BFSI & FinTech Tirupathi LadduSubmitted July 18, 2026

StockerMCP

An MCP app on the Model Context Protocol built by Tirupathi Laddu at the Amrita University Amritapuri campus NitroStack × MCP To The Moon hackathon and deployed on NitroStack.

About this project

Built StockerMCP – MCP server for market data, paper trading & charting Tired of finance MCP servers dying the second one API rate-limits you, so I built FinMCP Hub — routes requests to whichever provider fits best, with automatic failover. Highlights: Hybrid routing: Twelve Data (quotes/OHLC), Finnhub (profiles/news), Alpha Vantage (statements/ratios), Yahoo Finance India (.NS/.BOM) Failover: auto-switches providers if one's down/rate-limited; falls back to cache only as last resort; critical ops like portfolio valuation can disable fallback to avoid stale prices Paper trading: multi-currency (INR + USD), separate portfolios, token-based order preview/confirm with expiry Charts: Node spawns a Python sidecar (mplfinance) for candlestick + volume charts, returned as Base64 PNGs Analytics: latency/status logging on every call for easy debugging Dashboard: Overview / Financials / News / Chart tabs, with validation to catch malformed responses

BFSI & FinTech track

Build AI solutions for banking, payments, insurance, fraud detection, lending, and financial inclusion.

Live MCP appSource codereddit

Team Tirupathi Laddu

  • D Sahasra SathvikLead

  • D Chanakya Tej

  • PVS PUNEET

  • Jyothis Sudhakaran

← All Amrita University Amritapuri campus projects

Frequently asked questions

What does StockerMCP do?
Built StockerMCP – MCP server for market data, paper trading & charting Tired of finance MCP servers dying the second one API rate-limits you, so I built FinMCP Hub — routes requests to whichever provider fits best, with automatic failover. Highlights: Hybrid routing: Twelve Data (quotes/OHLC), Finnhub (profiles/news), Alpha Vantage (statements/ratios), Yahoo Finance India (.NS/.BOM) Failover: auto-switches providers if one's down/rate-limited; falls back to cache only as last resort; critical ops like portfolio valuation can disable fallback to avoid stale prices Paper trading: multi-currency (INR + USD), separate portfolios, token-based order preview/confirm with expiry Charts: Node spawns a Python sidecar (mplfinance) for candlestick + volume charts, returned as Base64 PNGs Analytics: latency/status logging on every call for easy debugging Dashboard: Overview / Financials / News / Chart tabs, with validation to catch malformed responses
Who built StockerMCP?
StockerMCP was built by team Tirupathi Laddu at the Amrita University Amritapuri campus NitroStack × MCP To The Moon hackathon, in the BFSI & FinTech track.
What is an MCP app and how is it built?
An MCP app is an application built on the Model Context Protocol — an open standard that lets AI agents connect to tools, data, and APIs. This project exposes MCP tools and resources that agentic AI systems can call. It was built and deployed on NitroStack, the full-stack platform for shipping MCP apps and servers.