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MachinaOS vs GSC Magic

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 GSC Magic
DetailMachinaOS logo MachinaOSGSC Magic logo GSC Magic
What it doesLocal-first orchestration layer that converts natural language goals into validated plans, policy checks, and real tool execution MCP server connecting AI agents to Google Search Console, Bing Webmaster Tools and GA4
StageStartup Not given
Founded2025 Not given
Based inNot given PL
Pricing modelNot given Freemium
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/month (1 site, 200 requests/month, 14 days history). Pro: $19/month or $182/year (10 sites, unlimited requests, 16 months history). Agency: $34/month or $340/year (25 sites, 5 seats, 16 months history).
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
  • Google Search Console data access (clicks, impressions, CTR, position by query, page, country, device)
  • SEO reports including quick wins, traffic drops, content decay and cannibalization
  • Bing Webmaster Tools integration and IndexNow submissions
  • Google Analytics 4 reports and AI assistant referral traffic tracking
  • URL inspection and sitemap status
  • Email alerts and weekly digest
  • Read-only and write access controls
  • Works with Claude, ChatGPT, Cursor, Windsurf, VS Code and any MCP client
  • OAuth sign-in with no API keys or Google Cloud project required
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
  • Hosted MCP server with no Google Cloud project or API keys needed
  • All three sources (Google Search Console, Bing, GA4) in one connector
  • Server-side analysis returning finished numbers instead of raw data exports
  • Works on claude.ai and ChatGPT web without desktop-only setup
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)25 −2 (down) since last check17 −1 (down) since last check
Trust Flow (Majestic)10
Citation Flow (Majestic)2324
Referring domains (Majestic)6313

4 details filled in for both companies.

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