Autonomous AI agents for financial services operations — SWIFT messaging automation, collateral management, trade reconciliation, and portfolio risk monitoring. Built with LangChain, CrewAI, MCP, and Java Spring Boot backends.
| Agent | Framework | Domain |
|---|---|---|
| SWIFT Settlement Agent | LangGraph | MT5xx message processing, STP, exception routing |
| Collateral Optimizer | CrewAI | Margin call response, eligible collateral substitution |
| Trade Reconciliation Agent | OpenAI Agents SDK | Break investigation, root-cause classification |
| Portfolio Risk Monitor | LangGraph (cyclic) | VaR/DV01, threshold breach alerting |
┌──────────────────────────────────────────────────────────┐
│ Agent Orchestration Layer │
│ LangChain · LangGraph · CrewAI · OpenAI Agents │
└───────────────────────┬──────────────────────────────────┘
│ MCP (Model Context Protocol)
┌───────────────────────▼──────────────────────────────────┐
│ Java Spring Boot Microservices │
│ SWIFT API :8080 · Collateral :8081 · Trade WH :8082 │
└───────────────────────┬──────────────────────────────────┘
│
┌───────────────────────▼──────────────────────────────────┐
│ Oracle · Kafka · Redis · MongoDB (mock/synthetic) │
└──────────────────────────────────────────────────────────┘
git clone https://github.com/YOUR_USERNAME/agentic-finance-agents.git
cd agentic-finance-agents
python -m venv venv && source venv/bin/activate
pip install -r requirements.txt
cp .env.example .env # add your API keys
docker-compose up -d # start backend services
python agents/swift_settlement_agent/agent.py --demoagentic-finance-agents/
├── agents/
│ ├── swift_settlement_agent/ # LangGraph stateful workflow
│ ├── collateral_optimizer/ # CrewAI multi-agent crew
│ ├── trade_recon_agent/ # OpenAI Agents SDK
│ └── portfolio_risk_agent/ # LangGraph cyclic monitor
├── backend/ # Java Spring Boot services
│ ├── swift-api-service/
│ ├── collateral-service/
│ └── trade-warehouse-service/
├── mcp/ # MCP server definitions
├── data/mock/ # Synthetic financial data
├── notebooks/ # Interactive demos
└── docs/ # Architecture & domain docs
Vinod Kumar C Navalgund — Senior Full Stack Java & Cloud Engineer 12+ years · BNY Bank · Wells Fargo · GE Healthcare · Verizon · TCS LinkedIn · Florida, USA · H1B Transfer Ready
⚠️ All financial data is synthetic/mock — for educational purposes only.