Kr Crypto Intelligence

io.github.bakyang2由 GitHub 帳號 bakyang2 發布v1.6.0更新於 Oct 24, 2026

Korean crypto + news (kpop/semi), 17 tools, signed receipts. x402 Base+Polygon+Solana.

已驗證Streamable HTTP可網頁執行網頁搜尋與抓取金融資料與分析

概覽

AI 產生的概覽

遠端 MCP 伺服器,讓助理取得韓國加密貨幣行情、泡菜溢價與套利訊號、韓元總體壓力及翻譯後的韓國新聞,按次付費

可以做什麼
讀取韓國交易所價格、美元兌韓元匯率、穩定幣溢價和可用交易對,以及免費的健康檢查與服務統計。計算泡菜溢價、掃描 180 多個代幣的套利機會,並追蹤交易所公告、市場異動和 Upbit 與 Bithumb 價差。以輕量或深度層級比較全球與韓國價格,並附 AI 解讀。取得 AI 市場解讀、英文版韓國市場情緒以及韓元總體壓力評分。取得翻譯成英文的韓國 K-pop 與半導體新聞,可選 AI 摘要與情緒分析。
適用情境
適合需要韓國市場訊號的加密貨幣交易研究或代理,例如泡菜溢價、套利價差、韓國市場情緒或韓元總體壓力,以及韓國 K-pop 和半導體新聞的英文資訊。若只需一般加密貨幣行情或非韓國市場資料,則不必使用。
執行需求
遠端 MCP 端點,無需本機安裝、API 金鑰或註冊。付費工具需透過 x402 微支付,使用 Base、Polygon 或 Solana 上的 USDC,或 XRPL 上的 RLUSD,需具備相容錢包或 x402 用戶端。需要能存取服務商 API 的網路。
安裝前請注意
多數工具按次收費,約 0.001 至 0.10 美元,透過 x402 微支付自動扣款,代理可能在無人確認的情況下花費資金。涉及需要儲值的加密錢包。回傳內容包含 AI 產生的訊號和摘要,可能有誤,且不構成投資建議。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Kr Crypto Intelligence,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.bakyang2%2Fkr-crypto-intelligence/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "kr-crypto-intelligence": {
      "type": "http",
      "url": "https://mcp.printmoneylab.com/mcp"
    }
  }
}

README

KR Crypto Intelligence API

Korean crypto market data + AI analysis for AI agents. 16 paid endpoints (11 crypto + 4 Korean news + 1 KRW macro), 180+ tokens, world's first Korean-to-English crypto sentiment API. Pay-per-use via x402 protocol on Base, Polygon, Solana, and XRPL. AWS Bedrock AgentCore-ready.

Endpoints (16 paid)

KRW Macro Signal (new)

EndpointPriceDescription
GET /api/v1/krw-macro-stress$0.05KRW Macro Stress Score (0-100) — combined signal from US 3Y treasury (FRED) + VIX + foreign ownership proxy (SK Hynix + Samsung mcap-weighted) + USD/KRW momentum + Korean semiconductor equity. Rolling 120d percentile over 2yr backfill. Returns score + regime (calm/neutral/caution/risk_off/crisis) + direction (krw_weakening/stable/strengthening) + per-component breakdown + AI factual note. 15-min cache. Positioning: KRW macro stress filter for trading bots (not kimchi-premium predictor).

Korean News → English (new)

EndpointPriceDescription
GET /api/v1/kr-news/kpop$0.01K-pop news (artists/groups) translated to English
GET /api/v1/kr-news/kpop-summary$0.05K-pop news + AI sentiment analysis, key themes, trending artists
GET /api/v1/kr-news/semiconductor$0.02Korean semiconductor industry news (Samsung/SK Hynix/HBM) in English
GET /api/v1/kr-news/semiconductor-summary$0.10Semiconductor news + AI market signal (bullish/bearish), trending companies

Korean Sentiment Analysis (World's First)

EndpointPriceDescription
/api/v1/kr-sentiment$0.05Korean market sentiment in English — combines exchange intelligence (189+ tokens) with Korean news context (Coinness Telegram) for AI-powered insights. 1-hour cache.

