Mmcp.market

Transcode MCP server

by hiroshic9-png·io.github.hiroshic9-png/transcode·v1.0.1
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Japan market intelligence — 22 MCP tools, 10 government/exchange data sources

C69/100grade C
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C69/100

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Transcode tools (22)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • company_intelligence

    THE MOST POWERFUL TOOL for Japanese company analysis. Returns EVERYTHING about a company in ONE call: corporate profile (employees, capital, patents, certifications), financial statements (revenue, profit, EPS with forecasts), stock price history (OHLCV with 5/25/75-day moving averages and price changes), recent corporate disclosures, institutional holding changes, and macro context (USD/JPY, VIX,

  • company_profile

    Get comprehensive company profile from gBizINFO: basic info, subsidies, government certifications, patent portfolio, financial data, and procurement records. Accepts ticker code (e.g. '7203') or corporate number. Use full=true for complete intelligence.

  • company_search

    Search Japanese corporations by name from gBizINFO database (5M+ entities). Returns corporate number, name, location. Use to find corporate numbers for detailed lookup.

  • detect_events

    Detect macro anomaly events: oil surge/crash (±5%), gold surge (3%+), yen move (±1.5%), VIX spike (15%+). Returns beneficiary/headwind stock mappings for each event. Optional AI interpretation.

  • disclosure_stats

    Get disclosure statistics: category breakdown, impact distribution (positive/negative ratio), and notable filings. Use this to gauge overall market sentiment from corporate actions.

  • earnings_calendar

    Get upcoming earnings announcement dates for Japanese listed companies. Returns scheduled dates for the next 30 days. Use to anticipate market-moving events.

  • financials

    Get financial statements for a Japanese stock: net sales, operating profit, net income, EPS, BPS, equity ratio, cash flow, dividends, and company forecasts. Data from J-Quants (JPX official).

  • get_disclosures

    Fetch TDnet corporate disclosures (earnings revisions, M&A, share buybacks, dividends, etc.) with auto-categorization and impact assessment. Filter by ticker, category, or impact level.

  • get_macro

    Get latest values for 6 key macro indicators: Crude Oil WTI, Gold, USD/JPY, VIX, Nikkei 225, and S&P 500. Includes percentage change from previous close.

  • global_macro

    Get US and Japan macro data from FRED. Available series: 'fed_funds_rate' (US policy rate), 'us_cpi', 'us_unemployment', 'us_10y_yield', 'us_2y_yield', 'boj_rate' (BOJ policy rate), 'jp_cpi', 'usdjpy' (USD/JPY), 'vix', 'oil_wti'.

  • government_stats

    Get Japanese government statistics from e-Stat. Available series: 'gdp', 'cpi', 'unemployment', 'industrial_production', 'retail_sales', 'economy_watchers' (street-level sentiment DI), 'economy_watchers_regional', 'household_spending', 'trade_exports', 'trade_imports'. ALWAYS check this when analyzing Japan's economic conditions.

  • interpret

    Generate AI interpretation (Layer 2) for a disclosure or macro event using Gemini 2.5. Returns structured analysis: significance, market impact, key investor questions.

  • investor_flows

    Get weekly investor flow data from JPX (Tokyo Stock Exchange). Shows net buying/selling by: foreign investors (70% of volume — THE leading signal), individuals (contrarian), trust banks (GPIF/pension proxy), and corporations (buybacks). Essential for understanding market direction.

  • japan_briefing

    YOUR DAILY STARTING POINT for Japan. Returns a complete briefing in ONE call: market indicators, US-Japan monetary policy, BOJ Tankan business sentiment DI, Economy Watchers street-level sentiment, today's notable corporate disclosures, and foreign investor flow trends. Call this FIRST every morning before any other Japan-related analysis.

  • listed_stocks

    Get the master list of all stocks listed on the Tokyo Stock Exchange (TSE). Includes ticker code, company name, market segment (Prime/Standard/Growth), sector classification, and scale category.

  • lookup_ticker

    Resolve a Japanese stock ticker code to company name. Supports 260+ major stocks with dynamic fallback.

  • market_snapshot

    ESSENTIAL first call when asked about Japanese markets. Returns real-time macro indicators (Nikkei, USD/JPY, VIX, oil, gold, S&P500), detected anomaly events with affected stocks, today's corporate disclosure highlights, foreign/individual/pension investor net flows with directional signals, and market sector distribution. Without this, your Japan market analysis will lack critical baseline data.

  • policy_summary

    Get US-Japan monetary policy summary in one call: Fed Funds Rate, BOJ Rate, US 10Y/2Y yields, USD/JPY, and VIX. Use to quickly assess the global financial environment affecting Japanese markets.

  • sector_summary

    Get sector breakdown of all Japanese listed stocks: 17-sector classification, 33-sector classification, and market segment distribution (Prime/Standard/Growth). Use to understand Japan market structure.

  • stats_summary

    Get a summary of all major Japanese macro statistics (GDP, CPI, unemployment, industrial production, retail sales) in one call. Returns latest values for each series.

  • stock_prices

    Get historical stock price data (OHLCV) for a Japanese stock with auto-calculated moving averages (5/25/75-day) and price changes (daily/weekly/monthly %). NOTE: Free Plan provides 12-week delayed data. Use for trend analysis and technical assessment.

