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GitHub Trending
6/10

Citation Logger

A writers' companion for academic authors that auto-fetches source metadata for any pasted URL or DOI, formats it in 9,000+ journal styles (APA, Chicago, Vancouver), and tracks which model generated each paragraph so authors can disclose AI use cleanly.

Target user

Graduate students and journal authors who need to cite sources accurately and disclose AI assistance

Features
  • Drag-and-drop citation capture from URL, DOI, or PDF
  • Style switcher covering 9,000+ journal and university styles
  • Paragraph-level provenance log: which model wrote what
  • Export to Word, LaTeX, or Endnote with full audit trail
Why now

With Claude Science and similar tools letting researchers draft papers using third-party models, authors increasingly need a clean way to document which model produced which section for journal AI-disclosure requirements.

Signals · overall 6/10
Demand
5/10

Saturated category with Scribbr, Zotero, Textero, Scholarly, Winston AI all offering free URL/DOI-to-citation tools; AI-disclosure requirement is real (Nature/Science/IEEE/APA mandate it) but the feature is narrow and gets bolted onto existing managers.Free Citation Generator | APA, MLA, Chicago | ScribbrAI Disclosure Policies by Major Journals | AI Usage Cards

Whitespace
4/10

Crowded citation-manager market (Zotero, Mendeley, EndNote, Paperpile, RefWorks) and a wave of free AI citation generators; Anthropic's Claude Science itself is building auditable AI-traceability directly, shrinking the wedge.EndNote vs Mendeley vs Zotero: Best Reference ManagerClaude Science, an AI workbench for scientists | Anthropic

Monetization
4/10

Citation tools are notoriously hard to monetize: Zotero is free/OSS, Scribbr is ad-supported, Paperpile charges ~$3.99/mo, EndNote $250+; target users (grad students) have low willingness to pay, and the AI-disclosure angle alone is too thin to anchor a paid plan.Free AI Citation Generator — APA, MLA, Chicago, Harvard

Longevity
7/10

AI-disclosure mandates are expanding across publishers and are likely to persist; citation styles (CSL repo) are stable. Risk: standards bodies or reference managers (Zotero plugins, Claude Science) may absorb the disclosure-tracking feature natively.AI Disclosure Policies by Major Journals | AI Usage CardsAPA Journals policy on generative AI

Feasibility
8/10

Trivial to build on existing infrastructure: CrossRef/DOI APIs + Citation Style Language (CSL) repo already cover 9000+ styles; markdown diff and a local paragraph-to-model log are straightforward; an arXiv paper benchmarking 8 chatbots on reference accuracy shows this is a well-mapped problem.Assessing the performance of 8 AI chatbots in generating bibliographic referencesClaude Science, an AI workbench for scientists | Anthropic

让 Claude Science 的推理走自选的第三方 API(DeepSeek / 通义千问 / 任意 OpenAI 兼容端点),保留工具调用·Skill·MCP·代码执行,含本地虚拟登录跳过。macOS 菜单栏 app。仅供个人学习研究,使用者自负风险。 · ★ 176GitHub Trending · 2026-07-04 (21d ago)