RagAlgo MCP Server

# 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. | --- # RagAlgo MCP Server (KOR) 금융 뉴스 및 데이터 API를 MCP(Model Context Protocol)로 제공하는 서버입니다. ## 설치 ```bash cd mcp-server npm install npm run build ``` ## 환경변수 설정 ```bash # 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: ```json { "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 ```bash # 개발 모드 실행 npm run dev # 빌드 npm run build # 프로덕션 실행 npm start ```