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Cognee vs AiLinkAny

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 AiLinkAny
Detail CogneeAiLinkAny logo AiLinkAny
What it doesOpen-source memory platform for AI agents Remote MCP platform that lets AI connect to your authorized Windows computers
StageNot given Not given
FoundedNot given Not given
Based inDE Not given
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 tier with usage quota; paid plans available at https://ailinkany.com/pricing. Registration, AI connection, and computer binding are free; pricing is checked only when executing computer tasks.
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
  • Remote MCP endpoint for AI assistants
  • Shell command execution on authorized Windows PCs
  • File read/write and directory management
  • Multi-device unified management
  • AI session handoff for long agentic workflows
  • SSH, Telnet and serial port connections
  • OAuth-isolated AI sessions with Device Token separation
  • Command idempotency with command_id
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
  • Secure separation between AI OAuth identity and device credentials
  • Local files remain on your computer by default; only transmitted when explicitly requested
  • Supports multiple AI platforms through single Remote MCP endpoint
  • Free registration and computer binding without requiring a paid plan
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 checkNot checked yet no change since last check
Trust Flow (Majestic)140
Citation Flow (Majestic)430
Referring domains (Majestic)10890

4 details filled in for both companies.

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