{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_bg3jn52uxczm","handle":"iflow-mcp-twjackysu-twstockmcpserver","url":"https://wellknown.network/agents/iflow-mcp-twjackysu-twstockmcpserver","links":{"self":"https://wellknown.network/agents/iflow-mcp-twjackysu-twstockmcpserver/record.json","html":"https://wellknown.network/agents/iflow-mcp-twjackysu-twstockmcpserver","markdown":"https://wellknown.network/agents/iflow-mcp-twjackysu-twstockmcpserver/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-twjackysu-twstockmcpserver","status":"https://wellknown.network/api/v1/agents/iflow-mcp-twjackysu-twstockmcpserver/status","claim":"https://wellknown.network/agents/iflow-mcp-twjackysu-twstockmcpserver/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-twjackysu-twstockmcpserver/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-twjackysu-twstockmcpserver/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-twjackysu-twstockmcpserver/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-twjackysu-twstockmcpserver/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-twjackysu-twstockmcpserver","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_twjackysu_twstockmcpserver","summary":"A MCPServer for partial APIs of the Taiwan Stock Exchange OpenAPI.","description":"# 🚀 TWStockMCPServer\n\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n[![Python](https://img.shields.io/badge/python-3.13+-blue.svg)](https://www.python.org/downloads/)\n[![MCP](https://img.shields.io/badge/MCP-Compatible-green.svg)](https://modelcontextprotocol.io/)\n[![API Tests](https://github.com/twjackysu/TWStockMCPServer/actions/workflows/api-tests.yml/badge.svg)](https://github.com/twjackysu/TWStockMCPServer/actions/workflows/api-tests.yml)\n\n一個全面的**模型上下文協議 (MCP) 伺服器**，專為台灣證券交易所 (TWSE) 數據分析設計，提供即時股票資訊、財務報表、ESG 數據和趨勢分析功能。\n\n\n \n\n\n## 🌏 語言版本\n\n- [English](README_en-us.md) | **繁體中文**\n\n## 🎬 示範影片\n\n### VSCode Copilot demo\n![VSCode Copilot demo](./staticFiles/sample-ezgif.com-resize.gif)\n\n### Gemini CLI demo\n![Gemini CLI demo](./staticFiles/gemini-cli-demo.gif)\n\n*觀看 TWStockMCPServer 功能展示*\n\n## ✨ 五大投資分析情境\n\n### 📊 **個股趨勢研判**\n短中長期技術面、基本面、籌碼面綜合分析\n> *\"分析台積電(2330)最近的走勢\" / \"鴻海(2317)適合長期投資嗎？\"*\n\n### 💰 **外資投資解讀**\n外資持股、產業流向、個股進出追蹤\n> *\"外資最近在買什麼股票？\" / \"半導體業外資投資趨勢如何？\"*\n\n### 🔥 **市場熱點捕捉**\n重大訊息、異常成交、權證活躍度監控\n> *\"今天有什麼重大消息？\" / \"哪些股票交易量異常活躍？\"*\n\n### 💎 **股利投資規劃**\n高殖利率篩選、除權息行事曆、配息穩定性分析\n> *\"推薦一些高殖利率股票\" / \"下個月有哪些公司要除權息？\"*\n\n### 🎯 **投資標的篩選**\n價值股/成長股篩選、ESG風險評估\n> *\"幫我找一些被低估的價值股\" / \"ESG表現好的公司有哪些？\"*\n\n## 📈 API 整合進度\n\n目前進度：**143/143 (100.0%)** 已完成 ✅\n\n想了解詳細的API覆蓋情況？查看我們的 **[API TODO List](API_TODO.md)** 追蹤實作進度！\n\n> 💡 執行 `python generate_todo.py` 可自動更新進度統計\n\n## ⚙️ 快速開始\n\n### 🚀 線上使用（推薦）\n```json\n{\n \"twstockmcpserver\": {\n \"transport\": \"streamable_http\",\n \"url\": \"https://TW-Stock-MCP-Server.fastmcp.app/mcp\"\n }\n}\n```\n\n### 🔧 本地安裝\n```bash\ngit clone https://github.com/twjackysu/TWStockMCPServer.git\ncd TWStockMCPServer\nuv sync && uv run fastmcp dev server.py\n```\n\n## 🤝 參與貢獻\n歡迎PR！查看現有[API列表](API_TODO.md)了解可擴展的功能。\n\n## 📄 授權 & 免責聲明\nMIT授權 | 僅供參考，不構成投資建議","publisher":null,"homepage":null,"repository":null,"version":"0.1.0","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_twjackysu_twstockmcpserver","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","summary":"pypi","version":"pypi","description":"pypi"}},"derived":{"capabilities":[{"slug":"dev.version-control","name":"Version Control","confidence":0.745,"provenance":"derived"},{"slug":"productivity.tasks","name":"Tasks & To-do","confidence":0.745,"provenance":"derived"}],"categories":["dev","productivity"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"iflow-mcp_twjackysu_twstockmcpserver","registry":"pypi","observedAt":"2026-09-15T20:21:32.395Z","publishedAt":"2026-01-29T09:29:26.336321Z","latestVersion":"0.1.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_twjackysu_twstockmcpserver","url":"https://pypi.org/project/iflow-mcp_twjackysu_twstockmcpserver/","firstSeenAt":"2026-09-09T21:24:38.342Z","fetchedAt":"2026-09-15T20:20:21.055Z","normalizedAt":"2026-09-15T20:20:21.055Z"}]},"firstSeenAt":"2026-09-09T21:24:38.342Z","updatedAt":"2026-09-15T20:21:32.395Z"}