scitex-python — security grade SAFE, quality 69/100

Security audit verdict: SAFE · quality 69/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by ywatanabe1989 · MCP Server · ★ 85

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

🔒 Is scitex-python safe to install? View the security audit →

About scitex-python

SciTeX (scitex) Python Library for Science. For AI and Human Researchers Docs · Quick Start · API · pip install scitex[all] This repository provides , the orchestration layer of the SciTeX ecosystem — solving key problems in scientific research: Problem and Solution Proble

academic-writingai-researchautomationbibtexdata-visualizationgenerative-ailatexliterature-reviewmachine-learningmatplotlib

Quick Facts

Stars85
Forks22
LanguagePython
CategoryMCP Server
LicenseAGPL-3.0
Quality Score68.5805888235083/100
Open Issues63
Last Updated2026-06-20
Created2025-06-13
Platformsmcp, python
Est. Tokens~22k

Compatible Skills

These tools work well together with scitex-python for enhanced workflows:

  • SciAgent-Skills — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • academic-paper-skills — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • claude-research — semantic(0.18)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • af-deep-research — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)

scitex-python alternative? Top 6 similar tools

Looking for a scitex-python alternative? If you're comparing scitex-python with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • scitex-python by scitex-ai · ⭐ 85

    Umbrella package for SciTeX — reproducible science from raw data to manuscript

  • mcp-gateway by lasso-security · ⭐ 388

    A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade ag

  • mcp-trader by wshobson · ⭐ 273

    A Model Context Protocol (MCP) server for stock traders

  • opik-mcp by comet-ml · ⭐ 221

    Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built

  • Auto-Research-Skills by brycewang-stanford · ⭐ 167

    A curated hub of autonomous-research skills & agents — from idea to paper, on autopilot. | 自主科研技能与智能体精选库 —— 从灵

  • cli-anything-zotero by PiaoyangGuohai1 · ⭐ 122

    CLI server for Zotero 7/8/9 — let AI manage your library. 70+ CLI commands for search, import, PDF, BibTeX, no

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Frequently Asked Questions

What is scitex-python?

scitex-python is Umbrella package for SciTeX — reproducible science from raw data to manuscript. It is categorized as a MCP Server with 85 GitHub stars.

What programming language is scitex-python written in?

scitex-python is primarily written in Python. It covers topics such as academic-writing, ai-research, automation.

How do I install or use scitex-python?

You can find installation instructions and usage details in the scitex-python GitHub repository at github.com/ywatanabe1989/scitex-python. The project has 85 stars and 22 forks, indicating an active community.

What license does scitex-python use?

scitex-python is released under the AGPL-3.0 license, making it free to use and modify according to the license terms.

What are the best alternatives to scitex-python?

The top alternatives to scitex-python on Agent Skills Hub include scitex-python, mcp-gateway, mcp-trader. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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