Tapeline MCP Server

Tapeline

A live quantitative market scanner for retail traders.

Tapeline surfaces high-conviction technical and fundamental signals across US stocks and ETFs. It scores ~2,500 tickers every minute during market hours, detects Bollinger Band squeezes and volume expansions, surfaces recent insider buys (SEC Form 4), and classifies the overall market regime. (A Congressional-trades surface is built and Premium-gated, but no disclosure feed is wired yet.)

Built on the same engine that powers a production personal trading bot.

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Status

Live. tapeline.io is served by the Fly.io app tapeline-web; the API runs at api.tapeline.io (Fly app tapeline-backend). Real market data comes from Massive, with Finnhub for fundamentals, calendars and SEC Form 4 insider transactions, and FRED for macro. Three live tiers, Stripe billing, and a public scorecard. This repo stays separate from the personal C:\signal-system\ engine — no shared files.

Architecture (see docs/ARCHITECTURE.md)

┌──────────────────────┐      ┌──────────────────┐      ┌─────────────────┐
│  Massive SIP feed    │─────▶│  Scoring worker  │─────▶│  Postgres       │
│  (Polygon, rebranded │      │  (adapted from   │      │  (scores,       │
│   2025-10-30)        │      │   signal-system) │      │   snapshots)    │
└──────────────────────┘      └──────────────────┘      └────────┬────────┘
                                                                 │
                                                                 ▼
┌──────────────────────┐      ┌──────────────────┐      ┌─────────────────┐
│  Next.js dashboard   │◀─SSE─│  FastAPI         │◀─────│  Read API       │
│  (scanner, squeeze,  │      │  (auth, billing, │      │                 │
│   regime, congress)  │      │   live stream)   │      │                 │
└──────────────────────┘      └──────────────────┘      └─────────────────┘
          │                            │
          ▼                            ▼
┌──────────────────────┐      ┌──────────────────┐
│  Cookie-JWT auth     │      │  Stripe (billing)│
└──────────────────────┘      └──────────────────┘

Stack

• Backend: Python 3.12 + FastAPI + SQLAlchemy + Alembic
• Database: Postgres (Supabase or Neon)
• Frontend: Next.js 16 + TypeScript + Tailwind + shadcn/ui
• Auth: native cookie-JWT sessions (services/session.py), with emailed sign-in codes as a new-device second factor; Clerk and Google/Microsoft OAuth are env-gated add-ons
• Billing: Stripe
• Data feed: Massive Stocks Starter ($29/mo) — formerly Polygon.io, rebranded 2025-10-30. Licence scope is under review; see docs/LICENSE_AUDIT.md
• Macro / fundamentals / smart money: FRED · Finnhub (fundamentals, SEC Form 4 insider transactions, earnings + IPO calendars)
• Deployment: Fly.io — tapeline-backend (API + scoring worker) and tapeline-web (Next.js frontend, serves tapeline.io). Vercel builds PR previews only
• Email: Resend

Product tabs (v1)

1. 📡 Scanner — ~2,500 tickers, composite score, filters, sort
2. 🔥 Squeeze Watch — BB squeeze days, volume expansion, OBV trend, suggested window
3. 🌊 Market Regime — current regime, VIX, DXY, 10Y, rate direction, sector leaders
4. 🏛️ Congress Trades — recent politician buys/sells aggregated by ticker. Surface and Premium gate are built, but no disclosure feed is wired: the table does not accrue rows in production (see docs/DATA_SOURCES.md).

Pricing

• Free $0 — top-10 scanner rows, live (no delay), 12 ticker look-ups per UTC day, watchlist of 5, 2 browser-push alert rules. (Open-access promo, ends 2026-09-08: scanner rows only are lifted 10 → 1,000 for signed-in Free accounts — tier.py:PROMO_OPEN_ACCESS_UNTIL. Look-ups, watchlist and push caps are unchanged, no Pro feature unlocks, and anonymous visitors still see the top 10.)
• Pro $9.99/mo or $8.25/mo billed annually ($99/yr) — full universe live, squeeze + regime + heatmap, watchlist 50, email alerts (10/day), CSV export, browser push.
• Premium $19.99/mo or $16.58/mo billed annually ($199/yr) — everything in Pro plus Congressional trades, Recent insider buys (SEC Form 4), unlimited email alerts, watchlist 200, saved scans 100, public API (1,000 req/day).

Accounts created from 2026-08-22 add a card at first sign-in, which starts a 14-day Premium trial: $0 that day, first charge on day 14, one click to cancel. Accounts created before that date are grandfathered and are never asked for a card. The public record — scorecard, daily picks, per-ticker pages, the CSV/JSON exports and the public API — needs no account and no card.

Repo layout

backend/          FastAPI + scoring worker
frontend/        Next.js dashboard (initialize with `npx create-next-app@latest`)
infra/           Docker, deployment config
docs/            Architecture, legal checklist, data sources, pricing
scripts/         One-off ops scripts

Getting started

See docs/ARCHITECTURE.md for the full technical plan and docs/LEGAL_CHECKLIST.md for pre-launch must-dos.

What this is NOT

Tapeline is a quantitative scanning and research tool. It does not:

• Provide individualized investment advice
• Execute trades
• Make price predictions
• Manage customer funds

All output is factual data synthesis. Users make their own decisions. See docs/LEGAL_CHECKLIST.md.