Who is glassjellyfish for?

glassjellyfish is an open-source project built for developers.

Does glassjellyfish have a free plan?

Yes — glassjellyfish is open source under the MIT license and free to use.

What platforms does glassjellyfish run on?

glassjellyfish runs on the command line and API.

Is glassjellyfish still maintained?

The GitHub repository shows 1 commit in the last 90 days.

What projects are similar to glassjellyfish?

Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.

Who develops glassjellyfish?

glassjellyfish is developed by overandor.

How long has glassjellyfish been around?

glassjellyfish first shipped in 2026.

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glassjellyfish

Name: glassjellyfish
Author: overandor

PyPIInfrastructure

glassjellyfish is an open-source Python package that serves as a bioluminescent UI/UX studio and LLM vision business builder. It offers 6-window agent observability along with token accounting balance sheets to help developers monitor and manage LLM agent workflows. The package is designed for building, observing, and optimizing AI business applications with integrated vision capabilities.

Open SourceMITCLIAPI

Visit PyPI

Overview

5 features

glassjellyfish is an AI & ML project. It focuses on building and observing LLM-powered business agents with integrated vision, multi-window observability, and token cost accounting. It is built as an open-source project for developers. glassjellyfish is open source under the MIT license. glassjellyfish is available on the command line and API.

It is developed by overandor, and it first shipped in 2026. The project is developed in the open on GitHub with 1 commit in the last 90 days. Among its 5 catalogued features are Agent Observability, Token Accounting, and LLM Vision.

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

Agent Observability
Token Accounting
LLM Vision
Multi-Window UI
Balance Sheets

Built with & integrations

Framework

FastAPI

Runs on

CLIAPI-only

Trust & compliance

License

MIT

Verified signals

HTTPSOpen Source GitHubActive maintenance

Indexing history

What PulseGate has recorded for this listing

Indexed23 Jul · 10:03 UTC
glassjellyfish verified against its public source
Source: PulseGate · Open

Frequently asked questions about glassjellyfish

What does glassjellyfish do?: Glassjellyfish focuses on building and observing LLM-powered business agents with integrated vision, multi-window observability, and token cost accounting. It is catalogued under AI & ML on PulseGate.
Who is glassjellyfish for?: glassjellyfish is an open-source project built for developers.
Does glassjellyfish have a free plan?: Yes — glassjellyfish is open source under the MIT license and free to use.
What platforms does glassjellyfish run on?: glassjellyfish runs on the command line and API.
Is glassjellyfish still maintained?: The GitHub repository shows 1 commit in the last 90 days.
What projects are similar to glassjellyfish?: Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprise chi-ai AI DocuChat
Who develops glassjellyfish?: glassjellyfish is developed by overandor.
How long has glassjellyfish been around?: glassjellyfish first shipped in 2026.

At a glance

Platforms: Cli
Languages: English
Open source: Yes (GitHub)
License: MIT
First seen: 23 Jul 2026
Built for: developers
Model: Open source
Solves: Building and observing LLM-powered business agents with integrated vision, multi-window observability, and token cost accounting.

Registered as

GitHub: overandor/glassjellyfish
PyPI: glassjellyfish

Developer

overandor

Solo developer

GitHub

Open source

View on GitHub

Stars: 0
Forks: 0
Open issues: 0
Last commit: 23 Jul 2026
Commits 90d: 1
Contributors: 1
Authorship: Solo
Default branch: main

Index record

Identity confidence: Low · 64
Indexed: 23 Jul 2026
Lifecycle: Alive
First seen: Jul 2026
Last seen: 23 Jul 2026

Identity audit (12)

Slug: glassjellyfish-pypi-org
Lifecycle state recorded: 23 Jul 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 23 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.
Canonical URL: https://pypi.org/project/glassjellyfish

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