---

Boot the whole Community Edition locally with one command (Docker required):

npx --yes @agentsdanceai/dsh-cloud start

Put your model upstream key into ./dsh-cloud/.env (UPSTREAM_API_KEY=), run the same command again, and open http://localhost:8787. No Node? uvx dsh-cloud start does the same from PyPI. Details: Quick start.

Choose your path

Use AI Store Hosted

AI Store Hosted is the managed subscription service: no server installation, with model access, workspace capacity, upgrades, monitoring, backups, and account support. Current plans are paid once for the selected monthly or annual term and do not renew automatically.

New accounts start with 500 free credits, and the hosted gateway serves 20 models with no upstream key of your own.

Start on AI Store Hosted · Individual plans · Team plans

Run the workspaces on your own machine

Keep the hosted account, gateway and billing—move the containers to your own 5090 box or Mac. A workspace that runs on your hardware costs you no machine hours; model calls still go through the hosted gateway and are still billed in credits.

python3 scripts/local/aistore-local.py login      # authorise this machine once
python3 scripts/local/aistore-local.py run codex  # pull, start, open localhost:8080

Our servers never dial into your machine. No tunnel, no public IP, no inbound port. The runner authorises with a revocable device token (the same RFC 8628 flow the desktop client uses); the agent inside the container calls aistore.best/llm/* with it, so usage lands on your account exactly as it does in the cloud.

Not every slot runs locally yet: aistore-local.py list prints the ones that do. Multi-container stacks (Dify, Coze, Hermes) still need the hosted side, and the two digital-human slots are hosted-only because they drive our GPU nodes.

Two things worth knowing before you start:

• The workspace images are linux/amd64 only. An x86 box (the 5090 case) runs them natively; Apple Silicon runs them under emulation—it works, it is just noticeably slower. The runner says so rather than letting you guess.
• Some images are still private on ghcr. agentui, comfy-local, codecli-local, od-local, autogen-studio, dsh-local, coze-assets and cloudcli-local are public; pi-web-ui, langchain-agent, agent-frameworks and openmausbot are not, so those slots cannot be pulled from outside the org yet.

Self-host Community Edition

Run the source-available Community Edition with your own domain, database, identity providers, model upstream, storage, and operational controls. Docker Compose is the canonical persistent path; Docker, npm/npx, and uv/uvx use the same versioned stack contract.

Self-hosting guide · Configuration template · Security checklist

Develop and contribute

The public repository includes the FastAPI service, web console, gateway, deployment definitions, desktop overlay, mobile shells, tests, and release contracts.

Development setup · Contributing · Architecture · Changelog

What is included

Capability	Community behavior
Account access	Email/password and email-code paths, optional Google/GitHub OAuth, revocable browser/device/API credentials
Model gateway	OpenAI-compatible chat/models and an Anthropic-compatible messages surface; operator upstream key remains server-side
Usage and plans	Model catalog, server-side pricing, credit ledger, rate/concurrency gates, usage records, and optional entitlements
Teams	Membership, roles, seats, pooled allowances, and per-member attribution
Payments	Optional provider adapters with server-authoritative products and authenticated, idempotent webhook handling
Web console	Account, plan, order, team, administration, legal, and download surfaces
Desktop and mobile	Device authorization plus desktop overlay and mobile shell integration contracts
Workspaces	Optional browser-accessible agent runtime; disabled by default and subject to the isolation warning below
Operations	Docker/Compose definitions, readiness/liveness/version endpoints, persistent data, release metadata, and upgrade guidance

Self-hosters remain responsible for infrastructure, provider agreements, model costs, TLS, identity/email delivery, payment configuration, data protection, backups, monitoring, and applicable law.

20 models, one gateway

Provider	Models
DeepSeek	DeepSeek-V4-Flash · DeepSeek-V4-Pro
Google	Gemini-3.6-Flash
Xiaomi	MiMo-V2-Omni
MiniMax	MiniMax-M2.7 · MiniMax-M3
Alibaba	Qwen3-Omni-30B-A3B · Qwen3-VL-32B · Qwen3.8-Max
Moonshot	Kimi-K2.7-Code · Kimi-K3
Zhipu	GLM-5.2
ByteDance	Doubao-Seed-2.0-Pro
OpenAI	GPT-5.6-Luna · GPT-5.6-Terra · GPT-5.6-Sol
xAI	Grok-4.5
Anthropic	Claude-Sonnet-5 · Claude-Opus-5 · Claude-Fable-5

New accounts start with 500 free credits — every model above works out of the box. No card, no API keys, no per-provider signups. Try them on AI Store Hosted, or pipe them into a stock DeepSeek Harness install with one command:

npx --yes dsh-plugin-cloud setup

The gateway serves the live catalog, so this table is contract-tested against server/config/models.json.

Knowledge bases, same gateway

The gateway also speaks POST /v1/embeddings — the OpenAI surface Coze, Dify and RAGFlow expect for their knowledge bases. Vectors are billed on input tokens only, out of the same credit balance as chat.

Embedding model	Dimensions
Qwen3-Embedding-0.6B	1024
Qwen3-Embedding-4B	2560
Qwen3-Embedding-8B	4096
BGE-M3	1024
Text-Embedding-3-Small	1536
Text-Embedding-3-Large	3072

Quick start

All commands below pin release 0.3.0; pin exact versions in automation.

