D
desplega-ai/agent-swarm
Your Company Agentic Operating System
View on GitHub ↗Link checked 2026-11-12 · HTTP 200 · opens the vendor's own site
Install & config
Remote endpoint (mcpServers - Claude Desktop / Cursor / Windsurf)
{
"mcpServers": {
"desplega-ai-agent-swarm": {
"url": "https://{swarm_host}/mcp-user"
}
}
}Paste this into the mcpServers config of Claude Desktop or Cursor. The endpoint comes from public evidence; we do not install or host it. Official Registry record: this endpoint declares a required request header Authorization (Bearer aswt_<token> for an active user on your swarm. Ask a swarm operator to mint it in People > your user > Tokens, or via POST /api/users). Using it means bringing your own credentials.
VS Code (.vscode/mcp.json - the key is servers, remote needs type: http)
{
"servers": {
"desplega-ai-agent-swarm": {
"type": "http",
"url": "https://{swarm_host}/mcp-user"
}
}
}VS Code differs from the other three: the top-level key is <code>servers</code> and a remote endpoint also needs <code>"type": "http"</code>. Paste into .vscode/mcp.json.
Claude Code (command line)
claude mcp add --transport http desplega-ai-agent-swarm https://{swarm_host}/mcp-userClaude Code does not read a config file; add the server with this command.
Client config (built from the install command this repo gives)
{
"mcpServers": {
"desplega-ai-agent-swarm": {
"command": "npx",
"args": ["skills"]
}
}
}Parsed from the README we fetched on 2026-11-08; we have not executed it.
command/args come from the install command the repository states. When it is ambiguous, the project README wins.
VS Code (.vscode/mcp.json - the key is servers)
{
"servers": {
"desplega-ai-agent-swarm": {
"command": "npx",
"args": ["skills"]
}
}
}Same server, but VS Code keeps it under <code>servers</code>.
Claude Code (command line)
claude mcp add --transport stdio desplega-ai-agent-swarm -- npx skills
Claude Code does not read a config file; add the server with this command.
Key names differ by client: Clients & CLI
- Star count
- 1,053 ★ · desplega-ai/agent-swarm · read from the GitHub search API · (checked 2026-11-13 20:00:50)
- Source
- read directly from its GitHub page · type: open-source project
- Harvest history
- first seen 2026-11-09 · last seen 2026-11-14 · seen 6× · listed by 1 sources
- Score
- score 105 · 1,053 ★ · 1 sources · repo
- Install
npx skills
FAQ (answers come from our records)
How do I install it?
The repository provides this install command:
npx skills. It comes from the repository itself; we cannot guarantee it runs as-is in your client.Who is it for?
We filed it under these tags: 开源项目. The tags come from the entry itself, not a taxonomy we imposed.
Who maintains it?
repository
desplega-ai/agent-swarm；first catalogued 2026-11-09；last seen 2026-11-14。There is no official certification or quality rating here — we record sources and dates only.Agent Swarm is the open-source, self-hosted AI company operating system built by
以下摘录自该仓库的 README（片段） · 在 GitHub 读完整 README →
> [!TIP]
> This repo evolves every single day. Watch now →
▸ every team, one swarm · daily evolution · Making of
agent-swarm.dev is an open-source operating system for AI work. A lead agent delegates goals to workers such as Claude Code or Codex. Isolated containers, shared memory, tools, schedules, and review gates preserve work across sessions.
## What you get
A lead agent that receives work from Slack, repositories, issue trackers, email, or the API
Schema-validated task results for callers that need structured JSON output
Deferred tasks that wake when all or any watched tasks reach an outcome, or a deadline arrives
Inline tool-result images in task logs, with previews that open at full size
Dashboard file attachments by paste, drag-and-drop, or file picker
Workers in isolated Docker containers with development environments
Memory and identity that persist across sessions, with citation ratings and self-rating hints enabled by default
Workflows, schedules, scripts, and apps for recurring work
Extensions for trusted TypeScript hooks, installed as agent-owned inert drafts and activated by a trusted lead, operator, or dashboard user
Realtime rooms for shared page state, presence, and live channels
Your choice of harness and models: Claude Code, Codex, pi, opencode, Cursor, Amp, Grok, fx, Devin, or ACP agents
mermaid
flowchart LR
subgraph IN["Tasks come in"]
direction TB
S["Slack"]
G["GitHub / GitLab"]
E["Email"]
A["API / CLI"]
end
LEAD(["Lead Agent plans & delegates"])
subgraph WORKERS["Workers in Docker"]
direction TB
W1["Worker"]
W2["Worker"]
W3["Worker"]
end
subgraph BRAIN["Persistent brain"]
direction TB
MEM["Memory (vector search)"]
ID["Identity (SOUL, CLAUDE.md)"]
end
subgraph OUT["Work ships"]
direction TB
PR["Pull Requests"]
REPLY["Slack replies"]
EMAIL["Email replies"]
end
IN --> LEAD --> WORKERS
WORKERS -->|reads context| BRAIN
WORKERS -->|writes learnings| BRAIN
WORKERS --> OUT
## Quick Start
Give your coding agent the operator skill for Docker Compose or Kubernetes:
bash
npx skills add desplega-ai/agent-swarm
Or install it as a plugin in your harness:
| Harness | Command |
| Claude Code | /plugin marketplace add desplega-ai/agent-swarm then /plugin install agent-swarm@agent-swarm |
| Codex | codex plugin marketplace add desplega-ai/agent-swarm && codex plugin add agent-swarm@agent-swarm (or use npx skills above) |
| Cursor | /add-plugin desplega-ai/agent-swarm |
| Gemini CLI | gemini extensions install https://github.com/desplega-ai/agent-swarm |
| Antigravity / Factory Droid | droid plugin marketplace add https://github.com/desplega-ai/agent-swarm then droid plugin install agent-swarm@agent-swarm |
| OpenCode, pi, Devin, Kimi, others | npx skills add desplega-ai/agent-swarm |
The plugin's privacy and
terms links describe the Agent Swarm website and
Cloud service. The self-hosted software remains covered by the MIT License.
