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Ragalgo

Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.

Connector by kokogo100 · GitHub account verified by the MCP Registry

IndexedLicense unknownLocal (stdio)★ 5
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Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/kokogo100-ragalgo

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Dynamic RAG Engine preventing AI hallucinations in Korean Finance and Crypto markets.

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list and install config. Checked Oct 25, 2026.

Tools
9 read · 1 write · 0 delete · 1 not yet classified
Secrets
None asked for
Install scripts
Not scanned yet
Runs as
Node.js package

Tools by what they do 11

Read from the source code; the running server may list different tools.

Read 9 · Look things up without changing anything.

  • get_available_rooms
  • get_chart_coin
  • get_chart_stock
  • get_financials
  • get_news
  • get_news_scored
  • get_research
  • get_snapshots
  • get_trends

Write 1 · Create, change, send or run things.

  • match_tags

Not yet classified 1 · We could not tell from the name and description.

  • search_tags

Tools (11)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • get_available_rooms

    📺 [REALTIME] Get active WebSocket subscription rooms for real-time data streaming. Returns: Available room IDs for market_snapshot, global_news, and tag-specific streams.

  • get_chart_coin

    🪙 [TIER 2: CRYPTO CHART DETAIL] Get detailed crypto technical analysis with V4 scoring. Use for: "how's Bitcoin?", crypto momentum screening, detailed chart analysis Filter by: zone (STRONG_UP/UP_ZONE/NEUTRAL/DOWN_ZONE/STRONG_DOWN) Supports: All major cryptocurrencies (KRW pairs) Response includes tag_code for cross-referencing.

  • get_chart_stock

    📈 [TIER 2: STOCK CHART DETAIL] Get detailed technical analysis with V4 scoring. Use for: "which stocks are rising?", momentum screening, detailed chart analysis Filter by: zone (STRONG_UP/UP_ZONE/NEUTRAL/DOWN_ZONE/STRONG_DOWN), market (US/KR/JP/UK) Supports: US, KR, JP, UK markets Response includes tag_code for cross-referencing with news. TIP: Use get_snapshots first for quick overview, then this for detailed technical analysis.

  • get_financials

    💰 [STOCK FUNDAMENTALS] Get quarterly financial statements. Use for: "Samsung financials", "low PER stocks", "high ROE companies", "undervalued stocks" Returns: PER, PBR, ROE, ROA, revenue, operating_income, net_income, debt_ratio, dividend_yield Note: Currently supports KOREAN stocks only.

  • get_news

    📰 [RAW NEWS - NO SCORES] Basic news without sentiment analysis. Use only when sentiment scores are not needed. Prefer get_news_scored over this for most use cases.

  • get_news_scored

    📰 [TIER 2: NEWS DETAIL] Get global news articles with AI sentiment scores (-10 to +10). Use for detailed news lookup when get_snapshots shows significant news activity. Filter by: tag_code, verdict (bullish/bearish/neutral), score range Supports: All global markets (US, KR, UK, JP, Crypto) Response includes tag_codes for cross-referencing with charts. TIP: Use get_snapshots first for overview, then this for detailed news on specific tags.

  • get_research

    📑 [TIER 2: RESEARCH DETAIL] Get professional analyst reports and key insights. Use when: - get_snapshots shows 'research_count > 0' - User asks for: "market outlook", "sector analysis", "future trends", "investment insights" - Questions about: "AI Industry outlook", "Semiconductor Cycle" Filter by: tag_code, source (mckinsey, goldman, etc.) Returns: - Full AI Summary - Key Investment Insights - Market Outlook (Bullish/Bearish) - Tag codes for related assets TIP: This tool provides *LONG-TERM* sector trends and professional analysis. Combine with news/charts for comprehensive view.

  • get_snapshots

    📊 [TIER 1: GLOBAL MARKET DASHBOARD] PRIMARY TOOL for ALL market questions. ALWAYS use this FIRST. This is the ONLY tool that returns news + chart + research COMBINED in one call. Prefer this over calling get_news + get_chart separately - much more efficient! ALWAYS use when user asks: - "How's the market today?" - "Market summary" - "What's hot today?" - "Daily briefing" - "S&P 500 status" Supports: - Markets: US (NYSE/Nasdaq), KR (Korea), UK (LSE), JP (Tokyo), Crypto, Futures - Auto-routes based on tag_code prefix (STK, USTK, LSE, JPIX, CRY, =F, ^) Returns per asset: - News stats (coun…

  • get_trends

    📉 [SENTIMENT TRENDS] Get historical sentiment trend for a specific asset over time. Use for: "Samsung news trend last week", "Bitcoin sentiment this month", "recent 7-day news trend" REQUIRES tag_code - use search_tags first! Returns: daily news_count and avg_sentiment over N days

  • match_tags

    🏷️ [AUTO-TAG EXTRACTION] Extract stock/crypto/theme tags from any text. Use for: Analyzing what topics a news title mentions, auto-categorizing text content, finding related tags from a sentence. Input: any text (e.g., "Nvidia HBM chip breakthrough news") Returns: matched tags with confidence scores

  • search_tags

    🔍 [TAG LOOKUP - USE FIRST] ALWAYS use this BEFORE other RagAlgo tools when user mentions any 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 user asks: - Stock names: Apple, Tesla, Samsung, Nvidia, Toyota - Crypto names: Bitcoin, Ethereum, Ripple, Solana - Index/Market names: S&P 500, Nasdaq, Dow Jones, Nikkei 225 - Theme/sector names: AI, Semiconductor, EV, Bio Examples: "Apple" → USTK_AAPL, "Samsung" → STK005930, "S&P 500" → ^GSPC CRITICAL: Call this first, then …

Signals

Stars
5
Forks
1
Open issues
0
Last commit
Jan 31, 2026 (9 months ago)
Last release
Dec 26, 2025 (10 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Registry name
io.github.kokogo100/ragalgo
Version
1.0.0
Auth
No auth
Packages
npm ragalgo-mcp-server
License
License unknown
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Cite this page

Ragalgo MCP server. Agent Mart. https://agentmart.dev/connectors/kokogo100-ragalgo (last updated 2026-10-24)