Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.
Config is the same across clients — only the file and path differ.
{
"mcpServers": {
"ragalgo": {
"env": {
"RAGALGO_API_KEY": "YOUR_API_KEY_HERE"
},
"url": "https://ragalgo-service-production.up.railway.app/sse"
}
}
}Are you the author?
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Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.
No automated test available for this server. Check the GitHub README for setup instructions.
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"Your AI is an Analyst, NOT a Day Trader."
RagAlgo is an MCP Server that provides mathematically scored financial context (Korean Stocks/Crypto) to AI agents. We focus on "State-of-Truth" (Daily Closed Data) to prevent AI hallucinations caused by real-time market noise.
👉 Official Website (ragalgo.com)
Discover why RagAlgo is the "Hippocampus" for Agentic AI, not just another RAG.
Our production system on Railway processes global financial data 24/7:
┌─────────────────────────────────────────────────────────────────────────────┐
│ RagAlgo Data Pipeline (Railway) │
├─────────────────────────────────────────────────────────────────────────────┤
│ │
│ 📥 COLLECT 🔍 FILTER 🏷️ TAG 📊 SCORE │
│ ───────────── ────────────── ───────── ────────── │
│ • KR-News-Collector • filter-worker-1 • tag-worker • Gemini-1 │
│ • US-News-Collector • filter-worker-2 • Meta-Hierarchy • Gemini-2 │
│ • UK-News-Collector • filter-worker-3 • Worker • ... │
│ • JP-News-Collector • ibkr_filter_worker3 │ • Gemini-7 │
│ • research-collector │ │ │ │
│ │ │ │ │
│ ════════════════════════════════════════════════════════════════════════ │
│ ↓ │
│ 📦 SNAPSHOT (Daily 18:00 KST) │
│ ────────────────────────────── │
│ • KR-Snapshot • US-Snapshot │
│ • UK-Snapshot • JP-Snapshot │
│ • CRY-Snapshot • Unified-Snapshot │
│ ↓ │
│ 🚀 SERVE (MCP Server) │
│ ───────────────────── │
│ • RagAlgo-Service (SSE/stdio) │
│ • ragalgo-relay-server (WebSocket) │
│ │
└─────────────────────────────────────────────────────────────────────────────┘
