Recallium vs Supermemory - Developer-Focused AI Memory Comparison

Why developers choose Recallium over Supermemory: MCP-native, coding-specific, hybrid search, cross-repo intelligence. Built for dev workflows.

Feature Comparison

FeatureRecallium MiniMeSupermemory
Target AudienceDevelopers & coding workflowsGeneral-purpose memory
MCP NativeBuilt for MCP❌ Generic API
Search MethodHybrid (semantic + keyword)Vector only
Search Precision88% P@1 (industry-leading)70-80% typical
Developer FeaturesCode patterns, file-based search, cross-repoGeneral memory storage
DeploymentSelf-hosted (free)Cloud-based
Privacy100% localCloud storage
PricingFree (unlimited)Usage-based pricing
Advanced FeaturesClustering, insights, pattern detectionBasic memory

Why Developers Choose Recallium

  • MCP-native: Built specifically for AI coding assistants
  • Coding-specific: File-based search, code patterns, cross-repo intelligence
  • Superior search: 88% first-result precision vs typical 70-80%
  • Self-hosted: Full control, no data leaves your machine
  • Free unlimited: No usage-based pricing

When to Choose Supermemory

  • You need general-purpose memory (not coding-specific)
  • You prefer managed cloud hosting
  • You don't use MCP-compatible tools
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