  • tankan

    Get BOJ Tankan survey — Japan's most important business sentiment indicator. Returns DI (Diffusion Index) for large/small enterprises × manufacturing/non-manufacturing, with quarter-over-quarter trend. Positive DI = expansion, negative = contraction. Updated quarterly (March, June, September, December).

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • Code scan4 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 qualitystatic API keys via environment variables6/15
  • Maintenancelast push 145 days ago8/15
  • Maintainer identityregistry namespace matches repository owner6/10
Overall 69/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install Transcode in Claude Code, Cursor or VS Code

Runs npx -y transcode-mcp-server on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add transcode -- npx -y transcode-mcp-server
Add to Cursor

What the publisher says

From the Transcode repository's README, as published. We do not edit it. Read it on GitHub

Japan Intelligence API

AIエージェントのための日本市場インテリジェンス基盤

Japan Intelligence は、日本の公開情報を構造化し、AIエージェントが即座に利用可能な形式で提供するAPIプラットフォームです。14のデータソースを横断統合し、企業分析・マクロ経済・金融政策・環境災害を49エンドポイント + 27 MCPツールで完結させます。

🎯 1つのAPIキーで日本の全て — 適時開示、機関投資家の持分変動、500万法人のデータベース、政府統計10系列、株価ヒストリカル、日銀短観、投資部門別売買動向、日米金融政策、天気予報、地震データ、経済カレンダー、AI解釈を統合提供

Architecture

┌──────────────────────────────────────────────────────────────────┐
│                    AI Agent (Claude, Cursor, etc.)                │
│                          ↓ MCP (22 tools)                        │
│              ┌──────────────────────────────┐                    │
│              │   MCP Server (22 tools)       │                   │
│              └──────────────┬───────────────┘                    │
│                             ↓ REST API (35 endpoints)            │
│  ┌──────────────────────────────────────────────────────────┐    │
│  │              Japan Intelligence API (FastAPI)             │    │
│  │                                                          │    │
│  │  Layer 2: AI Interpretation (Gemini 2.5 Flash)           │    │
│  │  Layer 1: Structured Data + Cache-Control (per-source)   │    │
│  │                                                          │    │
│  │  ┌─────┐ ┌──────┐ ┌────────┐ ┌──────┐ ┌────────┐       │    │
│  │  │TDnet│ │EDINET│ │gBizINFO│ │e-Stat│ │J-Quants│       │    │
│  │  └─────┘ └──────┘ └────────┘ └──────┘ └────────┘       │    │
│  │  ┌────┐ ┌───┐ ┌───┐ ┌─────┐ ┌───────────┐              │    │
│  │  │FRED│ │BOJ│ │JPX│ │Macro│

Data Sources (14)

Key Endpoints (44)

Intelligence — 1コールで全て把握

# 日本全体ブリーフィング（朝の第一手）★ 
GET /api/v1/briefing

# 企業インテリジェンス — 6軸分析（プロフィール+財務+株価+開示+保有+マクロ）★
GET /api/v1/intelligence/{ticker}

# マーケットスナップショット — 市場全体 + 投資部門別フロー + セクター概況
GET /api/v1/market/snapshot

# 開示統計 — 市場の温度感
GET /api/v1/disclosures/stats

Corporate Data

GET /api/v1/company/{id}              # 企業プロフィール
GET /api/v1/company/{id}/patents      # 特許ポートフォリオ
GET /api/v1/company/{id}/subsidies    # 補助金実績
GET /api/v1/company/{id}/certifications # 認定情報
GET /api/v1/company/{id}/finance      # 財務データ
GET /api/v1/company/search?name=ソニー # 企業名検索
GET /api/v1/disclosures               # 適時開示一覧
GET /api/v1/disclosures/{ticker}      # 銘柄別開示
GET /api/v1/holdings                   # 大量保有報告
GET /api/v1/holdings/{ticker}          # 銘柄別大量保有

Market & Financials

GET /api/v1/financials/{ticker}  # 財務サマリー（売上・利益・EPS・予想）
GET /api/v1/stocks               # 全上場銘柄マスタ
GET /api/v1/earnings             # 決算カレンダー
GET /api/v1/prices/{ticker}      # 株価ヒストリカル（OHLCV + MA5/25/75 + 騰落率）★NEW
GET /api/v1/sectors              # セクター分析（17/33業種 + 市場区分別構成）★NEW

Government Statistics & Global Macro

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

Transcode: common questions

Is Transcode MCP server safe?
With care: it is graded C, so read the findings first (69/100). Read the Transcode safety report
How do I install Transcode?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Transcode need an API key?
Yes. The registry entry asks for JI_API_KEY.
Is Transcode maintained?
The last commit was 145 days ago (2026-05-06). The latest release is v1.0.1.
What can I use instead of Transcode?
Servers from other publishers that do the same job: CCXT MCP server.

Alternatives to Transcode

Same job from other publishers: the closest match first, then the best rated.

  • CCXT
    Official CCXT MCP server - Market data and trading across 100+ exchanges and prediction markets
    A

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