Multi-Agent Device Orchestration Console

Productivity

A web console for orchestrating several AI agents and running tasks across devices; runs on your own machine with Docker Compose, bound to 127.0.0.1. Derived from a frozen snapshot of an MIT-licensed open-source project.

Subscribe & download See how to start

SubscriptionUS$49 per month

Last run2026-11-12

In practice

Readiness3 / 5

What you need

Few changes needed3 / 5

Who it is for

Developers and small teams who want to manage several AI agents and device tasks from a web UI on their own machine.

How to start

$ sh scripts/quickstart/init-env.sh
$ docker compose up -d --build

Browse the files

Files in the product repository at the pinned commit. A few house files are left out of the zip.

File overview941 paths

▸aip25

__init__.py
endpoints/
extensions/
messages.py
protocol/
resilience/
transport/

▸assets21

comparison.png
dataflow/
demo_preview.png
framework.png
framework2.png
framework_v2.png
gui_agent.png
logo3.png
orchestrator.png
overview_n.png
…

▸config12

__init__.py
config_loader.py
config_schemas.py
galaxy/
ufo/

▸dataflow53

.gitignore
README.md
__main__.py
config/
data_flow_controller.py
dataflow.py
env/
execution/
instantiation/
prompter/
…

▸documents264

docs/
mkdocs.yml

▸galaxy148

README.md
README_ZH.md
__init__.py
__main__.py
agents/
client/
constellation/
core/
galaxy.py
galaxy_client.py
…

▸learner11

README.md
__init__.py
__main__.py
basic.py
doc_example/
indexer.py
json_loader.py
learner.py
utils.py
xml_loader.py

▸model_worker2

README.md
custom_worker.py

▸record_processor9

README.md
__init__.py
__main__.py
example/
parser/
record_processor.py
summarizer/
utils/

▸scripts1

quickstart/

▸tests200

BUG_REPORT_REAL_SESSION_TEST.md
README.md
README_log_collection_test.md
__init__.py
aip/
bug_summary_report.py
clients/
config/
confirm_old_handlers_restored.py
debug_observer_output.py
…

▸ufo173

README.md
README_UFO_V1.md
README_ZH.md
__init__.py
__main__.py
agents/
automator/
client/
config/
experience/
…

▸vectordb3

demonstration/
docs/

▫ATTRIBUTION.md

▫CODE_OF_CONDUCT.md

▫CONTRIBUTING.md

▫DISCLAIMER.md

▫Dockerfile

▫LICENSE

▫PRODUCT.md

▫QUICKSTART.md

▫README.md

▫README_ZH.md

▫SECURITY.md

▫SECURITY.upstream.md

▫delivery-manifest.txt

▫docker-compose.yml

▫requirements.txt

▫Config and hidden files 4

Latest passing run

Clone → Checkout → Toolchain → Run console

Pre-purchase Disclosure

What you are buying

A web console for orchestrating several AI agents and running tasks across devices: brought up with Docker Compose on your own machine, with your own model and device settings.

Derived from an open-source project under the MIT licence, and not the original project itself.

Delivery is a frozen snapshot: one zip, taken from the product repository at revision afc5f1e.

Known limitations

The service speaks plain HTTP and is bound to the local machine only (port 18000); TLS and a reverse proxy are yours to bring for any wider access
To run tasks you need your own model and device settings; the page itself opens without them
The first build needs internet access to download Python and Node dependencies
Pinned to the delivered snapshot; it does not follow upstream.

The liability cap, the scope of what is promised and the statutory floor are governed by the Terms of Service.

Vetting record

Everything below was checked against the pinned commit eae3c0a. Every verdict carries its full reasoning, an evidence link and the checker; failures are published, not hidden — do not take our word for it, verify it yourself.

2 PASS3 WARN0 FAIL

Source ReviewWARN

Read: docker-compose.yml, Dockerfile, .env.example, QUICKSTART.md and scripts/quickstart/init-env.sh. The upstream Python and frontend source was not read file by file.

Script SafetyPASS

The Dockerfile, compose file and init-env.sh were read; base images are pinned by digest and no download-and-pipe-to-shell pattern was seen there. Upstream scripts and other files were not read.

RecencyWARN

This is a frozen snapshot that does not follow upstream. The date of the pinned upstream commit was not checked.

LicensePASS

SPDX:MIT

The LICENSE file in the repository is the MIT text. The upstream copy was not compared against it.

Dependency LicensesWARN

Dependencies are declared in requirements.txt and the frontend package files and fetched at build time. They were not scanned for licenses.