F
licenseNot graded
qualityB
maintenanceEnables natural language weather queries for cities in Israel and the United States, combining browser automation and official API retrieval.
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MCP Weather Agent
by SaraDev841
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- FlicenseNot gradedqualityCmaintenanceEnables natural language weather queries for Israeli cities with real-time data extracted via Playwright, plus USA weather alerts and forecasts via NWS API, all orchestrated by Groq LLM.1-
- FlicenseAqualityCmaintenanceEnables users to query weather information for Israel via Playwright browser automation and for the USA via a weather API, allowing an LLM to access real-time weather data and alerts.4-
- FlicenseNot gradedqualityDmaintenanceEnables users to query real-time weather data for Israeli cities using natural language, automatically scraping a weather website via Playwright and returning AI-generated answers.-
- FlicenseNot gradedqualityCmaintenanceEnables weather queries for US forecasts and alerts via the National Weather Service API, and Israeli weather forecasts through a Playwright-controlled browser, all through an interactive chat interface using OpenRouter and MCP.-
- AlicenseNot gradedqualityCmaintenanceEnables obtaining current and forecast weather for Israeli cities through natural language, by automating a real browser to search, select, and extract forecast content from the Israel Meteorological Service website.MIT
TDQS
B3.4/5.0
Scored across 4 tools
Disambiguation4/5
Each tool maps to a distinct browser-automation step (open site, enter city, select result, extract content), so they are separable in principle. However, they form a rigid ordered pipeline with no way to tell from the names alone that they must be chained, and enter vs. select could be momentarily confused by a hurried agent.
Naming Consistency4/5
All names are snake_case and share a predictable verb_..._israel suffix (open/enter/select/get_weather_forecast_..._israel). Minor structural deviation: open_weather_forecast_israel omits the 'city' segment the other three include, but the pattern is still readable and consistent.
Tool Count4/5
Four tools is a reasonable count for this narrow scraping workflow. It is slightly granular, since a single 'fetch forecast for city' operation is split into four browser steps, but each step is individually actionable and the set stays well-scoped.
Completeness3/5
The surface covers the happy path open -> search -> select -> extract, but has no tool to close/reset the browser session, no error or no-result handling, and despite the generic server name 'MCP Weather Agent' it only supports Israeli locations. Agents can complete the core task but will hit dead ends on edge cases.
Maintenance
ActivityMaintained
ResponsivenessNo issues