Ragalgo

Name: Ragalgo
Author: kokogo100

@kokogo100

关于 Ragalgo

Dynamic RAG Engine for AI Reliability. We provide mathematically scored context & sanitized data to prevent hallucinations in both static & volatile domains (starting with Korean Finance).

#finance #korea #rag #stock #crypto #analysis

基本信息

分类

其他

运行时

node

传输方式

stdio

发布者

kokogo100

提交者

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配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "ragalgo": {
      "command": "node",
      "args": [
        "dist/index.js"
      ],
      "env": {
        "RAGALGO_API_KEY": "<YOUR_API_KEY>"
      }
    }
  }
}

工具

未检测到工具

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Ragalgo?

Ragalgo is an MCP Server that provides mathematically scored financial context (Korean Stocks/Crypto) to AI agents, focusing on daily closed data to reduce AI hallucinations from real-time market noise. It delivers analysis reports instead of raw tick data, aimed at developers building reliable investment advisors.

How to use Ragalgo?

Configure it in Claude Desktop via Cloud (URL) or Local (npx) mode, setting the RAGALGO_API_KEY. A free 1,000-call key is available at the RagAlgo Dashboard. Start with the example repository for step-by-step recipes.

Key features of Ragalgo

Scored context (0–100) and Zones (Forest vs Tree)
Daily Close data for US, UK, JP, KR, and Crypto
Recommended scored news filtering (get_news_scored)
Core stock and crypto technical analysis charts
Unified market snapshots in one call
Corporate financials and search tags for assets

Use cases of Ragalgo

Build an AI “Investment Advisor” that uses post-market analysis
Create a daily morning briefing bot with market summary
Verify technical signals using AI-generated sentiment scores
Develop an autonomous reasoning agent for mock trading audits
Monitor global markets without real-time noise

FAQ from Ragalgo

Why does Ragalgo use daily close data instead of real-time?

Real-time tick data is noisy and can cause LLMs to hallucinate patterns. Daily close data provides a confirmed, cleaner state-of-truth for AI analysis.

What markets does Ragalgo support?

It fully supports Korea (KOSPI/KOSDAQ), USA (NYSE/NASDAQ), Japan (Nikkei 225), UK (LSE), and Global Crypto (Upbit/Binance).

Should I use get_news_scored or get_news?

Use get_news_scored for filtered, AI-scored news. Use get_news only if you need raw unfiltered data and plan to build your own scorer.

How can I get an API key?

Obtain a free 1,000-call key instantly from the RagAlgo Dashboard at ragalgo.com/dashboard.

Is there a real-time option available?

Yes, a WebSocket stream (wss://ragalgo-relay-server-1-production.up.railway.app) is available for Business Plan subscribers, intended for monitoring dashboards, not LLM inference.