MCP Observatory
2m ago Tracked 26,753 Last 2m ago 24h 1,618
github Python analyzed 8beff1e

scitex-ai/scitex-dataset

github

Multi-domain scientific dataset fetcher (neuroscience, biology, medical)

maintainer
scitex-ai
license
AGPL-3.0
first seen
2026-07-11
last seen
2026-07-21
releases · 30d
1
short id

Drift inferred · capture-to-capture

No drift recorded — single capability capture; advisories appear once its surface changes.

capabilities 24 tools
transport stdio counts 24 tools · 0 res · 0 prompts permission surface via code analysis

tools

  • biomysterybench_standardize
  • bixbench_standardize
  • chembl_fetch
  • clinicaltrials_fetch
  • corebench_standardize
  • dandi_fetch
  • db_build
  • db_search
  • db_show_stats
  • figshare_fetch
  • filter_results
  • geo_fetch
  • huggingface_download_file
  • huggingface_fetch
  • huggingface_info
  • huggingface_search
  • list_sources
  • moleculenet_fetch
  • openml_fetch
  • openneuro_fetch
  • physionet_fetch
  • skills_get
  • skills_list
  • zenodo_fetch
skills & danger signals github-tarball
prompt-surface shipped agent-instruction files + hidden-content / dangerous-code findings — quoted from the analyzed source

analyzed commit 8beff1e · analyzer v28 · 1d ago

skills & prompt files 1

code evidence vv0.7.1 · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 112

filesystem 17

  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_cli/_db.py :10 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_cli/_factory.py :18 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_cli/_groups.py :22 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_cli/_skills.py :15 import shutil
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_config.py :25 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_ai_for_science.py :35 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_skills.py :8 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/server.py :18 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/ai_for_science/_base.py :54 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/ai_for_science/_manifest.py :38 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/ai_for_science/_standardize.py :50 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/ai_for_science/biomysterybench.py :35 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/ai_for_science/bixbench.py :34 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/ai_for_science/corebench.py :46 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/database.py :20 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/general/huggingface.py :30 from pathlib import Path
  • fs scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/neuroscience/gin.py :40 import shutil

shell / exec 1

  • shell scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/neuroscience/gin.py :41 import subprocess

network 11

  • net scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/ai_for_science/corebench.py :44 import urllib.request
  • net scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/biology/geo.py :23 import httpx as _httpx
  • net scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/general/figshare.py :15 import httpx
  • net scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/general/openml.py :15 import httpx
  • net scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/general/zenodo.py :19 import httpx
  • net scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/medical/clinicaltrials.py :24 import httpx as _httpx
  • net scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/neuroscience/dandi.py :24 import httpx as _httpx
  • net scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/neuroscience/gin.py :42 import urllib.parse
  • net scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/neuroscience/openneuro.py :19 import httpx as _httpx # noqa: N812
  • net scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/neuroscience/physionet.py :24 import httpx as _httpx
  • net scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/pharmacology/chembl.py :23 import httpx as _httpx

secrets 1

  • secrets scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/general/huggingface.py :78 return os.environ["HF_TOKEN"]

database 1

  • db scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/database.py :18 import sqlite3

tool registrations 24

  • corebench_standardize scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_ai_for_science.py :28
  • bixbench_standardize scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_ai_for_science.py :50
  • biomysterybench_standardize scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_ai_for_science.py :72
  • db_build scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_db.py :13
  • db_search scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_db.py :30
  • db_show_stats scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_db.py :57
  • openneuro_fetch scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_fetch.py :13
  • dandi_fetch scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_fetch.py :27
  • physionet_fetch scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_fetch.py :37
  • zenodo_fetch scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_fetch.py :47
  • figshare_fetch scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_fetch.py :61
  • openml_fetch scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_fetch.py :75
  • moleculenet_fetch scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_fetch.py :85
  • geo_fetch scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_fetch.py :95
  • chembl_fetch scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_fetch.py :105
  • clinicaltrials_fetch scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_fetch.py :115
  • huggingface_fetch scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_hf.py :13
  • huggingface_search scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_hf.py :33
  • huggingface_info scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_hf.py :43
  • huggingface_download_file scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_hf.py :53
  • filter_results scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_search.py :17
  • list_sources scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_search.py :46
  • skills_list scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_skills.py :16
  • skills_get scitex-ai-scitex-dataset-8beff1e/src/scitex_dataset/_mcp/_tools/_skills.py :36

declared dependencies 16

  • fastmcp@>=2.0.0
  • httpx@>=0.24.0
  • click@>=8.0.0
  • scitex-dev@>=0.11.7
  • scitex-config@>=0.3.0
  • huggingface-hub@>=0.20.0
  • pre-commit@>=3.5.0
  • pytest-cov@>=4.0.0
  • pytest@>=7.0.0
  • ruff@>=0.1.0
  • sphinx@>=7.0
  • sphinx-rtd-theme@>=2.0
  • myst-parser@>=2.0
  • sphinx-copybutton@>=0.5
  • sphinx-autodoc-typehints@>=1.25
  • sphinx-click@>=5.0