ML Application · TypeScript

Zotero-add-items-from-text

Jens Mittelbach@jmiba · Atlas 62.5 · #14= builder

View on GitHub9 Open Jens Mittelbach's Atlas

What it is

A Zotero plugin that extracts bibliographic references from unstructured text using configurable AI providers and validates/enriches them against bibliographic indexes before importing into Zotero.

Scored atae26f2a4 Nov 2026Changes since

Merit describes the code at this commit. Later pushes count once the owner rescans. How merit is scored

Where it counts

NLP & LLMs70%
Machine Learning30%
Data Science20%
AI Agents10%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

Around it on the NLP & LLMs board

Whole board

RankProjectBuilderFieldMerit

12, shared rankmagellanAI Developer Tool · RustMagellan is a deterministic codebase indexing tool that extracts symbols, references, AST, CFG, and other code facts from multiple languages and stores them in a SQLite database for fast querying via CLI or library API. It is designed to provide code intelligence for downstream…68.8/100AdvancedLuiz Cesar SpiesNLP & LLMs
12, shared rankMARK-PUBLICML Application · PythonMARK is a privacy-first personal AI assistant that integrates local vision-language inference, deterministic knowledge retrieval, voice and vision processing, sandboxed tool execution, a native Model Context Protocol bridge in Rust, and a resilient private transport mesh for…68.8/100AdvancedMice WorksNLP & LLMs
14Zotero-add-items-from-textML Application · TypeScript68.1/100AdvancedJens MittelbachNLP & LLMs
15ProjectClocktowerML Application · PythonProjectClocktower is an AI-powered application that serves as a Storyteller for the Blood on the Clocktower board game, featuring voice interaction, dynamic narration, and integration with online gaming platforms.67.9/100AdvancedemmjayhNLP & LLMs
16nexttextLibrary / Framework · Pythonnexttext is a Python library and CLI toolkit for neutralizing text and generating controlled bias to test and improve AI pipelines, offering multiple strategies (lexical, NLP-backed, semantic) for debiasing and injecting bias in text data.66.9/100AdvancedJarad PeckenpaughNLP & LLMs

What it is

Where it counts

Around it on the NLP & LLMs board

More from Jens Mittelbach