Swarms AI
PulseGate's liveness check found it on 7 Oct 2026; it is registered on GitHub and has been in the index since 13 Jul 2026. How this is checked
Swarms AI is a full-stack platform designed for building, deploying, and monetizing autonomous agents at scale. It serves as both a multi-agent framework and an agent marketplace, aiming to provide the infrastructure necessary for teams developing production-grade autonomous systems. The platform emphasizes performance, reliability, and scalability, positioning itself as a foundation for organizations involved in the agent economy.
Inferred · not functionally tested
Overview
6 featuresPurpose: Enabling developers to build, deploy, and scale complex AI agent systems efficiently.
Inferred · not functionally tested
Audience: AI developers and engineering teams
Inferred · not functionally tested
Functions: agents, workflow_automation, collaboration
Inferred · not functionally tested
Interfaces: API: indicated (inferred, not tested) · MCP: unknown · CLI: indicated (inferred, not tested) · Self-hosting: indicated (inferred, not tested)
Recorded constraints: pricing: open_source · license: Apache-2.0 · platforms: WEB · deployment: browser, api_only, cli, self_hosted, cloud_managed
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: swarms.ai · github.com · github.com. These links do not verify the individual claims.
Swarms AI sits in PulseGate's Multi-agent & orchestration category. Inferred · not functionally tested: Enabling developers to build, deploy, and scale complex AI agent systems efficiently. Inferred · not functionally tested: Swarms AI is an open-source project aimed at AI developers and engineering teams. Basis unknown · not verified: The project is open source (Apache-2.0). Basis unknown · not verified: Swarms AI is available on the web, API, and the command line, and it can be self-hosted.
Swarms AI first shipped in 2023. Development happens publicly on GitHub with 6.9k stars and 149 commits in the last 90 days. Inferred · not functionally tested: Key capabilities include multi-agent architectures, agent-to-agent communication, and optimized runtime. The interface is available in English and Chinese. Inferred · not functionally tested: Catalogued interfaces include a public API.
Summary written by a language model from the project’s public pages.
Tasks: Inferred · not functionally tested
- Multi-agent architectures
- Agent-to-agent communication
- Optimized runtime
- Memory systems
- Simulation environments
- Enterprise security
Topics: Inferred · not functionally tested
Built with & integrations
- Next.js
- x-nextjs-prerender header · /_next/static/ in the HTML · __next_f in the HTML
- Vercel
- x-vercel-id header · x-vercel-cache header
- multiple
- bLangChain in the HTML
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about Swarms AI
- What is Swarms AI?
- Inferred · not functionally tested: Enabling developers to build, deploy, and scale complex AI agent systems efficiently. It is catalogued under Multi-agent & orchestration on PulseGate.
- Who is Swarms AI for?
- Inferred · not functionally tested: Swarms AI is an open-source project built for AI developers and engineering teams.
- Is Swarms AI free?
- Basis unknown · not verified: Yes — Swarms AI is open source under the Apache-2.0 license and free to use.
- What platforms does Swarms AI run on?
- Basis unknown · not verified: Swarms AI runs on the web, API, and the command line. It can also be self-hosted.
- Is Swarms AI still maintained?
- PulseGate's liveness check found it on 7 Oct 2026. Its GitHub repository shows 149 commits in the last 90 days.
- What are alternatives to Swarms AI?
- Similar projects tracked by PulseGate include Swarms AI, AgentSwarms, and Agent Swarm.Swarms AIAgentSwarmsAgent Swarm
- When did Swarms AI launch?
- Swarms AI first shipped in 2023.
- Is Swarms AI open source?
- Basis unknown · not verified: Yes — Swarms AI is open source under the Apache-2.0 license, developed on GitHub.
Similar projects
Closest matches by what these projects do