FinAgents is an open-source Python-based framework that enables developers and finance professionals to build and deploy AI agents for algorithmic trading, portfolio management, performance reporting, and risk assessment. It integrates seamlessly with large language models and financial data APIs, providing modular components for data ingestion, strategy orchestration, and backtesting. FinAgents streamlines the creation of customized autonomous financial workflows with minimal code and high extensibility.
AI Platforms & Frameworks
Finance & Accounting
Data Analysis
#Automated Trading
#financial AI
#Portfolio Management
#Risk Assessment
#algorithmic trading software
#market analysis tools
#investment strategy automation
#Backtesting Strategies
#financial data integration
#real-time trading signals
#AI trading agents
#modular architecture
#Performance Metrics
#open-source trading tools
#reproducible workflows
#simulated trading
#live trading environment
#Data-Driven Investment
#trading performance analysis
...
Promote this Tool
Update this Tool
FinAgents
FinAgents is an open-source Python-based framework that enables developers and finance professionals to build and deploy AI agents for algorithmic trading, portfolio management, performance reporting, and risk assessment. It integrates seamlessly with large language models and financial data APIs, providing modular components for data ingestion, strategy orchestration, and backtesting. FinAgents streamlines the creation of customized autonomous financial workflows with minimal code and high extensibility.
AI Platforms & Frameworks
Finance & Accounting
Data Analysis
#Automated Trading
#financial AI
#Portfolio Management
#Risk Assessment
#algorithmic trading software
#market analysis tools
#investment strategy automation
#Backtesting Strategies
#financial data integration
#real-time trading signals
#AI trading agents
#modular architecture
#Performance Metrics
#open-source trading tools
#reproducible workflows
#simulated trading
#live trading environment
#Data-Driven Investment
#trading performance analysis
...
Featured
What is FinAgents?
FinAgents provides a comprehensive toolkit for designing, configuring, and executing autonomous AI agents tailored to financial tasks. By leveraging large language models and real-time market data APIs, it automates strategy backtesting, portfolio rebalancing, risk evaluation, and performance reporting. The framework offers a modular architecture with pluggable data connectors, model adapters, execution engines, and reporting modules, allowing users to mix and match components. FinAgents also includes sample agent templates, logging utilities, and deployment scripts to accelerate development and ensure reproducibility in live or simulated environments.
Who will use FinAgents?
- Quantitative analysts
- Algorithmic traders
- Portfolio managers
- Fintech developers
- Data scientists
How to use the FinAgents?
- Step1: Install FinAgents via pip: pip install finagents
- Step2: Set up your environment variables for API keys (e.g., OpenAI, market data providers)
- Step3: Create a configuration file defining agents, strategies, and data sources
- Step4: Initialize the FinAgents framework in your Python script and load the config
- Step5: Call the agent.run() method to start backtesting or live trading
- Step6: Review generated reports, logs, and performance metrics in the output directory
Platform
- mac
- windows
- linux
FinAgents's Core Features & Benefits
The Core Features
- Automated algorithmic trading agent
- Portfolio optimization and rebalancing
- Risk analysis and performance reporting
- Integration with LLMs for strategy generation
- Backtesting engine with historical data support
- Pluggable data connectors and model adapters
The Benefits
- Accelerates development of financial AI agents
- Reduces manual analysis and operational overhead
- Modular and extensible architecture
- Supports both simulated and live environments
- Open-source and community-driven
- Streamlines reproducible workflows
FinAgents's Main Use Cases & Applications
- Automated stock and crypto trading using LLM-generated strategies
- Quantitative portfolio rebalancing based on risk metrics
- Historical backtesting of new trading algorithms
- Real-time market monitoring and alerting
- Generation of compliance and performance reports
FAQs of FinAgents
FinAgents Company Information
- brunogaliati
FinAgents Reviews
5/5
FinAgents's Main Competitors and alternatives?
- QuantConnect
- Backtrader
- Catalyst
- LangChain
You may also like:
Gobii lets teams create 24/7 autonomous digital workers to automate web research and routine tasks.
Salesloft is an AI-driven platform enhancing sales engagement and workflow automation.
