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Agent workflow、MCP tools 與 OpenAPI 入口

方案價格文件觀點文章
EN儀表板

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文件總覽

DASHBOARD

儀表板定價

FOR AI AGENTS

MCP Serverllms.txt工具清單OpenAPI SpecAgent 工作流範例
Webhooks建置中

OVERVIEW

總覽快速開始認證來源政策資料分級資料血緣市場覆蓋

DATA APIS

三大法人買賣借券資料董監持股股權分散法人市場匯總增強融資融券現股當沖暫停融資融券整體融資融券匯總籌碼流向

GUIDES

如何取得財報三表如何查三大法人籌碼如何看市場狀態如何接策略・AI Agent

SDKS

Release StatusPython SDKJavaScript / TypeScript SDK

AI agent?先讀 /llms.txt 取得全站索引。

籌碼與資金

法人市場匯總

三大法人每交易日全市場買賣超彙總,由官方 T86 報表跨全體上市股票加總而得。

衍生來源: TWSE·方案: pro·計費: 2 點·GET /v2/datasets/institutional-flow-market-aggregate

總覽

institutional-flow-market-aggregate 為推導型資料集:將官方 TWSE T86 報表中每檔股票的外資、投信、自營商買賣超加總為每交易日一列的全市場資料,讓 agent 無須逐檔抓取加總即可讀取整體法人動向;lineage 欄位回指底層 T86 來源,彙總值可稽核。

欄位型別說明
datestring交易日。
foreign_netnumber全市場外資買賣超(股)。
trust_netnumber全市場投信買賣超(股)。
dealer_netnumber全市場自營商買賣超(股)。
total_netnumber三大法人合計買賣超(股)。
source_rolestring正規來源角色(derived_twse_institutional_aggregate)。

涵蓋範圍

列數11,744,999
涵蓋起訖2012-05-02 至 2026-07-17
分級衍生

範例回應

此為本端點的真實回應。資料列位於 "items" 之下,來源資訊如下方所示;各資料集形狀不盡相同,請以本頁為準。

{  "dataset_id": "institutional-flow-market-aggregate",  "row_count": 50,  "status": "ok",  "items": [    {      "generated_at": "2026-07-20T18:33:56Z",      "trade_date": "2026-07-17",      "market": "TWSE",      "foreign_net_buy": -1272145532,      "investment_trust_net_buy": 29630849,      "dealer_net_buy": -3197999349,      "institutional_net_buy_total": -4440514032,      "constituent_row_count": 1337,      "source_lineage": {        "provider": "twse_t86",        "source_role": "official_twse_t86",        "source_table": "institutional_flow_items",        "derived_from_dataset": "institutional_flow",        "derivation_method": "group_by_trade_date_market_sum",        "derived_from_official_twse_t86_constituents": true      },      "data_gaps": [],      "coverage_window": {        "min_trade_date": "2026-05-04",        "max_trade_date": "2026-07-17"      },      "safe_usage_notes": [        "aggregate_not_single_stock_signal",        "do_not_forward_fill_missing_chip_days_without_policy",        "source_specific_methodology_may_change"      ],      "not_investment_advice": true,      "available_tools_or_endpoints": [        {          "name": "institutional_flow",          "path": "/v2/datasets/institutional-flow"        },        {          "name": "institutional_flow_market_aggregate",          "path": "/v2/datasets/institutional-flow-market-aggregate"        }      ],      "db_write_executed": false    },    {      "generated_at": "2026-07-20T18:33:56Z",      "trade_date": "2026-07-16",      "market": "TWSE",      "foreign_net_buy": 3387389,      "investment_trust_net_buy": -23517807,      "dealer_net_buy": -313350914,      "institutional_net_buy_total": -333481332,      "constituent_row_count": 1327,      "source_lineage": {        "provider": "twse_t86",        "source_role": "official_twse_t86",        "source_table": "institutional_flow_items",        "derived_from_dataset": "institutional_flow",        "derivation_method": "group_by_trade_date_market_sum",        "derived_from_official_twse_t86_constituents": true      },      "data_gaps": [],      "coverage_window": {        "min_trade_date": "2026-05-04",        "max_trade_date": "2026-07-17"      },      "safe_usage_notes": [        "aggregate_not_single_stock_signal",        "do_not_forward_fill_missing_chip_days_without_policy",        "source_specific_methodology_may_change"      ],      "not_investment_advice": true,      "available_tools_or_endpoints": [        {          "name": "institutional_flow",          "path": "/v2/datasets/institutional-flow"        },        {          "name": "institutional_flow_market_aggregate",          "path": "/v2/datasets/institutional-flow-market-aggregate"        }      ],      "db_write_executed": false    }  ],  "safe_usage_notes": [    "not_investment_advice",    "twse_only_scope",    "aggregate_not_single_stock_signal"  ]}

擷取自 2026-07-20 的線上 API。

快速開始

  1. 把你的金鑰放進 X-API-Key 標頭。
  2. 加上查詢參數(symbol、日期區間、limit)。
  3. 送出請求並讀取 items 陣列。
curl "https://api.twmarketdata.com/v2/datasets/institutional-flow-market-aggregate?symbol=2330" \  -H "X-API-Key: sk_live_..."

