PulseGateLive intelligence on AI-era software
Coverage
177,709

Software tracked

 

Freshness
33 min ago

Last update

 

Cadence
508/day

7-day average

Indexed today: 802

PulseGate

Live intelligence on the software shipping in the AI era — apps, models, agents, and infra.

Software is shipping faster than ever, and a growing share of it lives outside the official app stores. PulseGate tracks it live — free, for builders, analysts, and everyone keeping up.

Follow
GitHubX (Twitter)LinkedIn

Platform

  • All Apps
  • Full Index
  • Categories
  • Industry Updates
  • Data Sources
  • Coverage Rules
  • Glossary
  • Embed Widget

Support

  • Help Center
  • Suggest a URL
  • Report an Issue

Company

  • About
  • Dimaxia
  • Press & Data
  • Contact
  • Platform Status

Legal

  • Privacy
  • Terms
  • Disclaimer

© 2026 PulseGate. Operated by Dimaxia, a brand of Dymaxio s.r.o., Prague, Czech Republic.·

All systems operational
PulseGate
MO
molgroups
Visit ↗
  1. Home/
  2. AI & ML/
  3. molgroups
←Back to results
M

molgroups

PyPI·Infrastructure

molgroups is a Python library for molecular modeling specifically designed for scattering data analysis. It helps researchers build and refine models of molecular structures used in neutron or X-ray scattering experiments. The package is available on PyPI, licensed under MIT, and maintained by the reflectometry community on GitHub.

Open SourceMIT
CLI
M
Visit PyPI↗
🍴1
fork
✓2
features
📅2021
since

Overview

2 features

molgroups sits in PulseGate's AI & ML category. It focuses on analyzing scattering data through molecular modeling without specialized commercial software. molgroups is an open-source project aimed at scientists. The project is open source (MIT). molgroups is available on the command line.

Behind molgroups is reflectometry, and the product first shipped in 2021. The project is developed in the open on GitHub with 5 commits in the last 90 days.

  • ✓Molecular Modeling
  • ✓Scattering Analysis

Tags

molecular-modelingscattering-datareflectometry

Built with & integrations

Runs on
CLI

Trust & compliance

LicenseMIT
Verified signals
✓ HTTPS✓ Open Source✓ GitHub✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJul 24, 6:52 PM

    molgroups verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about molgroups

What is molgroups?
Molgroups focuses on analyzing scattering data through molecular modeling without specialized commercial software. It is catalogued under AI & ML on PulseGate.
Who should use molgroups?
molgroups is an open-source project built for scientists.
Does molgroups have a free plan?
Yes — molgroups is open source under the MIT license and free to use.
What platforms does molgroups run on?
molgroups runs on the command line.
Is molgroups still active?
PulseGate's liveness checks currently classify molgroups as active. The GitHub repository shows 5 commits in the last 90 days.
What tools are similar to molgroups?
Similar tools tracked by PulseGate include molgrep, moled, and molcat.molgrepmoledmolcat
Who develops molgroups?
molgroups is developed by reflectometry.
How long has molgroups been around?
molgroups first shipped in 2021.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
Jul 24, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
scientists
Model
Open source
Solves
Analyzing scattering data through molecular modeling without specialized commercial software.

Developer

reflectometry
Team
↗ GitHub

Open source

View on GitHub →
⭐ Stars
0
🍴 Forks
1
Open issues
3
Last commit
today
Commits 90d
5
Contributors
8
Authorship
Team
Default branch
main

Live coverage

Confidence
Low · 64
Indexed
Jul 24, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
today
Identity audit (10)
Entity ID
cmrzarsoc04ybnnrmqcznndkf
Slug
molgroups-pypi-org
Lifecycle last checked
Jul 24, 2026
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 24, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 24, 2026
Canonical URL
https://pypi.org/project/molgroups

Similar apps

Other apps tracked under the same category.

  • molgrep
    github.com
  • moled
    github.com
  • molcat
    github.com
  • cgsmiles
    pypi.org
  • gromacs-mcp
    pypi.org
  • spectroml
    pypi.org