google-scholar-api通过 SerpAPI 实现 Google Scholar 学术论文检索和下载。使用场景包括:1) 通过关键词搜索学术论文,2) 获取论文详细信息(标题、作者、摘要、年份、引用次数),3) 下载可用的 PDF 文件,4) 批量检索相关文献,5) 按年份、引用数等条件筛选论文。需要 SerpAPI 密钥(可从 ser...
Install via ClawdBot CLI:
clawdbot install rutianze/google-scholar-apiGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
http://example.com/botUses known external API (expected, informational)
serpapi.comAudited Apr 17, 2026 · audit v1.0
Generated Aug 11, 2026
Researchers and students can use this skill to automate the process of searching for academic papers on a specific topic. It saves time by retrieving metadata like title, authors, year, and citation count, and can download available PDFs for offline reading.
Companies can monitor academic publications to stay ahead of competitors by searching for papers related to their industry. The skill allows filtering by year and citations, enabling quick identification of key research trends and innovations.
Researchers preparing grant proposals can efficiently collect relevant literature to support their proposals. The ability to download PDFs and organize them by topic helps in creating comprehensive literature reviews and references.
Patent attorneys and inventors can use this skill to search for academic papers that may be relevant as prior art. The advanced search options allow querying by specific authors or sources, which is crucial for a thorough novelty assessment.
Offer a basic version of the search functionality for free, while charging for premium features like batch downloads or higher rate limits. Revenue is generated through subscription fees for advanced usage.
Provide customized literature review reports to businesses and researchers. Charge a flat fee per report or an hourly rate for comprehensive searches and analysis, leveraging the skill's automation to deliver results quickly.
License the skill to universities, libraries, or research platforms as an integrated feature. Revenue is generated through licensing fees or a revenue share based on usage, targeting institutions seeking to enhance their research tools.
💬 Integration Tip
To integrate this skill, ensure the SERP_API_KEY environment variable is set correctly and install the required Python dependencies. For seamless integration, consider wrapping the search-and-download functionality into a dedicated module or service.
Scored Aug 11, 2026
Use this skill when users need to search academic papers, download research documents, extract citations, or gather scholarly information. Triggers include: requests to "find papers on", "search research about", "download academic articles", "get citations for", or any request involving academic databases like arXiv, PubMed, Semantic Scholar, or Google Scholar. Also use for literature reviews, bibliography generation, and research discovery. Requires OpenClawCLI installation from clawhub.ai.
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