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Agent Swarm

agent-swarm.dev·Multi-agent & orchestration

Agent Swarm is an open-source operating system designed for orchestrating AI agents in multi-agent workflows. It addresses the challenge of automating complex, recurring business processes by enabling a system in which a lead agent breaks down goals into tasks and routes them to specialized worker agents. These workers, such as those powered by Claude Code or Codex, operate in isolated Docker containers and contribute to a shared memory, allowing knowledge, tools, schedules, and review gates to accumulate and improve over time. The platform is positioned for teams and organizations where work is repetitive, context is critical, and manual task routing by humans is a bottleneck—such as in engineering, support, content operations, and business operations.

Key features include orchestration of tasks by a lead agent, Docker-based isolation for each worker, persistent shared memory across sessions, and integration with common workplace tools and platforms. Agent Swarm supports workflows through Slack, GitHub, GitLab, Linear, email, and custom dashboards, allowing users to assign tasks or interact with the swarm as they would with a human teammate. 1 specification, enabling HTTP-based integrations with CI systems, monitoring tools, and other APIs. It also supports cron-scheduled recurring jobs, multi-step workflows, and role templates for functions such as coder, researcher, and product manager.

Agent Swarm is delivered as a self-hosted solution, deployable via Docker Compose. The setup process involves cloning the repository, configuring environment variables, and starting the service, after which the API server, lead, and worker agents come online in separate containers. Integrations with Slack, GitHub, GitLab, Linear, AgentMail, and other platforms can be configured to route tasks directly from these environments.

The platform is MIT licensed and free to start, with no credit card required. Its open-source nature allows teams to own their agent swarms, swap underlying models as needed, and retain accumulated institutional memory and skills. Agent Swarm is suitable for engineering teams, product managers, founders, and operational roles seeking to automate and compound their organizational workflows.

Open SourceMITWebSelf-hostedAPI
AAgent Swarm preview
Visit agent-swarm.dev↗
563stars
63forks
7features
2025since

Overview

7 features

Agent Swarm is a Multi-agent & orchestration project. It focuses on coordinating multiple AI agents to autonomously handle complex business workflows without constant human oversight. Agent Swarm is a B2B product aimed at developers and technical founders. Agent Swarm is open source under the MIT license. It ships for the web and API, and it can be self-hosted.

Behind Agent Swarm is desplega-ai, and it first shipped in 2025. The project is developed in the open on GitHub with 563 stars and 689 commits in the last 90 days. Key capabilities include multi-agent orchestration, docker isolation, and persistent memory. It exposes integrations via an MCP server and a public API.

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

  • ✓Multi-agent orchestration
  • ✓Docker isolation
  • ✓Persistent memory
  • ✓Live dashboard
  • ✓Slack integration
  • ✓GitHub integration
  • ✓Linear integration
Tags
multi-agentagent-orchestrationdocker-agentsautonomous-swarmsmcp-tools
AI capabilities
TextCodeMultimodal
Inference: HybridWeights: Open

Built with & integrations

Framework
Next.jsReact
Hosting
Vercel
AI providers
anthropicopenai
Connectors
MCPAPI
Runs on
BrowserSelf-hostedAPI-only
Detected from
Next.js
x-nextjs-prerender header · x-powered-by header · /_next/static/ in the HTML
Vercel
x-vercel-id header · x-vercel-cache header

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Privacy Policy✓Terms of Service✓Open Source✓Free tier✓GitHub · ★ 563✓Active maintenance
Legal
Privacy Policy →Terms of Service →

Indexing history

2

What PulseGate has recorded for this listing

  1. Indexed23 Jul · 10:38 UTC
    Code mode yields a 99.2% cost reduction in our systems verified against its public source
    Source: PulseGate · Open ↗
  2. Indexed1 Jul · 00:20 UTC
    desplega-ai/agent-swarm verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about Agent Swarm

What is Agent Swarm?
Agent Swarm focuses on coordinating multiple AI agents to autonomously handle complex business workflows without constant human oversight. It is catalogued under Multi-agent & orchestration on PulseGate.
Who is Agent Swarm for?
Agent Swarm is a B2B product built for developers and technical founders.
Is Agent Swarm free?
Yes — Agent Swarm is open source under the MIT license and free to use.
What platforms does Agent Swarm run on?
Agent Swarm runs on the web and API. It can also be self-hosted.
Is Agent Swarm still maintained?
The GitHub repository shows 689 commits in the last 90 days.
What are alternatives to Agent Swarm?
Similar projects tracked by PulseGate include AgentSwarms, Swarms AI, and acai-swarm.AgentSwarmsSwarms AIacai-swarmSee all 22 alternatives
Who develops Agent Swarm?
Agent Swarm is developed by desplega-ai.
When did Agent Swarm launch?
Agent Swarm first shipped in 2025.

At a glance

Pricing
Open Source
Platforms
Api · Web
Languages
English
Open source
Yes · ★ 563
License
MIT
Built for
developers and technical founders
Model
B2B
Solves
Coordinating multiple AI agents to autonomously handle complex business workflows without constant human oversight.

Registered as

GitHub
desplega-ai/agent-swarm

Developer

desplega-ai
Team
↗ GitHub

Open source

View on GitHub →
Stars
563
Forks
63
Open issues
3
Last commit
30 Jun 2026
Commits 90d
689
Contributors
16
Authorship
Team
Default branch
main
Latest release
v1.105.0 · 30 Jun 2026

Index record

Identity confidence
High · 86
Indexed
1 Jul 2026
Lifecycle
Alive
Last seen
23 Jul 2026
Identity audit (12)
Slug
desplega-ai-agent-swarm-agent-swarm-dev
Lifecycle last checked
8 Aug 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. This listing's first-seen date was written by the catalog backfill, not observed here, so it is not treated as a sighting.
Name from
Derived from the project's own page and URL.
Category from
Recorded source: taxonomy-pass-a.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model, checked against the page's own declaration.
Canonical URL
https://agent-swarm.dev/

Ship this? Send a correction — no account, and you get a link to follow it.

Similar projects

Closest matches by what these projects do

  • AGAgentSwarmsagentswarms.fyi
  • SASwarms AIswarms.ai
  • ACacai-swarmgithub.com
  • SWSwarmWrightswarmwright.com
  • ACAgent Cloudainative.studio
  • SWSwarmZeroswarmzero.ai

See 22 alternatives to Agent Swarm →