FinStack MCP is the public engine for NSE, BSE, fundamentals, analytics, and research workflows. FinStack Brief is the paid product built on top of it: a daily Indian market brief for watchlists, creators, and serious retail users.
pip install finstack-mcp
This repo stays public. It is the engine, the credibility layer, and the top of the funnel. It should win on usefulness and clarity, not on hype.
This is the fastest bridge from the current repo to revenue. It is easier to ship, easier to explain, and easier to repeat daily than a broad portfolio platform or a sales-heavy advisor suite.
Indices, movers, sector performance, FII/DII context, bulk deals, and watchlist events.
The new daily brief engine composes raw market data into structured JSON and a narrative summary.
Turn the brief into email, Telegram, WhatsApp, or dashboard output depending on the user tier.
Charge for daily watchlist intelligence and creator or desk workflows instead of generic access alone.
People who want a quick morning brief across watchlists, earnings, and market tone.
Telegram, Discord, YouTube, and X creators who need a reliable structured daily market summary.
Teams that need repeatable, branded briefs faster than hand-written manual notes.
Today’s launch is not “full SaaS live.” It is a clean public release of `finstack-mcp` plus a clear product narrative that the paid layer is the Indian market daily brief. That gives us a real story for GitHub, PyPI, MCP registries, and early users.