Or self-host. docker-compose.example.yml is the reference deployment: deploy every agent in it by default (1 lead and 11 workers on the official templates), and remove agents only when you have a reason to.
Plan for at least 4 vCPU, 8 GB RAM and 40 GB of free disk, and prune old Docker images after upgrades. See Host requirements & disk cleanup.
> This repo evolves every single day. Watch now →
▸ every team, one swarm · daily evolution · Making of
agent-swarm.dev is an open-source operating system for AI work. A lead agent delegates goals to workers such as Claude Code or Codex. Isolated containers, shared memory, tools, schedules, and review gates preserve work across sessions.
## What you get
A lead agent that receives work from Slack, repositories, issue trackers, email, or the API
Schema-validated task results for callers that need structured JSON output
Deferred tasks that wake when all or any watched tasks reach an outcome, or a deadline arrives
Inline tool-result images in task logs, with previews that open at full size
Dashboard file attachments by paste, drag-and-drop, or file picker
Workers in isolated Docker containers with development environments
Memory and identity that persist across sessions, with citation ratings and self-rating hints enabled by default
Workflows, schedules, scripts, and apps for recurring work
Extensions for trusted TypeScript hooks, installed as agent-owned inert drafts and activated by a trusted lead, operator, or dashboard user
Realtime rooms for shared page state, presence, and live channels
Your choice of harness and models: Claude Code, Codex, pi, opencode, Cursor, Amp, Grok, fx, Devin, or ACP agents
mermaid
flowchart LR
subgraph IN["Tasks come in"]
direction TB
S["Slack"]
G["GitHub / GitLab"]
E["Email"]
A["API / CLI"]
end
LEAD(["Lead Agent plans & delegates"])
subgraph WORKERS["Workers in Docker"]
direction TB
W1["Worker"]
W2["Worker"]
W3["Worker"]
end
subgraph BRAIN["Persistent brain"]
direction TB
MEM["Memory (vector search)"]
ID["Identity (SOUL, CLAUDE.md)"]
end
subgraph OUT["Work ships"]
direction TB
PR["Pull Requests"]
REPLY["Slack replies"]
EMAIL["Email replies"]
end
IN --> LEAD --> WORKERS
WORKERS -->|reads context| BRAIN
WORKERS -->|writes learnings| BRAIN
WORKERS --> OUT
## Quick Start
Give your coding agent the operator skill for Docker Compose or Kubernetes:
bash
npx skills add desplega-ai/agent-swarm
Or install it as a plugin in your harness:
| Harness | Command |
| Claude Code | /plugin marketplace add desplega-ai/agent-swarm then /plugin install agent-swarm@agent-swarm |
| Codex | codex plugin marketplace add desplega-ai/agent-swarm && codex plugin add agent-swarm@agent-swarm (or use npx skills above) |
| Cursor | /add-plugin desplega-ai/agent-swarm |
| Gemini CLI | gemini extensions install https://github.com/desplega-ai/agent-swarm |
| Antigravity / Factory Droid | droid plugin marketplace add https://github.com/desplega-ai/agent-swarm then droid plugin install agent-swarm@agent-swarm |
| OpenCode, pi, Devin, Kimi, others | npx skills add desplega-ai/agent-swarm |
The plugin's privacy and
terms links describe the Agent Swarm website and
Cloud service. The self-hosted software remains covered by the MIT License.
Or self-host. docker-compose.example.yml is the reference deployment: deploy every agent in it by default (1 lead and 11 workers on the official templates), and remove agents only when you have a reason to.
Plan for at least 4 vCPU, 8 GB RAM and 40 GB of free disk, and prune old Docker images after upgrades. See Host requirements & disk cleanup.
Listed badge (optional)
Copy this line into the README if you want the listing mark. Optional, and it does not affect being listed.
[](https://anclum.com/en/s/desplega-ai-agent-swarm/)
- Source
- github · https://github.com/desplega-ai/agent-swarm
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