Trader Charts

Trader Charts is a tool for performing technical analysis with interactive charts. It allows users to visualize stock data or other asset data and apply technical indicators to analyze price trends.

*One charting tool to rule them all*

Interactive Web Interface (Frontend)

React Financial Charts - Exclusive version (Frontend)

Kairos AI (Frontend)

API Multi-Microservices Architecture (Backend)

LLM-powered AI & Data Automation Services (Compute Services)

🚀 Want to contribute?

We welcome collaborators who wish to contribute and help enhance this trading tool. Feel free to reach out to the maintainers to get involved.

This ecosystem brings together three specialized subprojects, each focusing on a key aspect of the trading workflow.
From automated data collection and processing, through scalable backend services, to interactive visual analytics for end users,
Trader Charts delivers a complete solution for technical analysis, market data visualization, and financial decision-making.

• Provides interactive charts and tools for performing technical analysis.
• Built with React, MUI, Redux, and D3.js.
• Includes React Financial Charts (Exclusive version) — advanced charting components for financial data visualization.
• Includes Kairos AI — a Svelte-based AI chat and data interface, enhancing user interactions and AI-powered features.
• See Interactive Web Interface →

• Handles API requests, processes data, and serves chart information to the Interactive Web Interface.
• Built with Node.js, Express, Babel, MongoDB, and PostgreSQL via Sequelize.
• Acts as the main microservice connecting the frontend with databases.
• See API Multi-Microservices Architecture →

• Gathers and processes stock or asset data from various providers.
• Cleans, structures, and stores data in MongoDB for use by the backend and Interactive Web Interface.
• Built with Python, Selenium, PyMongo, and Pandas.
• See LLM-powered AI & Data Automation Services →

Together, these components provide a full ecosystem for technical analysis and data visualization.

Trader Charts can be run in both local development and production environments. The system leverages containerization and orchestration platforms to ensure scalability, consistency, and reliable deployment.

Orchestration Platforms:

• Docker Compose – Simplifies local development by allowing multiple microservices (API, compute services, frontend) to run together with a single command.
• Kubernetes – Provides production-grade orchestration, scaling, and management of microservices across multiple nodes.

💡 Tip: Step-by-step setup and deployment instructions are available in the internal guides.

Learn more:

• Docker Compose Orchestration Guide
• Kubernetes Orchestration Guide

• Demo Video

• Auth0 email login:

• Charts section:

• Alerts section:

• Trending news and topic extraction with AI:

• Trending news and sentimental analysis with AI:

• Kairos AI Chat. Ask anything!

• Interactive components of Fibonacci retracements and parallel channels:

• Interactive components of Trend lines:

• Interactive components of Rays and Extended lines:

• Gann fans interactive component:

• Tickers search box:

• Indicator's search box:

• Indicator's details:

• Indicator's color picker:

• Alerts editable details:

• Profile Menu:

Thanks goes to these wonderful people:

Gonzalo Sanchez Cano