0xarchive-cli: A Perpetual Contract Market Data CLI Tool Designed for AI Agents

0xarchive-cli is an open-source command-line tool designed specifically for AI agents and automated workflows. It provides programmatic access to historical data from perpetual contract markets like Hyperliquid and Lighter.xyz, covering multi-dimensional data such as order books, transaction records, funding rates, liquidation records, and open interest. Its emergence lowers the barrier to algorithmic trading research and AI model training, marking a significant shift in the way financial data is accessed.

In the cryptocurrency and DeFi space, high-quality historical data used to be a moat for professional traders and institutions. It was expensive and had a high barrier to access, making it difficult for ordinary developers and AI researchers to obtain. As AI agents are increasingly applied in trading and risk management, the demand for programmatic, high-quality financial data has become more urgent.

0xarchive-cli is the command-line client of the 0xArchive project, supporting mainstream perpetual contract platforms like Hyperliquid, Lighter.xyz, and HIP-3. Its design follows four core principles: AI-first (adapting to AI agents and automated workflows), multi-platform unification (shielding API differences across platforms), complete historical data (supporting backtesting), and native CLI (aligning with developer habits).

The tool provides five key types of data:

1. Order book data: Historical snapshots and incremental updates, used for analyzing market depth and liquidity distribution;
2. Transaction records: Complete historical data, supporting price discovery and volume distribution analysis;
3. Funding rates: Reflecting long-short sentiment and leverage costs, helping to understand market sentiment cycles;
4. Liquidation records: Revealing risk events and leverage usage, optimizing risk management;
5. Open interest: Reflecting market participants' exposure and capital flows, combined with price analysis to identify support and resistance levels.

The architecture of 0xarchive-cli is designed to meet the needs of AI agents:

• Unified query interface: Shields API differences across platforms, so developers don't need to write adaptation code;
• CLI-friendly: Supports pipe operations and JSON output, seamlessly integrating into automated workflows;
• Data integrity: Ensures data quality to meet quantitative analysis needs;
• Performance optimization: Supports time range filtering and data aggregation, maintaining efficiency when processing large-scale data.

The practical value of the tool is reflected in multiple scenarios:

• Quantitative strategy research: Using historical data to backtest strategies and validate hypotheses;
• AI model training: Providing high-quality training data for machine learning models;
• Risk management analysis: Designing risk control mechanisms through liquidation data and changes in open interest;
• Market microstructure research: Analyzing order book and transaction data to understand market operations;
• Automated trading: AI agents integrate the tool to implement data-driven trading decisions.

The AI-first design of 0xarchive-cli reflects the trend of AI agent applications—the rise of dedicated data interfaces. In vertical fields (such as quantitative finance), the value of professional data far exceeds general knowledge, and AI agents need convenient access to professional data. This tool demonstrates how to package professional data into AI-friendly interfaces, lowering the application threshold. This model can be replicated in fields like law, medicine, and scientific research, providing data infrastructure for AI agents in various vertical domains.

0xarchive-cli demonstrates the evolution direction of financial data infrastructure in the AI era. By opening up AI-friendly interfaces for professional financial data, it lowers the threshold for algorithmic trading research and paves the way for the application of AI agents in the financial field. As AI agents are more deeply applied in trading, risk management, and other areas, similar data infrastructure will become increasingly important. As a pioneer, 0xarchive-cli provides a reference model for subsequent projects.