# QuantGist AI Assets Catalog

Last updated: 2026-05-18

QuantGist exposes structured market intelligence as first-class AI-consumable assets: APIs, scoring models, automation agents, SDKs, MCP tools, and distribution assets.

## Discovery

- Portal LLM entrypoint: https://quantgist.com/llms.txt
- API LLM summary: https://api.quantgist.com/llms.txt
- Full API LLM reference: https://api.quantgist.com/llms-full.txt
- OpenAPI schema: https://api.quantgist.com/openapi.json
- API docs: https://api.quantgist.com/v1/docs
- Portal docs: https://quantgist.com/docs
- Machine-readable asset catalog: https://quantgist.com/ai-assets.json
- Product FAQ: https://quantgist.com/faq.md

## Available Assets

### Market Intelligence API

REST API for normalized economic calendar events, financial news, sentiment, impact scoring, usage, watchlists, notifications, and webhooks.

- Type: API
- Status: available
- Base URL: https://api.quantgist.com/v1
- Authentication: `X-API-Key`
- Primary users: algorithmic traders, trading bot developers, fintech builders, research teams
- Docs: https://api.quantgist.com/v1/docs
- OpenAPI: https://api.quantgist.com/openapi.json

### Sentiment Analyzer

Event sentiment scorer that combines event text with numeric actual-vs-forecast surprise when available.

- Type: model
- Status: available
- Inputs: event title, event body, actual value, forecast value, previous value
- Outputs: `sentiment_score`, `sentiment_label`
- Availability: Starter plan and above

### Impact Scorer

Normalizes event importance into a 0.0-1.0 score.

- Type: model
- Status: available
- Inputs: event type, source impact, currency, country, indicator, surprise metadata
- Outputs: `impact_score`
- Availability: all plans

### Symbol Tagger

Maps macro and market events to relevant tickers, currencies, countries, sectors, and asset classes.

- Type: model
- Status: available
- Inputs: title, currency, country, event type, source metadata
- Outputs: `symbols`, `sectors`, `asset_classes`
- Availability: all plans

### Webhook Delivery Agent

Background delivery worker that sends signed real-time event notifications to customer HTTPS endpoints.

- Type: agent
- Status: available
- Interfaces: `POST /v1/webhooks`, `GET /v1/webhooks/{id}/deliveries`
- Reliability features: HMAC signatures, retries, delivery tracking
- Availability: Pro plan and above

### Python SDK

First-party Python client for agent, notebook, and trading-system integrations.

- Type: SDK
- Status: scaffolded, publish pending
- Package: `quantgist`
- Version: `0.3.0`
- Runtime: Python 3.10+
- Workspace: `D:/01code/Projects/QuantGist_Ecosystem/SDKS/quantgist-python`
- Repository: https://github.com/quantgist/quantgist-python
- Distribution role: developer adoption, notebooks, research workflows, bot backends, and agent tool implementations.

### JavaScript SDK

First-party JavaScript/TypeScript client for apps, bots, dashboards, and agent tools.

- Type: SDK
- Status: scaffolded, publish pending
- Package: `quantgist-js`
- Version: `0.3.0`
- Runtime: Node 20+
- Workspace: `D:/01code/Projects/QuantGist_Ecosystem/SDKS/quantgist-js`
- Repository: https://github.com/quantgist/quantgist-js
- Distribution role: Next.js apps, trading dashboards, Discord/Telegram tooling, widgets, and browser-adjacent developer workflows.

### qgist CLI

Command-line interface for querying events, checking status, configuring API keys, and exporting macro event datasets.

- Type: CLI
- Status: complete, publish pending
- Package: `qgist`
- Version: `0.1.0`
- Runtime: Python 3.10+
- Entrypoint: `qgist`
- Workspace: `D:/01code/Projects/QuantGist_Ecosystem/quantgist-cli`
- Example commands: `events today`, `events week`, `export nfp`, `config set`, `status`
- Distribution role: research workflows, local automation, demos, and developer onboarding.

### QuantGist MT5 Bridge

MQL5 bridge for MetaTrader 5 Expert Advisors, including API client helpers, event filters, timezone utilities, and example EAs.

