RagAlgo: Dynamic RAG Engine for AI Reliability

Global Beta: Currently specialized in Korean Finance (Stocks & Crypto), but built on a universal "Tag & Score" protocol applicable to any domain.

RagAlgo is not just a data API. It is a "State-of-Truth" Provider designed to prevent LLM hallucinations when dealing with complex static knowledge and highly volatile dynamic data.

Why RagAlgo?

Traditional RAG (SQL/Vector DB) often fails to capture the "current context" of fast-changing reality. RagAlgo solves this by converting data into Mathematical Scores and Standardized Tags.

Core Philosophy

1. Sanitized Data: We filter out noise so AI only ingests high-quality signals.
2. Mathematical Scoring: We translate complex movements into simple scores (e.g., Chart Score: 9.5), giving AI a clear ground truth to reason upon.
3. Universal Protocol: Our "Tag & Score" architecture is designed to systematize and standardize any data domain—including Legal, Medical, and Tech—into a format that AI can flawlessly understand and judge.

Flexible Integration: Scored vs. Non-Scored

We respect your freedom to build. Choose the mode that fits your pipeline:

Mode	Target User	Description
Scored API (AI-Ready)	Builders & Startups	RagAlgo's math engines sanitize and score everything. Zero hallucinations.
Non-Scored API (Raw Mode)	Data Scientists & Engineers	Pure, sanitized data feeds for your custom pipelines. Perfect for fine-tuning, n8n automation, LangChain agents, or Flowise workflows.

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RagAlgo MCP Server (KOR)

금융 뉴스 및 데이터 API를 MCP(Model Context Protocol)로 제공하는 서버입니다.

설치

cd mcp-server
npm install
npm run build

환경변수 설정

# Windows (PowerShell)
$env:RAGALGO_API_KEY="ragalgo_scored_test_a3ed9bd570436d46"

# Windows (CMD)
set RAGALGO_API_KEY=ragalgo_scored_test_a3ed9bd570436d46

# Mac/Linux
export RAGALGO_API_KEY="ragalgo_scored_test_a3ed9bd570436d46"

Claude Desktop 설정

%APPDATA%\Claude\claude_desktop_config.json 파일에 추가:

{
  "mcpServers": {
    "ragalgo": {
      "command": "node",
      "args": ["C:\\coding\\RagAlgo\\mcp-server\\dist\\index.js"],
      "env": {
        "RAGALGO_API_KEY": "ragalgo_scored_test_a3ed9bd570436d46"
      }
    }
  }
}

제공 도구 (9개)

도구	설명
get_news	금융 뉴스 조회 (점수 제외)
get_news_scored	금융 뉴스 조회 (점수 포함)
get_chart_stock	주식 차트 점수 조회
get_chart_coin	코인 차트 점수 조회
get_financials	재무제표 조회
get_snapshots	일별 스냅샷 조회
search_tags	태그 검색
match_tags	텍스트→태그 매칭
get_trends	태그별 트렌드 조회

사용 예시

Claude Desktop에서

"삼성전자 최근 뉴스 5개 보여줘"
→ get_news_scored(tag="삼성전자", limit=5)

"반도체 관련 호재 뉴스만 찾아줘"
→ get_news_scored(tag="반도체", verdict="bullish")

"005930 재무제표 보여줘"
→ get_financials(ticker="005930")

"비트코인 차트 분석"
→ get_chart_coin(ticker="KRW-BTC")

API 키 종류

Tier	API Key	접근 가능 도구
nonscored	ragalgo_nonscored_test_...	get_news, get_financials, get_chart_*, search_tags, match_tags, get_trends
scored	ragalgo_scored_test_...	위 전부 + get_news_scored, get_snapshots

개발

# 개발 모드 실행
npm run dev

# 빌드
npm run build

# 프로덕션 실행
npm start