search-clusterAggregated search aggregator using Google CSE, GNews RSS, Wikipedia, Reddit, and Scrapling.
Install via ClawdBot CLI:
clawdbot install 1999azzar/search-clusterGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/1999AZZAR/search-cluster-skillUses known external API (expected, informational)
googleapis.comAudited Apr 16, 2026 · audit v1.0
Generated Mar 20, 2026
Businesses can use Search Cluster to aggregate real-time news from Google News RSS, Reddit discussions, and Wikipedia for competitive analysis and trend monitoring. It provides sanitized, structured data from multiple sources, enabling quick insights without manual browsing.
Media companies can leverage the tool to fetch and aggregate content from Google CSE, Reddit, and scrapling for breaking news or topic-specific articles. The structured JSON output simplifies content pipeline integration, supporting automated news feeds.
Researchers can utilize Search Cluster to gather information from Wikipedia, Google Scholar via CSE, and Reddit for public sentiment. The multi-provider approach ensures diverse data sources, aiding literature reviews and data collection.
Companies can deploy this skill to search for solutions across Google, Reddit, and Wikipedia, providing support agents with aggregated, sanitized information. This reduces response times and improves accuracy in troubleshooting.
Marketing teams can aggregate search results from Google CSE and scrapling to monitor SEO performance and competitor strategies. The tool's structured output facilitates data analysis for keyword tracking and content optimization.
Offer Search Cluster as a cloud-based API service with tiered pricing based on query volume and provider access. Revenue is generated through monthly subscriptions, targeting businesses needing aggregated search data without infrastructure management.
Sell on-premise licenses to large organizations requiring high-availability and security, with custom integration support. Revenue comes from one-time license fees and annual maintenance contracts, focusing on industries like finance or government.
Aggregate and anonymize search data from the tool to create datasets for sale to research firms or AI training. Revenue is generated through one-time or subscription-based data sales, leveraging the multi-provider output for comprehensive insights.
💬 Integration Tip
Ensure environment variables like GOOGLE_API_KEY and SCRAPLING_PYTHON_PATH are properly set for provider functionality, and use the structured JSON output to feed into existing data pipelines or dashboards.
Scored Apr 19, 2026
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