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.

Demo: AI-driven autonomous research from synthetic data to peer-reviewed manuscript. Part of SciTeX.

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

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

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

Local OpenAlex database (284M+ works, FTS5 search, abstracts, SciTeX IF) with Python API, CLI, HTTP relay, and MCP server.

Playwright-based browser automation helpers for scholarly paper access (PDF capture, stealth, popups, Google OAuth, ZenRows) — SciTeX ecosystem.

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

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

Skills for SciTeX Ecosystem in PyPI with Automatic Regular Update

Boilerplate template for scientific research projects using the SciTeX framework. MNIST example pipeline included.

Database utilities for scientific computing: SQLite3 (with numpy BLOB storage, compression, optional git versioning) and PostgreSQL, sharing a mixin-based API plus health checks, duplicate removal, and schema inspection.

Shared frontend UI components for the SciTeX ecosystem

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

Declarative lifecycle manager for Claude Code CLI agents inside tmux / screen / SSH / SLURM. YAML config, auto-accept TUI prompts, functional liveness probes, /compact automation, and per-action telemetry.

Self-hosted research platform — Django web app + CLI + MCP server for SciTeX (Scholar, Writer, FigRecipe, Clew). Git hosting, project sync, AI-native workflow.

Unified social media manager for Twitter/X, LinkedIn, Reddit, Slack, YouTube + GA4 — Python API, CLI, and MCP server.

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.

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

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