Autogpt is a Rust library for building autonomous AI agents that interact with the OpenAI API to complete multi-step tasks
Angular is a web development framework for building modern, scalable applications.
An AI-driven RAG pipeline builder that ingests documents, generates embeddings, and provides real-time Q&A through customizable chat interfaces.
BrandCrowd offers customizable logos, business cards, and social media designs with thousands of templates.
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
Skywork AI is an innovative tool to enhance productivity using AI.
Five9 AI Agents enhance customer interactions with intelligent automation.
Mosaic AI Agent Framework enhances AI capabilities with data retrieval and advanced generation techniques.
Windsurf AI Agent helps optimize windsurfing conditions and gear recommendations.
Glean is an AI assistant platform for enterprise search and knowledge discovery.
NVIDIA Cosmos empowers AI developers with advanced tools for data processing and model training.
AI-driven customer service platform offering efficient communication solutions.
A framework that dynamically routes requests across multiple LLMs and uses GraphQL to handle composite prompts efficiently.
Flowith is a canvas-based agentic workspace which offers free 🍌Nano Banana Pro and other effective models...
Moody's Research Assistant offers insightful analysis and research capabilities for financial professionals.
Quantinor automates accounting through AI-driven insights and streamlined financial processes.
Meet Joshua, the AI Agent designed for seamless payment solutions and customer assistance.
Taxxa.ai is an AI-driven tax assistant providing personalized tax advice and planning.
Checklynx is an AI-powered AML compliance agent for automated sanctions and PEP screening.
An AI Agent that generates valid credit card numbers for testing purposes.
Stock-Agent is an autonomous AI agent that analyzes real-time market data, generates trading signals, and executes orders via Alpaca API.
Fetches real-time market data, identifies stock trends, generates detailed reports, and offers personalized investment strategies using AI.
crewAI employs multiple specialized AI agents to gather market data, model financial risk, and generate detailed investment risk reports.
All-in-one AI video creation studio that turns any text and images into full videos up to 30 minutes.
gym-fx provides a customizable OpenAI Gym environment to train and evaluate reinforcement learning agents for Forex trading strategies.
An AI-powered trading agent using deep reinforcement learning to optimize stock and crypto trading strategies in live markets.
AI Agent Verify AI efficiently verifies eligibility for various services and programs.
Autonomous AI agent framework streamlines financial portfolio analysis, strategy generation, risk management, and automated trading.
AI Hedge Fund 5zu uses reinforcement learning to automate portfolio management and optimize trading strategies.
An AI agent that tracks expenses, categorizes spending, provides budget recommendations, and forecasts financial trends.
Financial Agent uses AI to analyze expenses, forecast budgets, recommend investments, and generate real-time financial reports.
GPT Stonks uses AI to provide real-time stock analysis, forecasting, sentiment analysis and personalized investment recommendations for traders.
A Python-based AI Agent that uses retrieval-augmented generation to analyze financial documents and answer domain-specific queries.
Clone, Design, and Create Expressive AI Voices in Seconds, with Perfect Sound Effects and Music.
Refly.AI empowers non-technical creators to automate workflows using natural language and a visual canvas.
GenSphere is an AI agent that automates data analysis and provides insights for informed decision-making.
Crux is an AI agent that enhances productivity through intelligent task automation and decision support.
Track your entire crypto portfolio in one place with Recap.
TiDB Cloud is a fully-managed DBaaS delivering scalable, MySQL-compatible distributed SQL database solutions.
AI Agent that gathers and summarizes company financials, funding, leadership, and market insights into concise reports.
Synergetics AI automates complex decision-making processes using advanced algorithms.
The World Cup Archives is a comprehensive resource for football World Cup history.
An AI assistant boosting team productivity through task automation and code execution.
TextQL is an AI agent that accelerates data retrieval and analysis through natural language queries.
Faraday provides predictive analytics for personalized customer experiences.
AI-driven toolkit automating data quality checks, anomaly detection, and exploratory data analysis using GPT models.
Spacum: AI-powered search engine that pays users through ad revenue sharing.
Qoder is an agentic coding platform for real software, Free to use the best model in preview.