Ragalgo MCP server
io.github.kokogo100/ragalgo·v1.0.0·5 starsDynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.
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Ragalgo tools (10)
write = sends, deletes, buys or postsRead from the package source without running it. The installed server may list more.
get_chart_coin🪙 [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
get_chart_stock📈 [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
get_financials💰 [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
get_news📰 [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
get_news_scored📰 [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
get_research📑 [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.
get_snapshots📊 [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
get_trends📉 [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
match_tags🏷️ [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
search_tags🔍 [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
Public scan report
scanner v0.1.10 · 2026-10-01 · same rubric, same numbers if you re-run it
- Code scan31 source files scanned25/25
- –Live reliabilityno gateway calls yet and no remote to proben/a
- –Tool poisoningtools not inspected (local package is not executed); not countedn/a
- Auth qualitylocal package, no credentials required12/15
- Maintenancelast push 243 days ago4/15
- Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
How Ragalgo compares
Against every graded Finance MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 75/100
- higher than 50% of 1,761 Finance servers
- Tools
- 10
- the typical Finance server has 8
- Tools that change things
- 0%
- typical: 0%. Fewer write tools means less an agent can break
- GitHub stars
- 5
- more than 86% of 946 Finance servers
What its tools let an agent do: 10 read
Install Ragalgo in Claude Code, Cursor or VS Code
Runs npx -y ragalgo-mcp-server on your machine. Read the scan report first; the gateway never runs local packages.
claude mcp add ragalgo -- npx -y ragalgo-mcp-server
Ragalgo: common questions
- Is Ragalgo MCP server safe?
- Mostly: it is graded B (75/100). Read the Ragalgo safety report
- How do I install Ragalgo?
- It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
- Does Ragalgo need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Ragalgo maintained?
- The last commit was 277 days ago (2026-01-31). The latest release is v1.0.0.
- What can I use instead of Ragalgo?
- Servers from other publishers that do the same job: Blockrun MCP server, Alpha Vantage MCP server and TickDB Market Data MCP server.
- How does Ragalgo compare with other Finance MCP servers?
- safety score 75/100 (higher than 50% of 1,761 Finance servers); tools 10 (the typical Finance server has 8); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.
Alternatives to Ragalgo
Same job from other publishers: the closest match first, then the best rated.
- BlockrunWeb search, deep research, prediction markets & crypto data for AI agents. Pay per call via x402.not reviewedEstablishedB
- Alpha VantageReal-time financial market data: stocks, forex, crypto, commodities, and economic indicatorsnot reviewedGrowingA
TickDB Market DataReal-time & historical market data: forex, stocks, crypto, indices, metals, K-line, quotesnot reviewedGrowingB- CoinRithm Agent TradingKeyless prediction-market data across 12 venues plus paper-trading of crypto spot, futures, and PM.not reviewedGrowingA
- D365FO MCP ServerA community-driven Microsoft Dynamics 365 Finance & Operations MCP servernot reviewedGrowingB