This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.

Transparent and Efficient Financial Analysis

A financial chat application powered by LangChain, OpenBB, and Claude 3 Opus.

An MCP server for public & prediction markets research. Ask natural-language questions and get structured, source-backed answers across SEC filings, earnings transcripts, company financials, stock & crypto market data, and prediction markets news & research. Built for investors, analysts, and researchers who need fast, cited intelligence.

RRG-Lite is a Python CLI tool for displaying Relative Rotation graph (RRG) charts.

Relative Rotation Graphs (RRG) for Indian stock markets (NSE, NIFTY) to track sector rotation and relative strength. Uses RS-Ratio and RS-Momentum to identify outperforming and weakening sectors, based on the Julius de Kempenaer RRG methodology, adapted for Indian equity markets

A finance tracking app that provides detailed insights about your expenses using AI, allowing you to chat and call interaction with your financial data.

Understand the global trends in investments so that we can make the investment decisions effectively.

A financial chat application powered by LangChain, OpenBB, and Claude 3 Opus.

Quantitative factor-driven portfolio optimizer with MILP, rolling beta estimation, sector-aware constraints, and a live interactive backtest & analytics app deployed on Streamlit.

Advanced cross-market financial models (India & US) built for long-term sector analysis (2020-2030), including ROCE-PE relationships, CAS Scoring architecture, RAPI framework, heatmaps, and valuation-efficiency insights. Designed for investment research, Portfolio strategy, and global sector benchmarking.

Financial-Chat: AI-powered terminal using LangChain & OpenBB. Features Market-Sentiment-Analysis, Technical-Analysis, and real-time Stock-Market data.

Machine Learning based predictive model for S&P 500 sector performance.

Institutional-grade equity research skill for Claude — fundamentals-first company and sector analysis

Multilingual stock research app with market scanning, explainable scoring, live data fallbacks, news signals, and sector insights.

Finance-NLP-Chatbot: AI-powered finance tracker for expense insights. Features Financial-Language-Model integration for chat/call data interaction.

The objective is to identify the best sectors, countries, and a suitable investment type for making investments. The overall strategy is to invest where others are investing, implying that the 'best' sectors and countries are the ones 'where most investors are investing'.

Sector-relative alpha and factor analysis framework for U.S. equities. Single-index OLS, iShares sector ETF benchmarks, Alpha vs Risk visualization.

Portfolio optimization with carbon constraints

Smart Finance Chatbots: Transform Your Workflow with Advanced NLP Solutions