- Type: trading platform bridge
- Status: complete, MQL5 submission pending
- Platform: MetaTrader 5
- Language: MQL5
- Workspace: `D:/01code/Projects/QuantGist_Ecosystem/quantgist-mt5`
- Included examples: `QuantGist_NewsPause.mq5`, `QuantGist_Breakout.mq5`
- Distribution role: retail trader adoption, MQL5 community distribution, and live strategy news-risk controls.

### Micro-Apps and Embeddable Widgets

Next.js micro-apps and iframe widgets that expose QuantGist macro event intelligence through public trader tools and embeddable calendars.

- Type: web distribution surface
- Status: available
- Package: `quantgist-microapps`
- Version: `0.1.0`
- Runtime: Node 20+ / Next.js 15
- Workspace: `D:/01code/Projects/QuantGist_Ecosystem/microapps-widgets`
- Tools: MarketPulse, TradeWindow, Event Countdown Radar, Smart Economic Calendar, Macro Heatmap, Surprise Analyzer, API Query Playground, Daily Briefing Card, Central Bank Rate Tracker, Country Macro Momentum Score, Embed Builder, Don't Trade Window Generator, Event Impact Simulator, Weekly Macro Outlook, Asset Explorer
- Distribution role: SEO, trader acquisition, widget embeds, lead capture, and partner distribution.

### Telegram and Discord Alert Bots

Community alert bots that deliver scheduled macro event alerts, daily briefings, subscriptions, and event lookups into Telegram and Discord groups.

- Type: automation bots
- Status: complete, deploy pending
- Packages: `qg-telegram-bot`, `qg-discord-bot`
- Runtime: Python 3.10+
- Entrypoints: `qg-telegram`, `qg-discord`
- Workspace: `D:/01code/Projects/QuantGist_Ecosystem/quantgist-bots`
- Distribution role: community growth, habit formation, group distribution, and alert automation.

### QuantGist freqtrade Protection Plugin

freqtrade protection plugin that blocks or filters strategy entries around high-impact macro events.

- Type: trading bot integration
- Status: complete, publish pending
- Package: `quantgist-freqtrade`
- Version: `0.1.0`
- Runtime: Python 3.10+
- Workspace: `D:/01code/Projects/QuantGist_Ecosystem/quantgist-integrations/freqtrade`
- Distribution role: open-source trading bot adoption and automated news blackout controls.

### TradingView Webhook Relay

FastAPI relay that receives TradingView webhooks, checks QuantGist macro-event safety, and forwards approved signals to a broker or downstream automation.

- Type: webhook integration
- Status: complete, deploy pending
- Package: `quantgist-tv-relay`
- Version: `0.1.0`
- Runtime: Python 3.10+ / FastAPI
- Entrypoint: `qg-tv-relay`
- Workspace: `D:/01code/Projects/QuantGist_Ecosystem/quantgist-integrations/tradingview-webhooks`
- Distribution role: TradingView community adoption, safety-check automation, and broker/workflow integrations.

### QuantGist MCP Server

- Type: MCP server
- Status: available, configure pending
- Package: `quantgist-mcp`
- Version: `0.1.0`
- Runtime: Python 3.10+
- Transport: stdio
- Entrypoint: `quantgist-mcp`
- Workspace: `D:/01code/Projects/QuantGist_Ecosystem/AI assets/Quangist_MCP`
- Authentication: `QUANTGIST_API_KEY` environment variable
- Tools: `get_upcoming_events`, `get_events_range`, `check_safe_to_trade`, `get_economic_calendar`, `get_event_detail`
- Target users: Claude Desktop users, Claude Code users, AI coding agents, research agents, trading workflow agents
- Launch note: local workspace is complete; package publishing and public production docs should be confirmed before broad launch.

## Product Positioning

QuantGist AI assets should be presented as products, not hidden infrastructure:

- API: reliable market intelligence feed
- Models: sentiment, impact, symbol mapping, surprise interpretation
- Agents: event delivery and workflow automation
- SDKs: developer integration layer
- MCP server: AI-agent integration layer
- CLI, MT5 bridge, bots, widgets, and integrations: distribution layer