Global vs Korea Divergence

EndpointPriceDescription
/api/v1/global-vs-korea-divergence$0.05Global vs Korea divergence (light) — CoinGecko global price + Korean exchange + 1-2 sentence AI summary. 60s cache.
/api/v1/global-vs-korea-divergence-deep$0.10Deep tier — light data + Korean news signals (Coinness Telegram) + structured AI breakdown (drivers, global context, action suggestion, confidence). 5-min cache.

Korean Exchange Intelligence

EndpointPriceDescription
/api/v1/arbitrage-scanner$0.01Token-by-token Kimchi Premium for 180+ tokens, reverse premium, Upbit-Bithumb price gaps, market share
/api/v1/exchange-alerts$0.01New listings/delistings detection, investment warnings, caution flags (volume soaring, deposit soaring, etc.)
/api/v1/market-movers$0.011-min price surges/crashes, volume spikes, top 20 tokens by trading volume

AI-Powered Analysis

EndpointPriceDescription
/api/v1/market-read$0.10AI market analysis — 12+ data sources + exchange intelligence + Claude AI token-level signals

Market Data

EndpointPriceDescription
/api/v1/kimchi-premium$0.002BTC Kimchi Premium (Upbit vs Binance) — includes both official USD/KRW basis (premium_pct) and USDT real-trade basis (premium_pct_usdt) for true arbitrage edge measurement
/api/v1/stablecoin-premium$0.002USDT/USDC premium on Korean exchanges (fund flow indicator)
/api/v1/kr-prices$0.002Korean exchange prices (Upbit, Bithumb)
/api/v1/fx-rate$0.001USD/KRW exchange rate

Free

EndpointDescription
/api/v1/symbolsAvailable trading symbols
/api/v1/statsService statistics
/healthService health check
/llms.txtAI agent metadata
/.well-known/x402x402 service discovery

Live API

Base URL: https://api.printmoneylab.com MCP Server: https://mcp.printmoneylab.com/mcp API Docs: https://api.printmoneylab.com/docs

Key Features

Dual-Basis Kimchi Premium (Industry First)

  • Both official USD/KRW basis (matches what exchanges display) and USDT real-trade basis (what arbitrage bots actually trade) in a single response
  • The 0.3-1% gap between the two is the structural USDT premium itself — measurable, actionable
  • Critical for AI trading agents: the official basis is misleading; only USDT basis reflects true arbitrage margin after capital movement costs
  • No other Kimchi Premium API in the x402 ecosystem provides this dual-basis view

KR Sentiment (Unique — No Competitors Worldwide)

  • Real-time Korean market sentiment delivered in English
  • Combines exchange data (189+ tokens Kimchi Premium, warnings, volume spikes, deposit soaring) with Korean news context (Coinness Telegram, 6-hour window)
  • Claude AI generates: sentiment (BULLISH/BEARISH/CAUTIOUS_FOMO/PANIC/GREED/UNCERTAIN), score (-1.0 to +1.0), English report, exchange signals, news context, sources
  • Academic research validates: "Korean news sentiment predicts global crypto returns" (2026)
  • 1-hour cache + lazy invocation + concurrency lock for cost efficiency

Global vs Korea Divergence

  • Light tier: real-time premium between CoinGecko global price and Korean exchange (Upbit), with 1-2 sentence AI interpretation
  • Deep tier: adds Korean news signals (Coinness Telegram, 24h keywords + sentiment score) and structured AI analysis with Korean market drivers, global context, action suggestion, and confidence level
  • 25 supported symbols (BTC, ETH, XRP, SOL, ADA, DOGE, DOT, MATIC, LINK, AVAX, ATOM, UNI, LTC, NEAR, OP, ARB, APT, ALGO, FTM, SUI, TRX, BCH, ETC, HBAR, SHIB)

Arbitrage Scanner

  • Real-time Kimchi Premium for every token traded on both Upbit and Binance (189+)
  • Reverse premium detection (Korean discount = buy signal)
  • Upbit vs Bithumb price gap scanner (domestic arbitrage)
  • Market share tracking (Upbit vs Bithumb volume)

Exchange Alerts

  • New listing / delisting detection (market list comparison every 60s)
  • Investment warning flags (from Upbit official API)
  • Caution flags: price fluctuations, volume soaring, deposit soaring, global price differences, small account concentration

Market Movers

  • 1-minute price surge/crash detection (>1% in 60 seconds)
  • Volume spike detection (24h change rate, >1B KRW volume)
  • Top 20 tokens by trading volume

AI Market Read

  • 12+ data sources combined: Kimchi Premium, stablecoin premium, FX rate, Upbit/Bithumb volume TOP 5, BTC funding rate, open interest, dominance, Fear & Greed, + exchange intelligence (180+ tokens)
  • Claude AI generates: signal (BULLISH/BEARISH/NEUTRAL), confidence (1-10), summary, key factors, token-level alerts, risk warning

Payment

Uses the x402 protocol for micropayments. No API key, no subscription, no signup required.

