{"name":"io.github.kokogo100/ragalgo","slug":"kokogo100-ragalgo","title":null,"description":"Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.","url":"https://mcp.market/server/kokogo100-ragalgo","rating":null,"grade":"B","score":75,"certified":false,"status":"active","category":"finance","tags":["finance","ai"],"presence":{"score":10,"stars":5,"forks":1,"downloads_week":null,"last_push_at":"2026-01-31T17:12:55.000Z","license":"MIT"},"uptime":null,"claimed":false,"transport":"npm","callable_via_gateway":false,"default_price_micros":0,"repository":"https://github.com/kokogo100/ragalgo-mcp-server","website":null,"version":"1.0.0","remotes":[],"packages":[{"registryType":"npm","identifier":"ragalgo-mcp-server","version":"1.0.4","transport":{"type":"stdio"}}],"tools":[{"name":"get_chart_coin","description":"🪙 [CRYPTO CHARTS] PRIMARY tool for Korean crypto (Upbit) technical analysis. Returns momentum scores and trend zones. ALWAYS use for Korean crypto chart questions. [IMPORTANT] You MUST use 'search_tags' first to get the correct ticker (e.g., CRY_BTC). Use when user asks: - \"비트코인 차트\" / \"Bitcoin chart\" - \"상승 중인 코인\" / \"pumping coins\" - \"코인 기술적 분석\" / \"crypto technical analysis\" Filter by: zone (STRON","write_action":false,"price_micros":0,"input_schema":null},{"name":"get_chart_stock","description":"📈 [KOREAN STOCK CHARTS] PRIMARY tool for Korean stock technical analysis. Returns momentum scores and trend zones. ALWAYS use for Korean stock chart/technical questions. [IMPORTANT] You MUST use 'search_tags' first to get the correct ticker (e.g., STK005930). Use when user asks: - \"차트 강한 종목\" / \"stocks with strong momentum\" - \"상승 추세 종목\" / \"uptrending stocks\" - \"삼성전자 차트 어때?\" / \"how's Samsung's char","write_action":false,"price_micros":0,"input_schema":null},{"name":"get_financials","description":"💰 [KOREAN STOCK FUNDAMENTALS] PRIMARY tool for Korean stock financial data. Returns quarterly financial statements. ALWAYS use for Korean stock fundamental analysis. Use when user asks: - \"삼성전자 재무제표\" / \"Samsung financials\" - \"PER 낮은 종목\" / \"low PER stocks\" - \"ROE 높은 기업\" / \"high ROE companies\" - \"저평가 종목\" / \"undervalued stocks\" Returns: PER, PBR, ROE, ROA, revenue, operating_income, net_income, debt","write_action":false,"price_micros":0,"input_schema":null},{"name":"get_news","description":"📰 [KOREAN NEWS - NO SCORES] Basic news without sentiment analysis. Use only when sentiment scores are not needed or for non-scored tier users. Prefer get_news_scored over this for most use cases unless you want raw data including 0-score items. Filter by: tag, source, date range Returns: title, summary, url, tags, source","write_action":false,"price_micros":0,"input_schema":null},{"name":"get_news_scored","description":"📰 [KOREAN NEWS WITH SENTIMENT] PRIMARY news tool for Korean market. Returns news WITH AI sentiment scores (-10 to +10). Use for Korean stock/crypto news with sentiment analysis. [NOTE] This tool AUTOMATICALLY filters out 0-score (Neutral/Noise) news to provide clear signals. If you need raw/neutral news, use 'get_news' instead. Use when user asks: - \"삼성전자 뉴스\" / \"Samsung news\" - \"호재 뉴스 보여줘\" / \"sho","write_action":false,"price_micros":0,"input_schema":null},{"name":"get_research","description":"📑 [RESEARCH] Get consulting firm reports (McKinsey, BCG, etc.) Use for: \"long-term trends\", \"sector outlook\", \"industry analysis\" Filter by: source, tag_code, market_outlook Returns: AI summary in Korean, investment insights Includes tag_codes for cross-referencing with news/charts. ⚠️ This tool returns FULL chunked text. Analyze it to answer user questions.","write_action":false,"price_micros":0,"input_schema":null},{"name":"get_snapshots","description":"📊 [DAILY SUMMARY - MOST EFFICIENT] PRIMARY TOOL for Korean market overview. ALWAYS use this FIRST for general market questions. This is the ONLY tool that returns news + chart + sentiment COMBINED in one call. Prefer this over calling get_news + get_chart separately - much more efficient! ALWAYS use when user asks: - \"오늘 시장 어때?