Python toolkit for reproducible science — from raw data to manuscript. Includes 38 modules, 259 CLI commands, 186 MCP tools, and 486 skills.

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.

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.

Scientific paper search, metadata enrichment, PDF download, and BibTeX library management for the SciTeX ecosystem.

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

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

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.

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

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

Shared frontend UI components for the SciTeX ecosystem

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

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.

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

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

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

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.