  • Base: USDC on Base mainnet (eip155:8453)
  • Polygon: USDC on Polygon mainnet (eip155:137)
  • Solana: USDC on Solana mainnet
  • XRPL: RLUSD on XRPL mainnet (xrpl:0) — via /api/v1/xrpl/<endpoint> variants

All paid endpoints are also available via /api/v1/xrpl/<endpoint> for XRPL/RLUSD settlement (same prices, same responses).

Data Sources

  • Upbit — Largest Korean crypto exchange (245+ KRW markets)
  • Bithumb — Second largest Korean exchange (450+ markets)
  • Binance — Global price reference (659+ USDT markets)
  • CoinGecko — Global crypto prices (divergence endpoints)
  • Coinness Telegram — Korean crypto news source for sentiment analysis
  • exchangerate-api.com — USD/KRW FX rate
  • Alternative.me — Fear & Greed Index
  • Binance Futures — Funding rate, open interest
  • Claude AI (Haiku 4.5) — Market analysis and sentiment interpretation

AWS Bedrock AgentCore Integration

KR Crypto Intelligence is x402-native and ready to be discovered by AWS Bedrock AgentCore Payments (launched May 7, 2026 by AWS + Coinbase + Stripe).

Bedrock-powered agents can:

  • Discover all 16 endpoints via .well-known/x402 and CDP MCP
  • Pay autonomously with USDC on Base, Polygon, or Solana — or RLUSD on XRPL
  • Access without API keys, signups, or human approval

Discovery endpoint: https://api.printmoneylab.com/.well-known/x402
MCP server: https://mcp.printmoneylab.com/mcp
OpenAPI spec: https://api.printmoneylab.com/openapi.json

No additional setup required. The service is indexed in CDP Bazaar across all 16 endpoints.

MCP Server

Connect any MCP-compatible AI agent (Claude, Cursor, etc.):

json
{  "mcpServers": {    "kr-crypto-intelligence": {      "url": "https://mcp.printmoneylab.com/mcp"    }  }}

Receipt Verification

Every paid response includes a signed receipt. Bots can verify receipt authenticity using the merchant's public key.

Public Key

Available at /.well-known/x402 manifest under receipt_signer.public_key: curl https://api.printmoneylab.com/.well-known/x402 | jq '.receipt_signer'

Verification (Python)

python
from eth_account import Accountfrom eth_account.messages import encode_defunct
receipt = response_json["receipt"]payload = "|".join([    receipt["id"], receipt["endpoint"], receipt["amount"],    receipt["currency"], receipt["network"], receipt["tx_hash"],    receipt["payer"], receipt["merchant"], receipt["issued_at"]])recovered = Account.recover_message(    encode_defunct(text=payload),    signature=receipt["signature"])assert recovered.lower() == receipt["signer"].lower()

Receipt Fields

FieldDescription
idUnique receipt identifier (rcpt_YYYYMMDD_xxxxxx)
issued_atISO 8601 timestamp
endpointAPI path that was paid for
amountPayment amount (USDC on Base/Polygon/Solana, RLUSD on XRPL)
currency"USDC" or "RLUSD"
network"eip155:8453" (Base), "eip155:137" (Polygon), "solana:..." or "xrpl:0"
tx_hashOn-chain transaction hash
payerBuyer's wallet address
merchantKR Crypto's wallet address
signatureECDSA secp256k1 signature
signerKR Crypto's signer address

