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.
Public does not mean shallow. The job of this page is to show exactly what exists, how it installs, why Indian-market users should care, and how the future paid layer fits on top without pretending the hosted stack is already finished.
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.
The brief is meant for people who care about usable output, not raw data dumps: morning market context, watchlist triggers, earnings dates, corporate actions, and a compact written summary delivered daily.
Indices, movers, sector performance, FII/DII context, bulk deals, and watchlist events.
The daily brief engine now produces structured JSON plus readable plain-text, Telegram, and email-ready output.
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.
These are the three user groups most likely to pay first because they benefit from repeatable daily output, not because they want another generic finance dashboard.
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.
The public site shows pricing direction, but not a fake self-serve checkout. Until billing and delivery are ready, the right CTA is GitHub, waitlist, or direct contact.
Reason for no direct payment button yet: hosted delivery, billing, and onboarding are not public self-serve right now. Showing a fake checkout would reduce trust more than it helps.
This is the direction for the first revenue product: clean delivery, watchlist context, and a format someone would actually pay to receive every morning.
Subject: FinStack Brief | 2026-03-26 | Indian market snapshot
FinStack Brief | 2026-03-26
Early revenue should be manual. That keeps the workflow simple while the delivery layer is still being shaped by real user feedback.
User mails with watchlist, delivery preference, and whether the use case is personal, creator, or desk.
We decide the symbols, frequency, and delivery format: email, Telegram, or WhatsApp-ready copy.
Send a sample premium brief for a few days and refine the structure around what the user actually reads.
Move to a simple monthly payment link once the user sees repeat value in the brief workflow.
The engine is already live on GitHub and PyPI, not just a landing page concept or waitlist mockup.
The public OSS engine and the future paid brief are separated clearly so the business story is believable.
This is not "AI for finance" in the abstract. It is a repeatable market-brief workflow tied to real Indian-market data.
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.