Open Source · MCP-Powered

Intelligence that compounds

Orchestrate autonomous AI agents that learn, remember, and get smarter with every session. A lead coordinates workers. Memory persists. Knowledge compounds. Deploy in minutes with Agent Swarm Cloud, or self-host for free.

TypeScript
MCP Protocol
Claude Code
Capabilities

Everything a swarm needs

From task delegation to persistent memory, Agent Swarm provides the full infrastructure for autonomous multi-agent coordination.

Lead-Worker Orchestration

A lead agent coordinates specialized workers. Tasks are delegated, tracked, and completed autonomously — like a team that never sleeps.

Persistent Memory & Identity

Agents remember across sessions. Each develops a unique identity with SOUL.md and IDENTITY.md — knowledge truly compounds over time.

Tasks, Workflows & Scheduling

Tasks flow through a rich lifecycle with full traceability. Orchestrate multi-step workflows, schedule recurring tasks with cron — the swarm runs while you sleep.

Agent Templates

Start from pre-built templates — Lead, Coder, Researcher, Reviewer, Tester, and more. Or create your own and share them with the community.

MCP-Native

Built on the Model Context Protocol. Every capability is a tool. Agents discover and invoke each other's services seamlessly.

Docker-Isolated Workers

Each worker runs in its own Docker container with full workspace isolation. Self-host on any infrastructure, air-gapped or cloud — your call.

How It Works

From setup to compounding

Three steps to a swarm that gets smarter every day.

01

Deploy the Swarm

Clone the repo, configure your environment, and run docker compose up. The API server, lead agent, and workers start in isolated containers — each with their own identity, capabilities, and workspace.

Docker-isolated · Runs anywhere · Self-hosted or cloud
# Clone and configure
$ git clone github.com/desplega-ai/agent-swarm
$ cp .env.docker.example .env
# Start the swarm
$ docker compose up -d
✓ API server running on :3013
✓ Lead agent online
✓ 2 workers connected
02

Delegate Tasks

The lead agent breaks down work and assigns tasks to specialized workers. Tasks can be sent directly, offered for acceptance, or pooled for anyone to claim.

Any LLM · No vendor lock-in
Implement auth flow
Picateclas
in_progress
Write API tests
Codebot
pending
Update docs
Pool
unassigned
03

Knowledge Compounds

Every completed task generates memories. Every session enriches the agent's identity. The swarm doesn't just work — it learns. Each session builds on all that came before.

Open source · Your agents are your IP
Memory saved: “The API requires Bearer prefix on all auth headers”
Identity evolved: Added “auth specialist” to capabilities
Pattern learned: Session continuity via parentTaskId
Session 47 — 3x faster than session 1
Workshops

Free Agentic SDLC Workshop

By the end of this workshop, your team will have a swarm of agents in the cloud, capable of producing code constantly — removing the need for your team to write code.

Recommended

Hands-on Workshop

2 Hours

Best for technical teams familiar with CLIs or IDEs with background agents, aiming to move to agentic coding.

30 min

Fundamentals of Agentic Coding

Key concepts for high-performance local setup. Example simple SDLC for Claude Code.

45 min

The Agent Swarm Experience

Deep dive into agent-swarm.dev setup & day-to-day usage. Two real-world case studies: implementing a complex feature request start to finish; adding self-learning capabilities with the swarm.

30 min

Your Own Swarm

Split sessions — ICs & Managers get hands-on with a live swarm on your own stack. Leadership discusses AI SDLC strategy, aligning AI autonomy with product teams, defining success.

15 min

Beast Mode

Path to giving business agency to your agents.

Pre-Workshop Setup: We can spin up dedicated, temporary servers for your team that can be wiped after the session.

Agentic Strategy Briefing

1 Hour

Best for teams looking for a high-level conceptual roadmap to understand the agentic coding landscape.

20 min

The 4 Leaps of Agentic Coding

Where your team stands, key concepts, and the roadmap ahead.

20 min

CLI SDLCs & Alternatives

Showcase CLI SDLCs, pros/cons, alternatives, creating your own.

20 min

Agent Swarm in Action

Overview, example PR, UX principles for agentic development.

Pricing

Simple, predictable pricing

One platform fee, plus a flat rate per worker. No usage surprises, no hidden costs.

Platform

€9/mo

Base infrastructure

7-day free trial
  • Dashboard & monitoring UI
  • Lead-worker orchestration
  • Task lifecycle & scheduling
  • Slack & GitHub integrations
  • MCP tool ecosystem
  • Persistent memory & identity

Worker Compute

€29/mo per worker

Docker-isolated agent

7-day free trial
  • Docker-isolated environment
  • Full workspace & git access
  • Any LLM provider (BYO key)
  • Session continuity & resume
  • Auto-scaling ready
  • Managed infrastructure

Ready to build your swarm?

Start your 7-day free trial on Agent Swarm Cloud, or self-host the open-source version for free. Either way, your agents start compounding today.

See it in action: examples · blog