{"passport":{"unfragile":{"@version":"1.0","version":"2026-05","artifact":{"id":"awesome-google-news","slug":"google-news","name":"Google News","type":"repo","url":"https://github.com/ChanMeng666/server-google-news","page_url":"https://unfragile.ai/google-news","categories":["research-search"],"tags":[],"pricing":{"model":"open_source","free":true,"starting_price":null},"status":"active","verified":false},"capabilities":[{"id":"awesome-google-news__cap_0","uri":"capability://search.retrieval.multi.language.news.search.via.serpapi.integration","name":"multi-language news search via serpapi integration","description":"Executes news searches across multiple languages by routing queries through SerpAPI's Google News endpoint, automatically handling language-specific query formatting and response parsing. The implementation abstracts SerpAPI's HTTP API layer, managing authentication via API keys and normalizing heterogeneous response structures into a unified data model across different language editions of Google News.","intents":["Search for news articles in languages other than English without building language-specific scrapers","Query Google News programmatically without maintaining direct web scraping logic","Retrieve news results with consistent schema regardless of source language or regional variant"],"best_for":["developers building multilingual news aggregation services","teams needing programmatic access to Google News without web scraping maintenance","applications requiring news data across 10+ language markets"],"limitations":["Dependent on SerpAPI service availability and rate limits (typically 100 requests/month free tier)","Response latency includes SerpAPI network round-trip (~500-2000ms per query)","No caching layer built-in — repeated identical queries incur redundant API calls and costs","Limited to news results that SerpAPI indexes; cannot access paywalled or region-restricted articles"],"requires":["SerpAPI account with valid API key","Network connectivity to SerpAPI endpoints","Node.js runtime (version inferred from repo structure, likely 14+)"],"input_types":["query string (search terms)","language code (e.g., 'en', 'es', 'zh', 'fr')","optional filters (date range, news source, location)"],"output_types":["JSON array of news articles with title, URL, source, publication date, snippet"],"categories":["search-retrieval","tool-use-integration"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-google-news__cap_1","uri":"capability://data.processing.analysis.automatic.topic.categorization.of.news.articles","name":"automatic topic categorization of news articles","description":"Analyzes retrieved news article content (title, snippet, metadata) to automatically assign topic categories using pattern matching, keyword extraction, or lightweight NLP classification. The system maps articles to predefined topic buckets (e.g., 'Technology', 'Politics', 'Sports', 'Health') without requiring external ML model inference, enabling fast categorization at query time.","intents":["Organize news search results into semantic categories for UI display or filtering","Route articles to topic-specific feeds or notification channels automatically","Enable faceted search where users can filter results by news category"],"best_for":["news aggregation platforms building category-based feeds","applications needing real-time topic classification without ML infrastructure","teams prioritizing latency over classification accuracy"],"limitations":["Classification accuracy depends on predefined category taxonomy — may misclassify edge cases or emerging topics","Keyword-based approach cannot handle nuanced or satirical content","No learning or adaptation — categories remain static unless manually updated","Performance degrades with non-English content if keyword lists are English-only"],"requires":["Predefined topic category taxonomy (hardcoded or configuration file)","Article metadata (title, snippet minimum; full text optional)","Node.js runtime"],"input_types":["news article object with title, snippet, source, URL","optional full article text"],"output_types":["article object with added 'category' field (string or array of strings)","confidence score (optional, if probabilistic classification used)"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-google-news__cap_2","uri":"capability://tool.use.integration.server.side.news.query.orchestration.with.http.api","name":"server-side news query orchestration with http api","description":"Exposes a REST API endpoint that accepts news search parameters (query, language, filters), orchestrates the SerpAPI call, applies topic categorization post-processing, and returns structured JSON responses. The server abstracts the complexity of SerpAPI integration, error handling, and response normalization behind a simple HTTP interface, allowing clients to request news without direct SerpAPI knowledge.","intents":["Build a frontend application that calls a single news endpoint instead of managing SerpAPI directly","Create a microservice that other backend systems can query for news data","Provide a consistent API contract for news retrieval across multiple client applications"],"best_for":["teams building news-driven web or mobile applications","microservice architectures where news is one of many data sources","developers wanting to abstract SerpAPI complexity from frontend code"],"limitations":["No built-in request caching — repeated identical queries hit SerpAPI each time, incurring costs","No authentication/authorization layer — if exposed publicly, anyone can consume your SerpAPI quota","Synchronous request-response model — long-running searches may timeout on client side","No pagination support (inferred from typical SerpAPI wrapper patterns) — limited to first N results per query"],"requires":["Node.js runtime with Express.js or similar HTTP framework (inferred)","SerpAPI API key configured as environment variable","HTTP client library (fetch, axios, or built-in Node.js http module)"],"input_types":["HTTP GET/POST request with query parameters: { query: string, language: string, filters?: object }"],"output_types":["JSON response: { articles: [...], totalResults: number, timestamp: ISO8601 }","HTTP error responses (400 for bad request, 429 for rate limit, 500 for server error)"],"categories":["tool-use-integration","automation-workflow"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-google-news__cap_3","uri":"capability://data.processing.analysis.language.aware.query.formatting.and.response.normalization","name":"language-aware query formatting and response normalization","description":"Translates