{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_vc5phtkc5j6r","handle":"iflow-mcp-stephen9412-roc-cwa-mcp","url":"https://wellknown.network/agents/iflow-mcp-stephen9412-roc-cwa-mcp","links":{"self":"https://wellknown.network/agents/iflow-mcp-stephen9412-roc-cwa-mcp/record.json","html":"https://wellknown.network/agents/iflow-mcp-stephen9412-roc-cwa-mcp","markdown":"https://wellknown.network/agents/iflow-mcp-stephen9412-roc-cwa-mcp/record.md","api":"https://wellknown.network/api/v1/agents/iflow-mcp-stephen9412-roc-cwa-mcp","status":"https://wellknown.network/api/v1/agents/iflow-mcp-stephen9412-roc-cwa-mcp/status","claim":"https://wellknown.network/agents/iflow-mcp-stephen9412-roc-cwa-mcp/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/iflow-mcp-stephen9412-roc-cwa-mcp/claim.json","badge":"https://wellknown.network/agents/iflow-mcp-stephen9412-roc-cwa-mcp/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/iflow-mcp-stephen9412-roc-cwa-mcp/history","tools":"https://wellknown.network/api/v1/agents/iflow-mcp-stephen9412-roc-cwa-mcp/tools"},"ard":{"identifier":"urn:air::server:iflow-mcp-stephen9412-roc-cwa-mcp","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"iflow-mcp_stephen9412-roc-cwa-mcp","summary":"Taiwan CWA Weather API MCP Server","description":"# Taiwan Central Weather Administration MCP Server\n\nThis project provides a Model Context Protocol (MCP) server that interfaces with the Taiwan Central Weather Administration (CWA) API, allowing you to easily access weather data for Taiwan.\n\n[中文版](README_ZH.md)\n\n## CWA API Resources\n\nTo use this project, you need to obtain an API key from the Central Weather Administration:\n\n- CWA Open Data Platform: https://opendata.cwa.gov.tw/index\n- API Documentation: https://opendata.cwa.gov.tw/dist/opendata-swagger.html\n- API Key Application Guide: https://www.hlbh.hlc.edu.tw/resource/openfid.php?id=38959\n\n## Features\n\n- Get 3-day weather forecast data for Taiwan counties and cities\n- Get 1-week weather forecast data for Taiwan counties and cities\n- Get historical rainfall data for the past three days\n- Automatic data cleaning and format conversion\n- Simplified API output with only essential information\n\n## System Requirements\n\n- Python 3.10+\n- MCP CLI 1.6.0+\n- uv package manager\n\n## Installation\n\n1. Ensure you have Python 3.10 or higher installed\n\n2. Install dependencies using uv:\n\n```bash\n# Install project dependencies using uv\nuv pip install -e .\n```\n\n## Usage\n\n### Starting the Server\n\n#### Windows Users\n\n```bash\n# Execute in Command Prompt or PowerShell\nuv --directory your_project_path run src/server.py your_API_key\n```\n\n#### Mac and Linux Users\n\n```bash\n# Execute in Terminal\nuv --directory your_project_path run src/server.py your_API_key\n```\n\n### Available MCP Tools\n\nThis server provides the following three main tools:\n\n#### 1. get_3_days_weather\n\nGet 3-day weather forecast data for a specified county or city.\n\nParameters:\n\n- `location_name` (string): County or city name, must be a valid Taiwan county or city name\n\nValid county/city names include: Yilan County, Hualien County, Taitung County, Penghu County, Kinmen County, Lienchiang County, Taipei City, New Taipei City, Taoyuan City, Taichung City, Tainan City, Kaohsiung City, Keelung City, Hsinchu County, Hsinchu City, M…","publisher":null,"homepage":null,"repository":null,"version":"0.1.3","license":null,"protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:iflow-mcp_stephen9412-roc-cwa-mcp","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.package-management","name":"Packages & Dependencies","confidence":0.859,"provenance":"derived"},{"slug":"code.documentation","name":"Code Documentation","confidence":0.848,"provenance":"derived"},{"slug":"data.weather","name":"Weather","confidence":0.814,"provenance":"derived"},{"slug":"dev.terminal","name":"Terminal & Shell","confidence":0.779,"provenance":"derived"}],"categories":["code","data","dev"],"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_stephen9412-roc-cwa-mcp","registry":"pypi","observedAt":"2026-09-15T20:21:25.003Z","publishedAt":"2026-02-26T16:15:46.965491Z","latestVersion":"0.1.3"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"iflow-mcp_stephen9412-roc-cwa-mcp","url":"https://pypi.org/project/iflow-mcp_stephen9412-roc-cwa-mcp/","firstSeenAt":"2026-09-09T21:24:07.307Z","fetchedAt":"2026-09-15T20:19:50.195Z","normalizedAt":"2026-09-15T20:19:50.195Z"}]},"firstSeenAt":"2026-09-09T21:24:07.307Z","updatedAt":"2026-09-15T20:21:25.003Z"}