PulseGatePost-LLM software, agents & workflows market (since 2022)
Coverage
167,794

Apps indexed

 

Freshness
38 min ago

Last update

 

Cadence
1,470/day

7-day average

Indexed today: 715

PulseGate

Market catalog for public software products, models, infra, and workflow tools.

Software is shipping faster than ever, and a growing share of it lives outside the official app stores. PulseGate is a free public catalog — built for builders, analysts, and everyday users.

Platform

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

Support

  • Help Center
  • Submit a Project
  • Report an Issue

Company

  • About
  • Press & Data
  • Contact
  • Platform Status

Legal

  • Privacy
  • Terms
  • Disclaimer

© 2026 PulseGate. Operated by Dymaxio s.r.o., Prague, Czech Republic.·

All systems operational
PulseGate
AM
ambr
Visit ↗
  1. Home/
  2. Frameworks & SDKs/
  3. ambr
←Back to results
A

ambr

pypi.org·Infrastructure

ambr is an open-source Python package designed for agent-based modeling and simulation, leveraging efficient data structures for high-performance scientific computing. It is suitable for researchers and developers working on multi-agent systems and complex simulations. The package is distributed under the BSD-3-Clause license.

Open SourceBSD-3-Clause
CLI
A
Visit PyPI↗
⭐3
stars
✓6
features
📅2026
since

Overview

6 features

In the Frameworks & SDKs space, ambr takes a focused approach. It enables researchers and developers to efficiently build and run agent-based simulations for scientific computing. ambr is an open-source project aimed at scientific researchers and developers. The project is open source (BSD-3-Clause). The product ships for the command line.

It is developed by a11to1n3, and the product first shipped in 2026. The project is developed in the open on GitHub with 74 commits in the last 90 days. Across PulseGate's embedding index, ambr has few near neighbours, marking it as relatively distinct. Among its 6 catalogued features are agent-based modeling, efficient data structures, and multi-agent support.

  • ✓Agent-based modeling
  • ✓Efficient data structures
  • ✓Multi-agent support
  • ✓Simulation engine
  • ✓Python integration
  • ✓Open source license

Tags

agent-based-modelingsimulation-frameworkscientific-computingmulti-agent-systemspython-library

Built with & integrations

Runs on
CLI

Trust & compliance

LicenseBSD-3-Clause
Verified signals
✓ HTTPS✓ Open Source✓ Free tier✓ GitHub · ★ 3✓ Active maintenance

Recent events

Latest indexed changes and source events

  1. IndexedJul 11, 8:53 AM

    ambr discovered by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about ambr

What is ambr?
Ambr enables researchers and developers to efficiently build and run agent-based simulations for scientific computing. It is catalogued under Frameworks & SDKs on PulseGate.
Who should use ambr?
ambr is an open-source project built for scientific researchers and developers.
Does ambr have a free plan?
Yes — ambr is open source under the BSD-3-Clause license and free to use.
What platforms does ambr run on?
ambr runs on the command line.
Is ambr still active?
PulseGate's automated liveness checks currently classify ambr as active. The GitHub repository shows 74 commits in the last 90 days.
What tools are similar to ambr?
Similar tools tracked by PulseGate include abi-agent, bamengine, and superneuroabm.abi-agentbamenginesuperneuroabm
Who develops ambr?
ambr is developed by a11to1n3.
How long has ambr been around?
ambr first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes · ★ 3
License
BSD-3-Clause
First seen
Jul 11, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
scientific researchers and developers
Model
Open source
Solves
Enables researchers and developers to efficiently build and run agent-based simulations for scientific computing.

Developer

a11to1n3
Solo developer
↗ GitHub

Open source

View on GitHub →
⭐ Stars
3
🍴 Forks
0
Open issues
0
Last commit
2d ago
Commits 90d
74
Contributors
1
Authorship
Solo
Default branch
main
Latest release
v0.4.1 · 2d ago

PulseGate index

Confidence
Low · 64
Indexed
Jul 11, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
2d ago
Freshness
Unknown
Identity audit (9)
Entity ID
cmrg4oiqf04rl8o22q0661n0j
Slug
ambr-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 11, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 11, 2026
Canonical URL
https://pypi.org/project/ambr

Similar apps

Other apps tracked under the same category.

  • abi-agent
    pypi.org
  • bamengine
    pypi.org
  • superneuroabm
    github.com
  • Agent Matters
    github.com
  • agent-materials-science
    pypi.org
  • afd
    github.com