Python toolkit for reproducible science. CLI commands, 371+ MCP tools, built-in skills. From raw data to manuscript — with reproducibility verification. For AI and human researchers.

Local CrossRef database (167M papers) with FTS5 full-text search, MCP server for AI assistants, paper caching, and impact factor data. Python API & CLI.

LaTeX manuscript compilation with automatic versioning, diff generation, and MCP server for AI assistants. Part of SciTeX.

Give your AI agents a voice — TTS, phone calls, SMS, email, webhooks. One MCP server, 8 backends.

Local OpenAlex database with 284M+ scholarly works, abstracts, and semantic search for RAG and research assistants

Declarative YAML-based agent lifecycle management for AI coding agents — start, stop, monitor with a single command

Text-to-Speech with Multiple Backend Fallback (elevenlabs → luxtts → gtts → pyttsx3)

Skills for SciTeX Ecosystem in PyPI with Automatic Regular Update

Unified social media management — posting, analytics, and insights.

Publication-ready statistical testing with 23 tests, effect sizes, power analysis, and APA formatting

App developer SDK for SciTeX ecosystem — scaffold, validate, dev-install, and manage standalone shell applications

Reproducible, publication-ready scientific figures as first-class objects. Millimeter-precise layout, 47 plot types, GUI editor, and diagram engine. Part of SciTeX. AGPL-3.0.

Unified container management for Apptainer and Docker — part of the SciTeX ecosystem

Django-based, self-hostable browser application for scientific research. Part of SciTeX.

Multi-domain scientific dataset fetcher — neuroscience, biology, pharmacology, medical. Part of SciTeX.

Shared developer utilities for the SciTeX ecosystem

Verifiable knowledge graph for scientific experiments

Universal scientific data I/O with plugin registry — save/load 30+ formats with one API. Part of SciTeX.

AST-based Python linter enforcing SciTeX reproducible research patterns

Real-time WebSocket communication hub for AI agents — channel routing, @mentions, push-based Claude Code integration, dashboard with model display