scitex-python: Umbrella package for SciTeX — reproducible science from raw data to manuscript

by ywatanabe1989 · MCP Server · ★ 85

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

Security audit verdict: SAFE · quality 69/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

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

Quick Facts

Stars85
Forks22
LanguagePython
CategoryMCP Server
LicenseAGPL-3.0
Quality Score69/100
Open Issues63
Last Updated2026-06-20
Created2025-06-13
Platformsmcp, python
Est. Tokens~22k

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

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 · ⭐ 86

    A Python toolkit — AI for Science

  • 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

  • Auto-Research-Skills by brycewang-stanford · ⭐ 237

    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

  • opik-mcp by comet-ml · ⭐ 225

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

  • cli-anything-zotero by PiaoyangGuohai1 · ⭐ 140

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

More MCP Server Tools

Explore other popular mcp server tools:

View all MCP Server tools →

Popular Python Agent Tools

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. 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:

View on GitHub → Browse MCP Server tools