Umbrella package for SciTeX — reproducible science from raw data to manuscript
Local CrossRef database with 167M+ works and full-text search
Local OpenAlex database with 284M+ works, abstracts, and semantic search
LaTeX manuscript compilation for scientific documents, with MCP server
Scientific paper search, enrichment, download, and management
SciTeX Hub deployment and management CLI
Multi-backend notification system (audio, Telegram, SMS, phone)
Text-to-speech with multiple backends for scientific workflows
Standardised evaluation metrics for seizure detection and forecasting
SSH primitives (exec/copy/attach/tunnel) with per-host allowlist
Reproducible matplotlib wrapper with mm-precision layouts
Git + GitHub utilities (clone, branch, commit, remote, secrets)
Generic SLURM dispatch (srun, sbatch, sync, poll, fetch)
SigmaPlot macro conversion utilities for matplotlib
LaTeX helpers — export .tex, render previews, vector formatting
Scientific project path utilities (find, split, symlink, versioning)
Project template cloner + code-snippet library
Text processing for scientific workflows (LaTeX, colors, parsing)
Configuration management with priority cascade: direct → yaml → env
Database utilities for scientific computing — SQLite3 and PostgreSQL
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