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Cognee 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.

Cognee compared with GSC Magic
Detail CogneeGSC Magic logo GSC Magic
What it doesOpen-source memory platform for AI agents MCP server connecting AI agents to Google Search Console, Bing Webmaster Tools and GA4
StageNot given Not given
FoundedNot given Not given
Based inDE PL
Pricing modelNot given Freemium
PricingFree: $0/month with 1M tokens and 1 workspace (no card required). Standard: $1.00 per 1M tokens plus $5 per additional workspace. Enterprise: contact for pricing with bring-your-own-cloud deployment. Open-source engine available free to self-host. 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
  • Unified vector search, knowledge graphs, and relational storage
  • Automatic knowledge graph generation from data sources
  • Multi-tenant support with isolated workspaces
  • Data source integrations (Slack, Notion, Google Drive, GitHub, etc.)
  • Self-improving memory that learns from use
  • Multiple deployment options (cloud, self-hosted, air-gapped)
  • Agent framework integrations (LangGraph, CrewAI, OpenAI SDK, MCP)
  • Support for multiple vector and graph databases
  • GDPR compliance and encryption at rest and in transit
  • Built-in graph visualization of company brain
  • 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
  • Combines vectors with graph relationships and generated data models for connected context retrieval
  • State of the art performance on BEAM benchmark (79% vs 73.4% at 100k tokens)
  • Keeps memory costs flat as data grows compared to baseline LLM approaches
  • Fully open-source with no database lock-in
  • Updates memory as source data changes, not just static snapshots
  • 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)70 no change since last check17 −1 (down) since last check
Trust Flow (Majestic)140
Citation Flow (Majestic)4324
Referring domains (Majestic)108913

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