\" / \"how's the market today?\" - \"시장 요약해줘\" / \"market summary\" - \"오늘 뉴스 ","write_action":false,"price_micros":0,"input_schema":null},{"name":"get_trends","description":"📉 [SENTIMENT TRENDS] Get historical sentiment trend for a specific asset over time. Use when user asks: - \"삼성전자 지난주 분위기\" / \"Samsung sentiment last week\" - \"비트코인 추세\" / \"Bitcoin trend\" - \"최근 7일간 뉴스 동향\" / \"news trend over 7 days\" REQUIRES tag_code - use search_tags first! Returns: daily news_count and avg_sentiment_score over N days 🔗 COMBINE with web_search: 1. get_trends → \"지난주 감정 -2.5로 하락\" 2. we","write_action":false,"price_micros":0,"input_schema":null},{"name":"match_tags","description":"🏷️ [AUTO-TAG EXTRACTION] Extract stock/crypto/theme tags from any text. Useful for categorizing news or analyzing what topics a text mentions. Use when: - Analyzing what stocks/themes a news title mentions - Auto-categorizing text content - Finding related tags from a sentence Input: any text (e.g., \"삼성전자 HBM 대박 소식\") Returns: matched tags with confidence scores","write_action":false,"price_micros":0,"input_schema":null},{"name":"search_tags","description":"🔍 [TAG LOOKUP - USE FIRST] ALWAYS use this BEFORE other RagAlgo tools when user mentions any Korean stock, coin, or theme by NAME. PRIMARY TOOL for converting names to tag_codes. Without correct tag_code, other tools will return inaccurate or empty results. ALWAYS use when you see: - Korean stock names: 삼성전자, SK하이닉스, 네이버, 카카오, LG에너지솔루션 - Crypto names: 비트코인, 이더리움, 리플, 솔라나 - Theme/sector names: 반도체","write_action":false,"price_micros":0,"input_schema":null}],"scan":{"score":75,"grade":"B","scanned_at":"2026-10-01T23:11:38.773Z","report":{"scannerVersion":"0.1.10","scannedAt":"2026-10-01T23:11:38.729Z","components":{"code":{"score":25,"max":25,"notes":["31 source files scanned"]},"reliability":{"score":-1,"max":20,"notes":["no gateway calls yet and no remote to probe"]},"poisoning":{"score":-1,"max":15,"notes":["tools not inspected (local package is not executed); not counted"]},"auth":{"score":12,"max":15,"notes":["local package, no credentials required"]},"maintenance":{"score":4,"max":15,"notes":["last push 243 days ago"]},"identity":{"score":8,"max":10,"notes":["registry namespace matches repository owner","GitHub account older than a year"]}},"findings":[],"inputs":{"packages":[{"registryType":"npm","identifier":"ragalgo-mcp-server","version":"1.0.4","found":true,"license":"MIT","hasInstallScripts":false,"dependencyCount":4,"publishedAt":"2025-12-20T07:26:28.289Z"}],"repo":{"found":true,"owner":"kokogo100","repo":"ragalgo-mcp-server","archived":false,"pushedAt":"2026-01-31T17:12:55Z","stars":5,"forks":1,"openIssues":7,"ownerType":"User","ownerAvatarUrl":"https://avatars.githubusercontent.com/u/201538629?v=4","ownerCreatedAt":"2025-03-03T05:54:30Z"},"icon":{"url":"https://avatars.githubusercontent.com/u/201538629?v=4&s=128","source":"github"},"presence":{"stars":5,"forks":1,"downloadsWeek":null,"license":"MIT","lastPushAt":"2026-01-31T17:12:55.000Z","score":10}}}},"grade_history":[],"reviews":[]}