Live Tools — Use Right Here

These tools are embedded directly on this page — no install, no sign-up required.

📈

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:
🔍

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 ENGINE SWARM AI

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.

#swarm#prediction#finance#multi-agent
★ Trending
VIEW ON GITHUB
AUTO HEDGE FUND AUTONOMOUS

AutoHedge

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.

#hedge-fund#trading#swarm#automation
The-Swarm-Corporation
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PORTFOLIO RISK RISK MGMT

Volara

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.

#portfolio#risk#ML#real-time
The-Swarm-Corporation
VIEW ON GITHUB
CURATED AGENTS CURATED LIST

Awesome Financial Agents

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.

#agents#finance#curated#frameworks
The-Swarm-Corporation
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PORTFOLIO OPT OPEN SOURCE

PyPortfolioOpt

Python library for financial portfolio optimization. Implements classical mean-variance optimization, Black-Litterman allocation, risk models (sample covariance, Ledoit-Wolf, semi-covariance), and efficient frontier generation. Battle-tested and widely used.

#python#portfolio#optimization#quant
★ 4k+
VIEW ON GITHUB
FINANCIAL TOOLKIT 150+ METRICS

FinanceToolkit

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.

#toolkit#analysis#ratios#technicals
★ 3.5k+
VIEW ON GITHUB
CRYPTO ANALYSIS TRADING BOT

Freqtrade

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.

#crypto#bot#backtesting#python
★ 33k+
VIEW ON GITHUB
QUANT RESEARCH INDUSTRY STD

QuantLib

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.

#quant#pricing#bonds#options
★ 5k+
VIEW ON GITHUB
AWESOME LIST RESOURCE HUB

Awesome Quant

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.

#curated#quant#resources#trading
★ 17k+
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🐝 What is Swarm Intelligence for Finance?

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.