{"serverId":"mcp-registry/io.github.koreal6803/finlab-ai","tools":[{"name":"get_data_catalog","fixed":{"name":"get_data_catalog","description":"取得 FinLab 量化資料庫的目錄摘要：涵蓋台股與美股的分類數、欄位數、資料列數、年份範圍，以及代表性資料集（股價、月營收、財務指標等）。適合回答「FinLab 有哪些資料」。","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"annotations":{"readOnlyHint":true},"title":"FinLab 資料庫目錄摘要"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":65,"tokensAfter":65},{"name":"get_finlab_docs","fixed":{"name":"get_finlab_docs","description":"取得 FinLab Skill 的開發文件（與 GitHub koreal6803/finlab-ai main 分支同步，skill 更新後自動生效）：不帶參數回傳 SKILL.md 主文件與參考文件清單；帶 doc 參數回傳指定參考文件全文。涵蓋 900+ 資料欄位、sim() 回測 API、60+ 策略範例、因子分析與機器學習等，撰寫 finlab Python 程式前建議先查閱。","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{"doc":{"type":"string","description":"參考文件檔名，例如 \"dataframe-reference.md\"。省略時回傳 SKILL.md 與文件清單。"}},"additionalProperties":false},"annotations":{"readOnlyHint":true},"title":"FinLab Skill 開發文件"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":130,"tokensAfter":130},{"name":"get_stock_evidence","fixed":{"name":"get_stock_evidence","description":"查詢台股個股的每日更新數據實證：基本面體質定位（獲利、估值、籌碼因子百分位）、目前正在觸發的量化訊號與其歷史前瞻報酬統計、估值位階等。例如 symbol=\"2330\" 查台積電。資料來自 FinLab 每日以 finlab 套件計算的真實數據。","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["symbol"],"properties":{"market":{"enum":["tw","us"],"type":"string","description":"市場，預設 \"tw\" 台股；\"us\" 為美股（覆蓋率較低）。"},"symbol":{"type":"string","description":"台股股票代號字串，例如 \"2330\"（台積電）、\"0050\"、\"00631L\"。保留前導零，不要轉成數字。"}},"additionalProperties":false},"annotations":{"readOnlyHint":true},"title":"查個股數據實證"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":145,"tokensAfter":145},{"name":"get_strategy","fixed":{"name":"get_strategy","description":"取得 FinLab 策略庫中單一策略的完整快照：策略說明、真實回測績效與基準比較、以及可直接執行的 finlab Python 程式碼。slug 可先用 list_strategies 查詢。","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","required":["slug"],"properties":{"slug":{"type":"string","description":"策略代號（slug），例如由 list_strategies 取得"}},"additionalProperties":false},"annotations":{"readOnlyHint":true},"title":"取得單一策略完整內容"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":100,"tokensAfter":100},{"name":"how_to_start","fixed":{"name":"how_to_start","description":"取得 FinLab 快速上手指南：如何用 AI 輔助流程（Claude cowork / Codex）在自己電腦安裝 FinLab 並跑第一個台股策略真實回測，以及免費線上體驗入口。適合回答「怎麼開始用 FinLab」「怎麼回測台股」。","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"annotations":{"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false},"title":"FinLab 快速上手"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: false, destructiveHint: false, idempotentHint: false (inferred from the name).","verify":true}],"tokensBefore":72,"tokensAfter":72},{"name":"list_strategies","fixed":{"name":"list_strategies","description":"列出 FinLab 公開策略庫中的台股量化策略，含每一檔策略的真實回測績效摘要（CAGR、Sharpe、最大回撤）與基準比較。想看完整策略內容與 Python 程式碼時，請接著呼叫 get_strategy。","inputSchema":{"type":"object","$schema":"http://json-schema.org/draft-07/schema#","properties":{}},"annotations":{"readOnlyHint":true},"title":"列出 FinLab 策略庫"},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":69,"tokensAfter":69}],"toolsChanged":6,"tokensSaved":0,"todo":[],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}