user-provided search queries into language-specific formats expected by SerpAPI's Google News endpoint (e.g., adjusting query syntax, handling special characters, locale codes) and normalizes heterogeneous API responses into a unified schema regardless of source language or regional variant. This includes mapping language codes to SerpAPI parameters and parsing region-specific date formats or article metadata structures.","intents":["Search for news in non-English languages without manually constructing SerpAPI-specific query syntax","Ensure consistent response structure when querying news across different language editions","Handle regional variations in article metadata (e.g., different date formats, source name conventions)"],"best_for":["multilingual news applications serving users in 10+ countries","teams building international content platforms","developers needing transparent language-to-API-parameter mapping"],"limitations":["Language support limited to languages SerpAPI indexes (typically 50+ but not all world languages)","Query syntax normalization may lose nuance for complex boolean queries in non-English languages","Regional metadata variations not fully documented — may require empirical testing per language","No built-in translation of queries — user must provide query in target language"],"requires":["Mapping of language codes to SerpAPI locale/language parameters (hardcoded or config file)","Response schema definition for normalized article objects","Node.js runtime"],"input_types":["query string in target language","language code (ISO 639-1 or custom code, e.g., 'en', 'es', 'zh-CN')"],"output_types":["normalized article array with consistent fields: { title, url, source, publishedAt, snippet, category }"],"categories":["data-processing-analysis","text-generation-language"],"confidence":0.5,"matches":0,"success_rate":0},{"id":"awesome-google-news__cap_4","uri":"capability://data.processing.analysis.news.article.deduplication.and.filtering","name":"news article deduplication and filtering","description":"Detects and removes duplicate articles from search results (same article published by multiple sources or at different times) by comparing article URLs, titles, or content hashes. Optionally filters results by publication date, source reputation, or other metadata to surface high-quality, unique content. This post-processing step runs after SerpAPI retrieval and before returning results to the client.","intents":["Remove duplicate articles from search results to improve user experience","Filter low-quality or spam sources from news feeds","Prioritize recent or authoritative sources when the same story appears multiple times"],"best_for":["news aggregation platforms combining results from multiple sources","applications needing clean, deduplicated feeds","teams building quality-focused news products"],"limitations":["URL-based deduplication misses articles with identical content but different URLs (e.g., syndicated content)","No semantic similarity detection — cannot identify articles covering the same story with different wording","Filtering rules are static — no learning from user feedback or engagement metrics","Requires maintaining a list of trusted/untrusted sources (manual curation or external data source)"],"requires":["Article metadata with URL and title (minimum)","Optional: source reputation database or whitelist/blacklist","Node.js runtime"],"input_types":["array of article objects from SerpAPI response"],"output_types":["deduplicated and filtered article array","optional: metadata on removed articles (count, reasons)"],"categories":["data-processing-analysis"],"confidence":0.5,"matches":0,"success_rate":0}],"trust":{"score":25,"verified":false,"data_access_risk":"high","permissions":["SerpAPI account with valid API key","Network connectivity to SerpAPI endpoints","Node.js runtime (version inferred from repo structure, likely 14+)","Predefined topic category taxonomy (hardcoded or configuration file)","Article metadata (title, snippet minimum; full text optional)","Node.js runtime","Node.js runtime with Express.js or similar HTTP framework (inferred)","SerpAPI API key configured as environment variable","HTTP client library (fetch, axios, or built-in Node.js http module)","Mapping of language codes to SerpAPI locale/language parameters (hardcoded or config file)"],"failure_modes":["Dependent on SerpAPI service availability and rate limits (typically 100 requests/month free tier)","Response latency includes SerpAPI network round-trip (~500-2000ms per query)","No caching layer built-in — repeated identical queries incur redundant API calls and costs","Limited to news results that SerpAPI indexes; cannot access paywalled or region-restricted articles","Classification accuracy depends on predefined category taxonomy — may misclassify edge cases or emerging topics","Keyword-based approach cannot handle nuanced or satirical content","No learning or adaptation — categories remain static unless manually updated","Performance degrades with non-English content if keyword lists are English-only","No built-in request caching — repeated identical queries hit SerpAPI each time, incurring costs","No authentication/authorization layer — if exposed publicly, anyone can consume your SerpAPI quota","builder identity is not verified yet","no observed match outcomes yet"],"rank_breakdown":{"adoption":0.05,"quality":0.35,"ecosystem":0.39999999999999997,"match_graph":0.25,"freshness":0.52,"weights":{"adoption":0.3,"quality":0.2,"ecosystem":0.15,"match_graph":0.3,"freshness":0.05}},"observed_outcomes":{"matches":0,"success_rate":0,"avg_confidence":0,"top_intents":[],"last_matched_at":null},"maintenance":{"status":"active","updated_at":"2026-06-17T09:51:03.041Z","last_scraped_at":"2026-05-03T14:00:15.503Z","last_commit":null},"community":{"stars":null,"forks":null,"weekly_downloads":null,"model_downloads":null,"model_likes":null}},"distribution":{"claim_url":"https://unfragile.ai/submit?claim=google-news","compare_url":"https://unfragile.ai/compare?artifact=google-news"}},"signature":"Q52qFckhrp2zIvm+s/X0iI3+/PSODVxkHpGDx7pNVgkTv2x25kVIIv20bxIwbrYk3j3V6Uw5fprFwLHxoBbjCw==","signedAt":"2026-06-22T01:56:33.688Z","signedBy":"unfragile.ai","version":1},"_links":{"self":"https://unfragile.ai/api/v1/passport/google-news","artifact":"https://unfragile.ai/google-news","verify":"https://unfragile.ai/api/v1/verify?slug=google-news","publicKey":"https://unfragile.ai/api/v1/trust-passport-public-key","spec":"https://unfragile.ai/trust","schema":"https://unfragile.ai/schema.json","docs":"https://unfragile.ai/docs"}}