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VegaDūta 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.

VegaDūta compared with GSC Magic
DetailVegaDūta logo VegaDūtaGSC Magic logo GSC Magic
What it doesOpen-source, self-hostable platform for building and governing AI agents across multiple channels MCP server connecting AI agents to Google Search Console, Bing Webmaster Tools and GA4
StageStartup Not given
Founded2025 Not given
Based inIN PL
Pricing modelOpen source Freemium
PricingFree to run, fork and build on commercially under Business Source License 1.1; paid hosted plans from $0 to $79 USD 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
  • Human approval workflows
  • Multi-channel support (WhatsApp, email, voice, web)
  • Retrieval and graph memory
  • Guardrails and governance with budgets
  • Browser automation
  • Role-based access control
  • OpenAPI and Swagger tool import
  • Agent skill learning
  • Sealed audit log
  • 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
  • Runs on laptop, server, or Kubernetes—same images everywhere from release
  • Complete governance embedded in platform and SDKs with approval, budgets, audit
  • Open standards: MCP, A2A, AG-UI, OpenTelemetry, OIDC, OpenAPI
  • Business Source License allows commercial use and forking
  • Console in 22 Indian languages
  • 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)7 −1 (down) since last check17 −1 (down) since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)1124
Referring domains (Majestic)213

6 details filled in for both companies.

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