1% depth range."
Expected Output (Markdown table):
| exchange | bid_depth | ask_depth | imbalance |
|----------|-----------|-----------|-----------|
| binance | 123.45 | 234.56 | 0.1234 |
| kraken | 89.12 | 178.34 | 0.0987 |
| okx | 145.67 | 256.78 | 0.1345 |
License
This project is licensed under the MIT License. See the LICENSE file for details.
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