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SciWorld

PyPI·Infrastructure

SciWorld is an open-source framework that transforms published scientific papers into dynamic research environments where AI agents can interact, run experiments, and perform research tasks. It aims to improve reproducibility and benchmarking for LLM-based agents in scientific domains. The package provides tools to parse papers and generate executable environments suitable for autonomous agent evaluation.

Open SourceMITCLIAPISelf-hosted
Visit PyPI↗

Overview

4 features

SciWorld sits in PulseGate's AI & ML category. It focuses on converting static academic papers into interactive, reproducible environments that AI agents can actively explore and experiment within. SciWorld is an open-source project aimed at ai researchers. The project is open source (MIT). It runs on the command line and API, and it can be self-hosted.

TaiMingLu builds and maintains SciWorld, and it first shipped in 2026. Development happens publicly on GitHub with 8 commits in the last 90 days. Key capabilities include Research Environments, Paper Parsing, and Agent Benchmarking.

Summary written by a language model from the project’s public pages.

  • ✓Research Environments
  • ✓Paper Parsing
  • ✓Agent Benchmarking
  • ✓Reproducibility Tools
Tags
ai-researchpaper-to-environmentagent-benchmarkscientific-reproducibility
AI capabilities
Text
Inference: Local

Built with & integrations

Runs on
CLIAPI-onlySelf-hosted

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source✓Free tier✓GitHub✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed24 Jul · 04:03 UTC
    sciworld verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about SciWorld

What does SciWorld do?
SciWorld focuses on converting static academic papers into interactive, reproducible environments that AI agents can actively explore and experiment within. It is catalogued under AI & ML on PulseGate.
Who should use SciWorld?
SciWorld is an open-source project built for ai researchers.
Is SciWorld free?
Yes — SciWorld is open source under the MIT license and free to use.
What platforms does SciWorld run on?
SciWorld runs on the command line and API. It can also be self-hosted.
Is SciWorld still active?
The GitHub repository shows 8 commits in the last 90 days.
What projects are similar to SciWorld?
Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprisechi-aiAI DocuChat
Who develops SciWorld?
SciWorld is developed by TaiMingLu.
How long has SciWorld been around?
SciWorld first shipped in 2026.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
24 Jul 2026
Built for
ai researchers
Model
Open source
Solves
Converting static academic papers into interactive, reproducible environments that AI agents can actively explore and experiment within.

Registered as

GitHub
TaiMingLu/sciworld
PyPI
sciworld

Developer

TaiMingLu
Small team
↗ GitHub

Open source

View on GitHub →
Stars
0
Forks
0
Open issues
0
Last commit
24 Jul 2026
Commits 90d
8
Contributors
2
Authorship
Small team
Default branch
main

Live coverage

Identity confidence
Low · 64
Indexed
24 Jul 2026
Lifecycle
Alive
First seen
Jul 2026
Last seen
24 Jul 2026
Identity audit (13)
Slug
sciworld-pypi-org
Lifecycle state recorded
24 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
24 Jul 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
5 Aug 2026
Canonical URL
https://pypi.org/project/sciworld

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