Live market charts and financial analysis tools — usable right here on Matrix Hub. Plus a curated directory of open-source swarm-intelligence frameworks to self-host.
Live Tools — Use Right Here
These tools are embedded directly on this page — no install, no sign-up required.
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Live Market Chart
Real-time interactive chart for any stock, crypto, forex, or index. Switch symbols, timeframes, drawing tools, indicators — fully featured TradingView chart embedded here.
LIVE
Quick switch:
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Crypto Market Screener
Scan the entire crypto market by price change, volume, market cap, RSI, and more — live data, updated every few seconds.
LIVE
Open-Source Developer Resources
These are GitHub projects you can clone, run locally, or deploy on your own server. They are powerful swarm-AI and quant-finance libraries — not browser embeds, but freely available to build with.
SWARM AI ENGINESWARM AI
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MiroFish
Open-source universal swarm intelligence engine for prediction and analysis. Spawns thousands of autonomous AI agents that simulate collective behavior to produce prediction reports for finance, markets, politics, and more. Knowledge-graph extraction, multi-agent simulation, and configurable agent personalities.
Autonomous AI hedge fund powered by swarm intelligence. Multiple specialized agents handle trading strategies, technical analysis, statistical modeling, risk management, and live execution. JSON-based institutional-grade output with modular agent design.
Open-source portfolio risk management and analysis system built with real-time data processing and advanced ML models. Risk assessment for stocks, derivatives, and bonds; real-time updates; extensible risk metrics; portfolio optimization; and API integration.
Curated GitHub list of agent-based frameworks and tools focused on financial analysis and trading. Covers frameworks like Tickr Agent and open-aladdin, specialised crypto and stock analysis agents, and step-by-step guides for building multi-agent financial systems.
Comprehensive open-source financial analysis toolkit. Covers 150+ financial ratios and performance measurements including fundamental analysis, technical indicators, risk metrics, and factor analysis. Works with any stock or asset.
Free and open-source crypto trading bot written in Python. Supports backtesting, plotting, machine learning optimization, and paper and live trading on major exchanges. Strategy-first design — write your own logic or use community strategies.
Industry-standard quantitative finance library. Pricing of bonds, options, swaps, interest-rate models, yield curves, and Monte Carlo simulations. Used by banks, hedge funds, and quant researchers worldwide. Available in Python, C++, and more.
The definitive curated list of quantitative finance resources on GitHub. Libraries, data sources, research papers, books, and tutorials covering algorithmic trading, risk management, portfolio theory, market microstructure, and more.
Swarm intelligence applies collective behavior principles — borrowed from ant colonies, bird flocking, and bee swarms — to financial analysis. Multiple autonomous AI agents each analyze different facets of a market (fundamentals, sentiment, technical indicators, on-chain data) and their combined output produces more accurate predictions than any single model. Tools like MiroFish and AutoHedge bring this approach to open-source finance.