algoseed

A professional analysis workbench for developers and quants.

amx-studio — 株式分析: daily candlestick chart with Bollinger bands, volume-profile overlay and MACD pane.
amx-studio — 株価指数: market index view showing TOPIX and Nikkei sector trends.
amx-studio — 指数先物: futures price board across contract months with a Nikkei 225 chart below.
amx-studio — 指数オプション: calls and puts board with greeks across the strike ladder.
amx-studio — IVサーフェス: 3D implied-volatility surface for Nikkei 225 options, IV% over delta and contract month.
amx-studio — 外国為替: cross-rate matrix across fourteen currencies with the USDJPY chart, Bollinger bands and MACD beneath.
amx-studio — ポートフォリオ: holdings with risk statistics, cumulative return against TOPIX and 日経225, drawdown, sector weights and factor exposures.
株式分析 · Stock analysis
amx-studio — powered by the Algoseed Model eXecution framework
01 — Data source

Data-source agnostic by design.

J-Quants powers it today, but nothing above it knows that: the engine is source-agnostic. All data is stored as plain Parquet, an open format any engine reads — no vendor lock-in.

amx-studio — システムモニター: one row per dataset with its start date, latest date, coverage ratio and lag.
システムモニター — coverage per dataset, start to latest

Market data reference — J-Quants, Japan Exchange Group.

02 — Algoseed Model eXecution framework

Data orchestration, seamless end to end.

amx is a data-driven framework; one engine, many surfaces — the desktop, a notebook, an agent. The same data serves every level, a chart to read, a table to check, a dataframe for the data science, and all of it stays connected.

And the list is open at the bottom. A Jupyter kernel and Interactive Brokers are next, with more behind them: write it once, read it from anywhere that plugs in.

amx-studionative desktop
amx-client-apityped calls
amx-serviceCommon Lisp engine
DuckDBparquet lake
amx-quantmachine learning · LightGBM
amx-agentAI · Claude
03 — Analysis

Every kind of analysis in one window.

Fundamentals, technicals, powerful screening and AI on top — all over the same data, and all in one place. Equities, index futures and options, margin balances, investor flows and filings included.

amx-studio — 時系列チャート: daily candles with Bollinger bands, a volume pane and MACD beneath.
amx-studio — 財務データ: ten years of revenue, operating profit and net income with PER, PBR, ROE and ROA beneath.
amx-studio — 財務諸表: the full XBRL income statement and balance sheet by fiscal year, IFRS filtered.
amx-studio — 売買内訳: daily buying and selling by type against the close, with the short-sale ratio and margin balances beneath.
amx-studio — 東証33業種相関: rolling correlation of one name against all 33 TSE sectors as a heatmap through time, with mean beta per sector.
amx-studio — リスクファクター: rolling beta against eleven macro factors — TOPIX, USDJPY, US equities, JP rates and volatility, oil, gold and more — through time.

04 — AI

Analysis
in the era of AI.

A research analyst of your own, standing on the whole market history rather than a summary of it. Claude connects straight through amx's MCP endpoint — ask in plain language, and every figure it answers with carries the rows behind it.

amx-studio — 個別銘柄分析: the request dialog, one name and the angles to cover.
個別銘柄分析 — the request
amx-studio — AIエージェント: the agent's answer, opening verdict and valuation table.
AIエージェント — the answer

sample · 個別銘柄分析 · 8697

In active development — used daily against live JPX data.

Investment, collaboration or questions — feel free to reach out: admin@algoseed.com.

The agent's full report on 8697 — valuation against its own history, technicals, fundamentals, factor risk, supply and demand, dividend policy and a peer comparison.
個別銘柄分析 — SAMPLE