market-data-hubProvides multi-source real-time and historical Chinese stock market data with auto rate limiting, failover, and technical indicator calculations.
Install via ClawdBot CLI:
clawdbot install paul1989889/market-data-hubGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://img.shields.io/badge/python-3.8+-blue.svgAudited Apr 17, 2026 · audit v1.0
Generated Mar 21, 2026
This skill can be integrated into automated trading systems to fetch real-time stock quotes and calculate technical indicators like MACD and RSI for algorithmic decision-making. It supports multiple data sources with automatic failover, ensuring reliable data feeds for high-frequency trading strategies.
Researchers and analysts can use this skill to gather historical K-line data and compute indicators such as Bollinger Bands and KDJ for backtesting investment hypotheses. The multi-source support, including Baostock for high-quality historical data, aids in producing robust market studies.
Educational platforms can leverage this skill to provide users with real-time market data and interactive charts showing technical indicators like moving averages. The easy-to-use API allows beginners to explore stock trends and learn trading concepts with practical examples.
Investment firms can integrate this skill into dashboards to monitor portfolio performance by fetching batch quotes and capital flow data. The rate limiting and retry mechanisms ensure stable data updates without overwhelming external APIs during market hours.
Data providers can use this skill to aggregate stock information from sources like Tencent and AKShare, offering consolidated feeds to clients. The fault-switching and usage statistics features help maintain service reliability and track data source performance.
Offer this skill as a cloud-based API service with tiered pricing based on request volume and data sources accessed. Revenue comes from monthly subscriptions, with premium tiers including advanced indicators and higher rate limits for enterprise clients.
License the skill to financial institutions or fintech startups for integration into their proprietary platforms. Revenue is generated through one-time licensing fees or annual contracts, with customization options for specific data needs and branding.
Provide basic data fetching for free to attract individual traders and hobbyists, while charging for advanced features like bulk data exports, real-time alerts, and premium technical indicators. Revenue streams include in-app purchases and ad placements in free versions.
💬 Integration Tip
Ensure all dependencies like AKShare and Baostock are installed, and configure rate limits based on your application's expected traffic to avoid API throttling.
Scored Apr 19, 2026
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