One command — npm/npx

One-shot:

npx --yes @agentsdanceai/dsh-cloud@0.3.0 start --mode trial --wait

Installed:

npm install --global @agentsdanceai/dsh-cloud@0.3.0
dsh-cloud start --mode trial --wait

This asks nothing. It writes ./dsh-cloud/.env, starts the stack, and prints where to sign in — the site is up in about a minute. Desktop downloads and the cloud workspace point at the hosted service, so a trial deployment needs no model key of its own.

To run models on this machine instead, put your OpenAI-compatible endpoint and key into UPSTREAM_API_KEY in that .env and run the same command again. --mode selfhost is the one that asks questions: a public deployment cannot register its first account without SMTP or OAuth, so the CLI collects that before it will start.

One command — uv/uvx

One-shot:

uvx dsh-cloud==0.3.0 start --mode trial --wait

Installed:

uv tool install dsh-cloud==0.3.0
dsh-cloud start --mode trial --wait

For explicit lifecycle control, both CLIs also provide init, doctor, and up. Pin immutable versions in automation and review generated configuration before starting it.

From source — Docker Compose

git clone https://github.com/AgentsDanceAI/deepseek-harness-cloud.git && cd deepseek-harness-cloud
bash scripts/quickstart.sh --domain localhost --admin-email you@example.com

The script writes deploy/selfhost/.env with a generated AUTH_SECRET, asks for your model upstream, starts the stack, and waits for readiness — then open http://localhost:8787. Development mode prints sign-in codes to server logs; never use it on a public network. Manual Compose steps: docs/deploy.md.

Single container — prebuilt image

(umask 077; mkdir -p .dsh-cloud; printf 'AUTH_SECRET=%s\nDHC_DEV=1\nPUBLIC_BASE=http://127.0.0.1:8081\n' "$(openssl rand -hex 32)" > .dsh-cloud/docker.env)
docker run --rm --name dsh-cloud --env-file .dsh-cloud/docker.env --publish 127.0.0.1:8081:8100 --mount type=volume,src=dsh-cloud-data,dst=/app/data ghcr.io/agentsdanceai/dsh-cloud-server:0.3.0

Check http://127.0.0.1:8081/readyz, then add your upstream key to .dsh-cloud/docker.env before model calls. No TLS in this mode — keep the loopback bind. Building the image from source: docs/deploy.md.

The full deployment guide covers configuration, the versioned GHCR path, backups, upgrades, rollback, scaling, and troubleshooting: docs/deploy.md.

Architecture at a glance

browser / desktop / mobile
          |
          | HTTPS + session/device credential
          v
  TLS edge / reverse proxy
          |
          v
  AI Store FastAPI service --------> operator-selected model/search upstream
   | accounts, teams, plans            server-side provider credential
   | model gateway and metering
   | web console and payments
   |
   +---- SQLite or PostgreSQL
   |
   +---- optional workspace backend -> agent runtime container

The gateway authenticates and authorizes the caller, validates a configured model ID, replaces the client credential with the operator's upstream credential, streams the response, and records normalized usage. See the architecture document for flows and trust boundaries.

Security posture

Workspaces execute user-controlled code. They are off by default. A container and Docker socket proxy are not automatically a hostile multi-tenant security boundary; public operators must review image trust, Docker authority, networks, mounts, privileges, egress, previews, credentials, and resource isolation before enabling them. See docs/security.md.

Report vulnerabilities privately through the GitHub security advisory form or security@agentsdance.ai. Do not open a public vulnerability issue or include live credentials and user data. See SECURITY.md.

Development

Python 3.11+, uv, and Node.js 22 are the tested contributor toolchain:

uv sync --project server --all-extras --locked
uv run --project server pytest server/tests -q
uv run --project server ruff check server/app server/tests server/scripts
node --test server/tests/js/*.test.mjs

Run the server locally:

DHC_DEV=1 AUTH_SECRET=local-development-secret \
  uv run --project server uvicorn app.main:app --app-dir server --reload

CLI source checks, once the package directories are present in the candidate tree:

node packages/cli-npm/bin/dsh-cloud.mjs --help
node packages/cli-npm/bin/dsh-cloud.mjs start --dry-run --json
uv run --project packages/cli-python dsh-cloud --help
uv run --project packages/cli-python dsh-cloud start --dry-run --json

Read CONTRIBUTING.md for DCO sign-off, provenance disclosure, tests, security routing, and edition-boundary review.

Repository map

Path	Purpose
server/	FastAPI application, gateway, data layer, templates, configuration, tests
packages/dsh-plugin-cloud/	Plugin that connects stock DeepSeek Harness installs to the cloud gateway
deploy/selfhost/	Canonical public Compose stack, Caddy config, and environment template
packages/	Version-matched npm and Python lifecycle CLIs
release/	Canonical release identity and schemas
desktop/	Pinned upstream desktop assembly, minimal patches, and cloud integration plugin
mobile/, miniprogram/	Mobile integration shells
scripts/local/	Run product workspaces on your own machine against the hosted gateway
docs/	Architecture, deployment, security, edition, compatibility, and maintainer docs
legal/	Hosted legal documents and third-party/licensing records

Versions, licensing, and marks

• Current software license: DSH Cloud Community License 1.0.
• Human-readable license guide: LICENSING.md.
• Community, Hosted, and Enterprise boundary: docs/editions.md.
• Trademark use: TRADEMARKS.md.
• Third-party notices: legal/THIRD_PARTY_NOTICES.md.
• Release changes: CHANGELOG.md.

AI Store is independently developed and operated. It is not affiliated with or endorsed by DeepSeek. “DeepSeek” and related marks belong to their respective owners.