License

MIT License — see LICENSE

來源:README.md,提交 43acdba

工具

18

get_kimchi_premium

Get real-time Kimchi Premium — the price difference between Korean exchanges (Upbit) and global exchanges (Binance). South Korea ranks top 3 globally in crypto trading volume. A positive premium means Korean traders are paying more than the global market price. 💰 Price: $0.002 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402 Returns: premium_percent (official USD/KRW basis), premium_pct_usdt (Upbit USDT live rate basis), upbit_krw, binance_usdt, fx_rate. Gap between the two premium values reveals real arbitrage margin after stablecoin conversion costs. Args: symbol: Crypto symbol (e.g., BTC, ETH, XRP, SOL, DOGE)

輸入參數symbol

get_kr_prices

Get cryptocurrency prices from Korean exchanges (Upbit, Bithumb). Returns KRW-denominated prices, 24h volume, and change rate. 💰 Price: $0.002 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402 Args: symbol: Crypto symbol (e.g., BTC, ETH, XRP, SOL, DOGE) exchange: Exchange to query — 'upbit', 'bithumb', or 'all' for both

輸入參數symbolexchange

get_fx_rate

Get current USD/KRW exchange rate. Essential for converting between Korean Won and US Dollar prices. 💰 Price: $0.001 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

無需輸入參數。

get_available_symbols

Get all available trading symbols on Korean exchanges. Returns symbols available on Upbit, Bithumb, and those common to both. Use this to check which symbols you can query before calling other tools. 💰 Price: FREE (no x402 payment required)

無需輸入參數。

get_stablecoin_premium

Get USDT and USDC premium on Korean exchanges vs official USD/KRW rate. Positive premium = capital flowing INTO Korean crypto market. Negative premium = capital flowing OUT. Key indicator of Korean market fund flow direction, separate from Kimchi Premium. 💰 Price: $0.002 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

無需輸入參數。

check_health

Check service health and exchange connectivity status. Returns status of Upbit, Bithumb, and Binance API connections. 💰 Price: FREE (no x402 payment required)

無需輸入參數。

get_arbitrage_scanner

Scan Kimchi Premium for ALL tokens (180+) traded on both Upbit and Binance. Returns token-by-token premium %, reverse premiums (negative = Korean discount), Upbit vs Bithumb price gaps, market share between exchanges. Each token includes warning flags, volume soaring alerts, deposit soaring alerts. Updated every 60 seconds. Essential for cross-exchange arbitrage analysis. 💰 Price: $0.01 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

無需輸入參數。

get_exchange_alerts

Get Korean exchange alerts: new listings, delistings, investment warnings, and caution flags. Detects INVESTMENT_WARNING, PRICE_FLUCTUATIONS, VOLUME_SOARING, DEPOSIT_SOARING, GLOBAL_PRICE_DIFF, SMALL_ACCOUNTS_CONCENTRATION. New listings/delistings detected by comparing market list changes every 60 seconds. Critical for risk management and early listing detection. 💰 Price: $0.01 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

無需輸入參數。

get_market_movers

Get Korean market movers: 1-minute price surges/crashes (>1%), volume spikes, and top 20 tokens by trading volume on Upbit. Detects rapid price movements and unusual volume activity in Korean crypto markets. Korean retail activity often leads global price movements — early signal for traders. 💰 Price: $0.01 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

無需輸入參數。

get_market_read

AI-powered Korean crypto market analysis. Combines Kimchi Premium, stablecoin premium, FX rate, Upbit/Bithumb volume rankings, Binance funding rate, open interest, BTC dominance, and Fear & Greed index. Returns AI-generated signal (BULLISH/BEARISH/NEUTRAL), confidence score, actionable summary, and all raw data. 💰 Price: $0.10 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

無需輸入參數。

get_kr_sentiment

Korean crypto market sentiment analysis in English. Combines exchange intelligence (189+ tokens premium, warnings, volume spikes) with Korean news context (Coinness Telegram) for AI-powered real-time insights. First-in-world Korean-to-English crypto sentiment API. Returns sentiment label, score (-1 to +1), English report, exchange signals, news context. 1-hour cache. 💰 Price: $0.05 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

無需輸入參數。

get_krw_macro_stress

KRW Macro Stress Score (0-100) — combined 5-component signal blending US 3Y treasury (FRED), VIX, foreign ownership proxy on SK Hynix + Samsung (mcap-weighted foreign %), USD/KRW momentum, and Korean semiconductor equity. Rolling 120d percentile over a 2-year backfill. Returns score, regime (calm/neutral/caution/risk_off/crisis), direction (krw_weakening/stable/strengthening), per-component breakdown with raw values and freshness, plus an AI-generated factual note (no trading advice). 15-min cache. Positioning: KRW macro stress filter for trading bots (not a kimchi-premium predictor — V0 validation showed corr=-0.049 with kimchi premium). 💰 Price: $0.05 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402 Returns: score, regime, direction, components{us_rate_stress, risk_sentiment, foreign_flow, fx_momentum, semiconductor} each with score+raw+freshness, ai_note, market_hours{krx, us}, as_of, method, degraded[].

