Open Swarm: Open-Source System for Running Thousands of Parallel AI Agents
Open Swarm is an open-source system that enables running thousands of parallel AI agents simultaneously across the internet. Unlike sequential approaches, these agents operate in true parallel execution at massive scale.
Key Capabilities
- Parallel agent execution at massive scale — not sequential, truly simultaneous
- Full internet access per agent across email, social media, docs, web, code, and scheduling
- Human-in-the-loop controls — you approve every action
- Conversation branching — fork agent context at any point
- Per-agent cost tracking
Available Tools
Each agent has access to 150+ tools including:
- Email (Gmail)
- Social media (Twitter, Reddit, Instagram, LinkedIn)
- Google Workspace (Docs, Sheets, Slides, Drive, Calendar)
- Web search and browser automation
- Code execution
- Cron scheduling
The system is designed so all agents operate at the same time, enabling one person to coordinate work at scale. According to the source, the paradigm shift is that when you can do everything in parallel, priority becomes curation — it's not what to do, but what NOT to do.
📖 Read the full source: r/LocalLLaMA
👀 See Also
AgentCall: Let Claude Code Join Google Meet, Zoom, or Teams Calls as a Teammate
AgentCall.dev pipes your existing Claude Code, Codex, or Cursor session into Google Meet, Teams, or Zoom with voice, screen sharing, and chat — no desktop grab, no third-party data in direct mode.
Team Memory MCP: Open Source Shared Memory for Claude Code with Bayesian Confidence Scoring
Team Memory MCP is an open source tool that provides shared team memory for Claude Code with Bayesian confidence scoring. It uses a Beta-Bernoulli model to rank patterns, includes temporal decay with 90-day half-life, and can be added to Claude Code with a single command.
SkyClaw: An Open Agent Runtime Written in Rust
SkyClaw is an open-source agent runtime written in Rust with 34 new features across 7 development phases. It includes task checkpointing, SQLite-backed persistent queues, parallel tool execution, and multi-tenancy support.
Akemon: Publish and Hire AI Coding Agents Directly from Your Laptop
Akemon is a tool that lets developers publish their AI coding agents with one command and hire others' agents with another, working directly from laptops through a relay tunnel without needing servers. It's protocol-agnostic, supporting agents from Claude Code, Codex, Gemini, OpenCode, Cursor, and Windsurf.