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Rishav0123

Sentimatix

by Rishav0123
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Sentimatix

Echtzeit-Sentiment-Intelligenz für den indischen Aktienmarkt für KI-Agenten und Privatanleger.

Sentimatix bietet Live-NSE/BSE-Nachrichten-Sentiment, aggregierte Aktien- und Sektorsignale sowie einen Model Context Protocol (MCP)-Server, der direkt in Claude, Cursor und andere KI-Agenten integriert werden kann.

🧩 Was ist enthalten

App

Beschreibung

apps/api

FastAPI REST-API — Nachrichten, Sentiment, Entitäten, Sektorsignale

apps/mcp

MCP-Server — 10 Tools für KI-Agenten (Claude Desktop, Cursor)

apps/dashboard

Next.js-Entwicklerportal & API-Schlüsselverwaltung

apps/streamlit

Streamlit-Analyse-Dashboard

workers/

Hintergrund-NLP-Pipeline — Sentiment-Bewertung, Aktienkurs-Synchronisierung

Related MCP server: Tapetide MCP Server

⚡ Schnellstart — MCP (Claude Desktop)

Fügen Sie dies zu Ihrer claude_desktop_config.json hinzu:

{
  "mcpServers": {
    "sentimatix": {
      "command": "python",
      "args": ["path/to/apps/mcp/mcp_stdio.py"],
      "env": {
        "BACKEND_API_URL": "https://sentimatix-production.up.railway.app/api"
      }
    }
  }
}

Für die kostenlose Stufe ist kein API-Schlüssel erforderlich.

🛠️ MCP-Tools

Tool

Beschreibung

explain_price_change

Warum hat sich eine Aktie bewegt? Nachrichten + Kurs + technische Daten

analyze_stock_enhanced

Detaillierter Forschungsbericht zu einer einzelnen Aktie

compare_stocks

Vergleich von zwei NSE-Aktien nebeneinander

get_news_sentiment

Artikel mit NLP-Sentiment-Scores

get_sentiment_aggregate

Aggregiertes Sentiment über 7d / 30d

get_technical_analysis

RSI, MACD, Bollinger-Bänder

calculate_correlation

Pearson-Korrelation zwischen zwei Aktien

get_rag_evidence

Semantische Suche im Nachrichten-Korpus

Vollständige Dokumentation: apps/mcp/README.md

📡 REST-API

Basis-URL: https://sentimatix-production.up.railway.app

Endpunkt

Beschreibung

GET /api/v1/news

Finanznachrichten mit Sentiment-Labels

GET /api/v1/entities

Verzeichnis aller unterstützten NSE-Aktien

GET /api/v1/sentiment

Aggregierte Sentiment-Scores pro Aktie

GET /api/v1/sentiment/sectors

Sentiment-Heatmap auf Sektorebene

Interaktive Dokumentation: https://sentimatix-production.up.railway.app/docs

🔗 Links

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