Read and write a Zotero library from the shell with the zotero-cli command - search papers by keyword or meaning, read PDF full text and page ranges, get and set metadata, manage collections, tags, notes and annotations, add items by DOI/URL/ISBN, and export bibliographies. Use whenever the user asks about their…
A privacy-first, local-first search assistant and MCP server for your Zotero library, enabling AI agents to search and analyze your research papers securely.
GPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT. Use whenever the user mentions GPU/CUDA/NVIDIA acceleration, or wants to speed up NumPy, pandas, scikit-learn, scikit-image, NetworkX, GeoPandas, or Faiss workloads. Covers physics…
Batch download academic paper full-text (PDF/XML) from a list of DOIs. Handles 25 DOI prefixes across 19 publisher families via three layered routes: (1) publisher TDM APIs requiring institutional subscription (Elsevier ScienceDirect, Wiley Online, Springer Nature), (2) Open Access sources (Crossref, Unpaywall…
Import arXiv papers into Zotero with duplicate detection and batch support. TRIGGER when: user asks to import papers, add arxiv papers to zotero, batch import papers, check for duplicate papers in zotero, mentions importing by arXiv ID, or wants to list Zotero collections. DO NOT TRIGGER when: user is working on…
Use when the user wants to add, create, upload/attach, download/fetch, search, tag, look up by item key, export BibTeX for, or organize references (papers, PDFs) in their Zotero library via the zotkit CLI — headless Zotero management through the Web API + WebDAV, no desktop app. Covers task recipes and safety rules.…
Use when the user wants to search, script, or automate a Zotero library — even if they don't say "Zotero" or "BibTeX": local-first library search, CI-gateable health reports, preview-first writes with undo, reviewable PDF/DOI import, annotation export, Obsidian/Logseq vault sync, plus an MCP server for agents. Trigger…
Use when a finished manuscript is about to be submitted and the question is what to fix first: a pre-submission check, a submission-readiness pass, "what will get me desk rejected", reporting-guideline gaps (STROBE, CONSORT, PRISMA, COREQ), a missing ethics or funding or competing-interests or data-availability…
A tool for comparing several research papers in a comparison table. It examines their questions, methods, data, results, conclusions, and limitations.
★not rated 1 2mo agoA27 tokens
originalMIT
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