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isomer-labs

PyPI·Infrastructure

isomer-labs is an open-source command-line research workbench for running and inspecting multi-agent research topics. It provides tools for managing experiments and analyzing results, aimed at AI researchers and developers working in multi-agent systems. The project is distributed under an open-source license.

Open SourceMIT
CLI
I
Visit PyPI↗

Overview

5 features

isomer-labs sits in PulseGate's Data science & ML workbench category. It focuses on facilitating the setup and inspection of multi-agent research experiments from the command line. It is built as an open-source project for AI researchers and developers. isomer-labs is open source under the MIT license. It runs on the command line.

CodeGandee builds and maintains isomer-labs, and the product first shipped in 2026. Development happens publicly on GitHub with 274 commits in the last 90 days. Key capabilities include multi-agent research, experiment management, and CLI interface.

  • ✓Multi-agent research
  • ✓Experiment management
  • ✓CLI interface
  • ✓Open source
  • ✓Research tools

Tags

multi-agent-systemsresearch-workbenchexperiment-management

Built with & integrations

Framework
fastapi
Runs on
CLI

Trust & compliance

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

Recent events

Latest indexed changes and source events

  1. IndexedJul 17, 3:41 AM

    isomer-labs verified by the PulseGate indexer

    Source: PulseGate indexerOpen ↗

Frequently asked questions about isomer-labs

What does isomer-labs do?
Isomer-labs focuses on facilitating the setup and inspection of multi-agent research experiments from the command line. It is catalogued under Data science & ML workbench on PulseGate.
Who is isomer-labs for?
isomer-labs is an open-source project built for AI researchers and developers.
Is isomer-labs free?
Yes — isomer-labs is open source under the MIT license and free to use.
What platforms does isomer-labs run on?
isomer-labs runs on the command line.
Is isomer-labs still maintained?
PulseGate's liveness checks currently classify isomer-labs as active. The GitHub repository shows 274 commits in the last 90 days.
What are alternatives to isomer-labs?
Similar tools tracked by PulseGate include leanlab, sib-agent, and cli-collective.leanlabsib-agentcli-collective
Who makes isomer-labs?
isomer-labs is developed by CodeGandee.
When did isomer-labs launch?
isomer-labs first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
Jul 17, 2026
Activity
🟢 Active
Status
🟢 Active
Built for
AI researchers and developers
Model
Open source
Solves
Facilitating the setup and inspection of multi-agent research experiments from the command line.

Developer

CodeGandee
Small team
↗ GitHub

Open source

View on GitHub →
⭐ Stars
0
🍴 Forks
0
Open issues
5
Last commit
5d ago
Commits 90d
274
Contributors
2
Authorship
Small team
Default branch
main
Latest release
v0.4.0 · 5d ago

Live coverage

Confidence
Low · 64
Indexed
Jul 17, 2026
Lifecycle
Alive
Activity
Active
First seen
Jul 2026
Last seen
5d ago
Identity audit (9)
Entity ID
cmroe5x6b09ofv6ggyu5m3msl
Slug
isomer-labs-pypi-org
Verification state
Indexed for public listing
Claim / listing state
Unclaimed · listed: yes
Index status
Included in index
Latest evidence snapshot
Jul 17, 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Last updated
Jul 17, 2026
Canonical URL
https://pypi.org/project/isomer-labs

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  • litebench
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