{"repo":"scitex-ai/scitex-python","free":true,"listed":false,"github":"https://github.com/scitex-ai/scitex-python","clone":"git clone https://github.com/scitex-ai/scitex-python.git","description":"Umbrella package for SciTeX — reproducible science from raw data to manuscript","language":"Python","stars":85,"topics":["python","reproducibility","scientific-computing","academic-writing","automation","bibtex","data-visualization","generative-ai","latex","literature-review"],"license":"AGPL-3.0","category":"workflow-automation","readme_excerpt":"SciTeX ( scitex ) Python Library for Science. For AI and Human Researchers Docs · Quick Start · API · pip install scitex[all] --- This repository provides scitex , the orchestration layer of the SciTeX ecosystem — solving key problems in scientific research: Problem and Solution # Problem Solution --- --------- ---------- 1 Fragmented tools -- literature search, statistics, figures, and writing each require separate tools with incompatible formats Unified toolkit -- import scitex as stx provides 73 modules under one namespace, accessible via Python API, CLI, and MCP. These modules are standalone packages but loosely coupled through a plugin registry — each works on its own, yet composes into designed synergy (save a figure → auto-exports CSV + YAML recipe → hash-tracked by Clew → citeable in scitex-writer). 2 No verification -- existing tools address whether work could be reproduced, not whether it has been verified Cryptographic verification -- Clew builds SHA-256 hash-chain DAGs linking every manuscript claim back to source data 3 AI agents lack context -- general-purpose LLMs cannot operate across the full research lifecycle without domain-specific tools 323 MCP tools -- AI agents run statistics, create figures, search literature, and compile manuscripts through structured tool calls 4 No custom tooling -- every lab needs domain-specific tools, but building and sharing them requires deep infrastructure knowledge App Maker and Store -- researchers creat","default_branch":null,"files":null,"tree":[],"storefront":"/r/scitex-ai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/scitex-ai/scitex-python/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}