篩選參數

參數必填型別說明
symbol是string股票代碼,例如 2330。
start_date否string (YYYY-MM-DD)查詢起始日期。
end_date否string (YYYY-MM-DD)查詢結束日期。
limit否integer回傳筆數上限。

Python 範例

第一個呼叫:

import requests resp = requests.get(    "https://api.twmarketdata.com/v2/datasets/institutional-flow-market-aggregate",    params={"symbol": "2330"},    headers={"X-API-Key": "sk_live_..."},)resp.raise_for_status()print(resp.json()["items"])

帶日期區間篩選:

import requests # The full verified example — the same call with every supported filter set.resp = requests.get(    "https://api.twmarketdata.com/v2/datasets/institutional-flow-market-aggregate",    params={"symbol": "2330"},    headers={"X-API-Key": "sk_live_..."},)resp.raise_for_status()for row in resp.json()["items"]:    print(row)

OpenAPI

此端點為 GET /v2/datasets/institutional-flow-market-aggregate。完整機器可讀 schema(參數、認證、回應封裝)見 OpenAPI spec。

備註與限制

  • 推導而非官方揭露:此為由逐檔 T86 買賣超計算的全市場彙總,會承接上游任何 is_placeholder 列——單日數字異常時請與 institutional-flow 對帳。

請求與回應

請求

curl "https://api.twmarketdata.com/v2/datasets/institutional-flow-market-aggregate?symbol=2330&start_date=2026-01-01&end_date=2026-06-30&limit=5" \  -H "X-API-Key: $TWMD_API_KEY"

以 X-API-Key 標頭認證,使用儀表板發放的 sk_live_ 金鑰。

回應

JSON
{  "dataset_id": "institutional-flow-market-aggregate",  "row_count": 50,  "status": "ok",  "items": [    {      "generated_at": "2026-07-20T18:33:56Z",      "trade_date": "2026-07-17",      "market": "TWSE",      "foreign_net_buy": -1272145532,      "investment_trust_net_buy": 29630849,      "dealer_net_buy": -3197999349,      "institutional_net_buy_total": -4440514032,      "constituent_row_count": 1337,      "source_lineage": {        "provider": "twse_t86",        "source_role": "official_twse_t86",        "source_table": "institutional_flow_items",        "derived_from_dataset": "institutional_flow",        "derivation_method": "group_by_trade_date_market_sum",        "derived_from_official_twse_t86_constituents": true      },      "data_gaps": [],      "coverage_window": {        "min_trade_date": "2026-05-04",        "max_trade_date": "2026-07-17"      },      "safe_usage_notes": [        "aggregate_not_single_stock_signal",        "do_not_forward_fill_missing_chip_days_without_policy",        "source_specific_methodology_may_change"      ],      "not_investment_advice": true,      "available_tools_or_endpoints": [        {          "name": "institutional_flow",          "path": "/v2/datasets/institutional-flow"        },        {          "name": "institutional_flow_market_aggregate",          "path": "/v2/datasets/institutional-flow-market-aggregate"        }      ],      "db_write_executed": false    },    {      "generated_at": "2026-07-20T18:33:56Z",      "trade_date": "2026-07-16",      "market": "TWSE",      "foreign_net_buy": 3387389,      "investment_trust_net_buy": -23517807,      "dealer_net_buy": -313350914,      "institutional_net_buy_total": -333481332,      "constituent_row_count": 1327,      "source_lineage": {        "provider": "twse_t86",        "source_role": "official_twse_t86",        "source_table": "institutional_flow_items",        "derived_from_dataset": "institutional_flow",        "derivation_method": "group_by_trade_date_market_sum",        "derived_from_official_twse_t86_constituents": true      },      "data_gaps": [],      "coverage_window": {        "min_trade_date": "2026-05-04",        "max_trade_date": "2026-07-17"      },      "safe_usage_notes": [        "aggregate_not_single_stock_signal",        "do_not_forward_fill_missing_chip_days_without_policy",        "source_specific_methodology_may_change"      ],      "not_investment_advice": true,      "available_tools_or_endpoints": [        {          "name": "institutional_flow",          "path": "/v2/datasets/institutional-flow"        },        {          "name": "institutional_flow_market_aggregate",          "path": "/v2/datasets/institutional-flow-market-aggregate"        }      ],      "db_write_executed": false    }  ],  "safe_usage_notes": [    "not_investment_advice",    "twse_only_scope",    "aggregate_not_single_stock_signal"  ]}

擷取自對此端點的真實呼叫,非手寫。

此資料集的資料列在 "items" 之下。各資料集的信封不同,請以本頁為準,勿沿用其他頁的形狀。

本頁的分級徽章屬文件分級,並非回應欄位。