無需輸入參數。

get_global_vs_korea_divergence

Light tier — premium between CoinGecko global price and Upbit Korean price + 1-2 sentence AI interpretation. 25 supported symbols. 60s cache. Returns prices (global_usd, korea_krw, fx_rate), divergence (premium_pct, direction, magnitude), context_signals (investment_warning, volume_spike_24h), and ai_interpretation (1-2 sentence English summary). 💰 Price: $0.05 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402 Args: symbol: Crypto symbol — supported: BTC, ETH, XRP, SOL, ADA, DOGE, DOT, MATIC, LINK, AVAX, ATOM, UNI, LTC, NEAR, OP, ARB, APT, ALGO, FTM, SUI, TRX, BCH, ETC, HBAR, SHIB

輸入參數symbol

get_global_vs_korea_divergence_deep

Deep tier — light data + Korean news signals (Coinness Telegram, 24h window) + structured AI breakdown (drivers, global context, action suggestion, confidence). 5-min cache. Returns light response fields plus recent_news_signal (korean_news_count_24h, sentiment_score, top_keywords) and ai_deep_analysis (summary, korean_market_drivers, global_context, implied_action_suggestion, confidence). 💰 Price: $0.10 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402 Args: symbol: Crypto symbol — supported: BTC, ETH, XRP, SOL, ADA, DOGE, DOT, MATIC, LINK, AVAX, ATOM, UNI, LTC, NEAR, OP, ARB, APT, ALGO, FTM, SUI, TRX, BCH, ETC, HBAR, SHIB

輸入參數symbol

get_kr_news_kpop

Korean K-pop news (artists, groups, soloists, comebacks, music releases) aggregated from Naver and translated to English with AI relevance classification. Korean entertainment news often moves global fan markets before English coverage. 5-min cache. 💰 Price: $0.01 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402 Returns: results[] with title_en + summary_en + source_en plus original Korean (title_kr/source_kr) for verification, published_at, link. Args: limit: Number of articles to return (1-10, default 5)

輸入參數limit

get_kr_news_kpop_summary

Korean K-pop news plus AI synthesis. Same Naver-aggregated, English-translated articles as get_kr_news_kpop, with an added AI analysis layer: overall_sentiment, key_themes, trending_entities (artists/groups), and a paragraph summary. 5-min cache. 💰 Price: $0.05 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402 Returns: results[] (translated articles) plus ai_analysis with overall_sentiment, key_themes, trending_entities, summary_en. Args: limit: Number of articles to analyze (1-10, default 5)

輸入參數limit

get_kr_news_semiconductor

Korean semiconductor industry news (Samsung Electronics, SK Hynix, HBM, DRAM/NAND, foundry, AI chips, equipment suppliers) aggregated from Naver and translated to English. Korean chip news leads global semiconductor supply-chain signals. 5-min cache. 💰 Price: $0.02 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402 Returns: results[] with title_en + summary_en + source_en plus original Korean (title_kr/source_kr) for verification, published_at, link. Args: limit: Number of articles to return (1-10, default 5)

輸入參數limit

get_kr_news_semiconductor_summary

Korean semiconductor news plus AI market synthesis. Same Naver-aggregated, English-translated articles as get_kr_news_semiconductor, with an added AI layer: overall_sentiment, key_themes, trending_entities, market_signal (bullish/bearish/neutral), and a paragraph summary. 5-min cache. 💰 Price: $0.10 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402 Returns: results[] (translated articles) plus ai_analysis with overall_sentiment, key_themes, trending_entities, market_signal, summary_en. Args: limit: Number of articles to analyze (1-10, default 5)

輸入參數limit

版本歷史

1
  1. v1.6.0最新Sep 16, 2026

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