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Fin Agent: AI Financial Assistant
AgentsMCPTool CallingFastAPINext.jsOrchestration
FastAPI + MCP financial agent with autonomous orchestration and client-side tool calling with Next.js frontend, built for the Google Hackathon.
Developed a financial AI agent platform combining FastAPI backend with MCP (Model Context Protocol) for tool calling and a Next.js frontend for client-side orchestration. The system features autonomous agent planning, dynamic tool selection, and real-time financial analysis, built for the Google AI Hackathon.
Key Features
- Autonomous agent orchestration with MCP tool calling
- Client-side tool execution via Next.js frontend
- Real-time stock analysis and portfolio insights
- Streaming chat with dynamic tool-calling
- FastAPI backend with PostgreSQL persistence
- GCP deployment for production readiness
Technology Stack
Frontend
Next.jsReactTypeScriptTailwindCSS
Backend
FastAPIPython
Database
PostgreSQL
AI/ML
MCPAgentsTool CallingGemini
Tools
GCPDockerGit
Challenges
- Designing MCP-based tool calling across client and server
- Autonomous orchestration with reliable tool selection
- Streaming responses with parallel tool execution
Key Learnings
- MCP protocol and client-side tool calling patterns
- Agent orchestration with autonomous planning
- Full-stack AI application architecture
Screenshots
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