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MachinaOS vs Cobrain

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

MachinaOS compared with Cobrain
DetailMachinaOS logo MachinaOSCobrain logo Cobrain
What it doesLocal-first orchestration layer that converts natural language goals into validated plans, policy checks, and real tool execution Shared memory for Claude, ChatGPT and your AIs
StageStartup Startup
Founded2025 2026
Based inNot given IT
Pricing modelNot given Not given
PricingFree: $0 with single local runtime, core tool registry, session memory, demo mode. Intelligence: $49/month with multi-agent delegation, Visual Workflow Studio, Security Center, MCP protocol, 7 LLM providers, native desktop app. Enterprise: custom pricing with distributed agent mesh, security policy Free: $0, up to 1,000 notes. Pro: $9/month, unlimited notes and shares. Team: $7/seat per month (minimum 3 seats), company brain with multiple admins.
Key features
  • Visual Workflow Studio with drag-and-drop pipeline canvas
  • Natural language chain generation from plain English descriptions
  • Step-by-step debugger with real-time node animation
  • Policy gates and human approval for destructive operations
  • Multi-agent delegation with consensus workflows
  • AES-256-GCM encrypted secrets vault
  • Support for 7 LLM providers including Ollama
  • Immutable SOC 2-style audit log with SHA-256 hash chains
  • Shared memory across different AIs
  • Markdown notes in real folders
  • Share branches with collaborators
  • MCP connector for Claude, ChatGPT and compatible AIs
  • Search by meaning on Pro and Team plans
  • Attach PDFs and documents for AI to read
  • Version history with unlimited revisions on Pro
  • Permission-based access control
What makes it different
  • Fully local execution with no cloud infrastructure dependency required
  • Human-in-the-loop approval system for governance and risk mitigation
  • Native desktop application with bundled runtime and zero prerequisites
  • Visual pipeline design without code required
  • Free plan with no expiration for solo users
  • Receivers of shares never pay
  • Built by an agency using it daily with 648 notes
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)26 +1 (up) since last check5 no change since last check
Trust Flow (Majestic)17
Citation Flow (Majestic)2327
Referring domains (Majestic)6315

6 details filled in for both companies.

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