Swarms AI
PulseGate's liveness check found it on 19 Sep 2026; it is registered on GitHub and has been in the index since 19 Sep 2026. How this is checked
Swarms is a multi-agent framework and infrastructure platform for building collaborative AI agent systems in Python and Rust. It provides agent communication protocols, runtimes, memory systems, simulation environments, hosted APIs, and a marketplace for agents, prompts, tools, and skills.
Inferred · not functionally tested
Overview
6 featuresPurpose: Building, coordinating, deploying, and scaling production-grade multi-agent AI systems.
Inferred · not functionally tested
Audience: AI developers and enterprise teams building autonomous agent systems
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: unknown · license: MIT · platforms: WEB · deployment: browser, cloud_managed, self_hosted, cli, api_only
Constraint provenance is unknown; confirm requirements with the publisher.
Record sources: swarms.xyz · github.com. These links do not verify the individual claims.
Swarms AI sits in PulseGate's Frameworks & runtimes category. Inferred · not functionally tested: Building, coordinating, deploying, and scaling production-grade multi-agent AI systems. Inferred · not functionally tested: It is built as an open-source project for AI developers and enterprise teams building autonomous agent systems. Basis unknown · not verified: It ships for the web, the command line, and API, and it can be self-hosted.
The Swarm Corporation builds and maintains Swarms AI, and it first shipped in 2024. Development happens publicly on GitHub with 6.1k stars. Inferred · not functionally tested: Among its 6 catalogued features are multi-agent architectures, 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 communication
- Optimized runtime
- Memory systems
- Simulation environments
- Security governance
Topics: Inferred · not functionally tested
Built with & integrations
- Next.js
- x-nextjs-prerender header · /_next/static/ in the HTML · __next_f in the HTML
- openai
- bgpt- 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
- Indexed6 Sep · 14:20 UTCThe-Swarm-Corporation/AutoHedge seen via GitHub Trending (Smart)Source: GitHub Trending (Smart) · Open
Frequently asked questions about Swarms AI
- What does Swarms AI do?
- Inferred · not functionally tested: Building, coordinating, deploying, and scaling production-grade multi-agent AI systems. It is catalogued under Frameworks & runtimes on PulseGate.
- Who should use Swarms AI?
- Inferred · not functionally tested: Swarms AI is an open-source project built for AI developers and enterprise teams building autonomous agent systems.
- What platforms does Swarms AI run on?
- Basis unknown · not verified: Swarms AI runs on the web, the command line, and API. It can also be self-hosted.
- Is Swarms AI still active?
- PulseGate's liveness check found it on 19 Sep 2026.
- What projects are similar to Swarms AI?
- Similar projects tracked by PulseGate include Swarms AI, AgentSwarms, and Agent Swarm.Swarms AIAgentSwarmsAgent Swarm
- Who makes Swarms AI?
- Swarms AI is developed by The Swarm Corporation.
- How long has Swarms AI been around?
- Swarms AI first shipped in 2024.
- Is Swarms AI open source?
- Basis unknown · not verified: Swarms AI has a public GitHub repository.
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