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mlmm-toolkit
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M

mlmm-toolkit

github.com·Infrastructure

mlmm - ML/MM toolkit for enzyme reaction analysis

Open SourceGPL-3.0
WebCLISelf-hosted
M
mlmm-toolkit preview
Visit github.com↗
⭐17
stars
🍴5
forks
✓5
features
📅2025
since

Overview

5 features

mlmm-toolkit sits in PulseGate's Data science & ML workbench category. It focuses on facilitating ML/MM and QM/MM enzyme reaction analysis for computational chemistry research. mlmm-toolkit is an open-source project aimed at computational chemists. The project is open source (GPL-3.0). It runs on the web and the command line, and it can be self-hosted.

Behind mlmm-toolkit is t-0hmura, and the product first shipped in 2025. The project is developed in the open on GitHub with 17 stars and 168 commits in the last 90 days. Across PulseGate's embedding index, mlmm-toolkit has few near neighbours, marking it as relatively distinct. Among its 5 catalogued features are enzyme reaction analysis, ML/MM support, and QM/MM integration.

  • ✓Enzyme reaction analysis
  • ✓ML/MM support
  • ✓QM/MM integration
  • ✓Transition state analysis
  • ✓Computational chemistry tools

Tags

enzyme-reactionml-mmqm-mmcomputational-chemistrytransition-state

AI capabilities

Weights: Open

Built with & integrations

Runs on
BrowserCLISelf-hosted

Trust & compliance

LicenseGPL-3.0
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub · ★ 17✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJun 16, 5:46 AM

    pypi.org discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about mlmm-toolkit

What is mlmm-toolkit?
Mlmm-toolkit focuses on facilitating ML/MM and QM/MM enzyme reaction analysis for computational chemistry research. It is catalogued under Data science & ML workbench on PulseGate.
Who should use mlmm-toolkit?
mlmm-toolkit is an open-source project built for computational chemists.
Does mlmm-toolkit have a free plan?
Yes — mlmm-toolkit is open source under the GPL-3.0 license and free to use.
What platforms does mlmm-toolkit run on?
mlmm-toolkit runs on the web and the command line. It can also be self-hosted.
Is mlmm-toolkit still active?
PulseGate's automated liveness checks currently classify mlmm-toolkit as active. The GitHub repository shows 168 commits in the last 90 days.
What tools are similar to mlmm-toolkit?
Similar tools tracked by PulseGate include mlipaudit, pmc-toolkit, and LMtoolbox.mlipauditpmc-toolkitLMtoolbox
Who develops mlmm-toolkit?
mlmm-toolkit is developed by t-0hmura.
How long has mlmm-toolkit been around?
mlmm-toolkit first shipped in 2025.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 17
License
GPL-3.0
First seen
Nov 11, 2025
Activity
🟢 Active
Status
🟢 Active
Built for
computational chemists
Model
Open source
Solves
Facilitating ML/MM and QM/MM enzyme reaction analysis for computational chemistry research.

Developer

t-0hmura
Small team
↗ GitHub

Open source

View on GitHub →
⭐ Stars
17
🍴 Forks
5
Open issues
0
Last commit
4w ago
Commits 90d
168
Contributors
4
Authorship
Small team
Default branch
main
Latest release
v0.2.8 · 3mo ago

PulseGate index

Confidence
Medium · 77
Indexed
Jun 16, 2026
Lifecycle
Alive
Activity
Active
First seen
Nov 2025
Last seen
4w ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmqg80og6073g9whx1z6s7auo
Slug
mlmm-toolkit-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jun 16, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 5, 2026
Canonical URL
https://github.com/t-0hmura/mlmm_toolkit

Similar apps

Other apps tracked under the same category.

  • mlipaudit
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  • pmc-toolkit
    github.com
  • LMtoolbox
    pypi.org
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    github.com
  • llmtee
    github.com
  • mil-kit
    github.com