scholargraphAcademic literature intelligence toolkit for multi-source paper search, analysis, and knowledge graph building with AI assistance.
Install via ClawdBot CLI:
clawdbot install josephyb97/scholargraphGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://img.shields.io/badge/TypeScript-5.0+-blue.svgUses known external API (expected, informational)
arxiv.orgAudited Apr 17, 2026 · audit v1.0
Generated Mar 1, 2026
Researchers use ScholarGraph to conduct systematic literature reviews by discovering relevant papers, extracting key insights, and mapping knowledge relationships. This accelerates the review process and helps identify foundational works and emerging trends in their field.
In pharmaceutical research, ScholarGraph analyzes scientific papers to track drug development progress, identify related studies, and visualize connections between compounds and diseases. This supports decision-making in drug discovery and clinical trials.
Tech companies utilize ScholarGraph to monitor academic publications for emerging technologies, such as AI or quantum computing, by tracking research trends and identifying gaps. This informs innovation strategies and competitive intelligence.
Grant writers and researchers employ ScholarGraph to map existing literature, identify research gaps, and build evidence-based proposals. This enhances the quality of applications by demonstrating a thorough understanding of the scholarly landscape.
Offer tiered subscription plans for individual researchers, academic institutions, and corporations, providing access to advanced features like automated progress tracking and premium API integrations. Revenue is generated through monthly or annual fees.
Sell customized licenses to large organizations, such as pharmaceutical firms or universities, for on-premise deployment or enhanced support. This includes tailored integrations, training, and dedicated customer service.
Provide a free basic version with limited features, such as basic literature search, and charge for premium add-ons like in-depth PDF analysis, advanced knowledge graphs, or priority API access. This attracts users and upsells advanced capabilities.
💬 Integration Tip
Ensure API keys for services like Semantic Scholar are configured for optimal performance, and consider using containerization (e.g., Docker) for easy deployment across different environments.
Scored Apr 19, 2026
Search and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or conference paper on any topic.
Search, download, and summarize academic papers from arXiv. Built for AI/ML researchers.
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.
利用python,指定某个arxiv_id/url, 基于 LLM Agent 对这篇arxiv论文进行分类与深度阅读,直接print打印阅读笔记