Recallium vs Supermemory
Why developers choose Recallium over Supermemory: MCP-native, coding-specific, hybrid search, cross-repo intelligence. Built for dev workflows.
Feature Comparison
| Feature | Recallium | Supermemory |
|---|---|---|
| Target Audience | Developers & coding workflows | General-purpose memory |
| MCP Native | Built for MCP | ❌ Generic API |
| Search Method | Hybrid (semantic + keyword) | Vector only |
| Search Precision | 88% P@1 (industry-leading) | 70-80% typical |
| Developer Features | Code patterns, file-based search, cross-repo | General memory storage |
| Deployment | Self-hosted (free) | Cloud-based |
| Privacy | 100% local | Cloud storage |
| Pricing | Free (unlimited) | Usage-based pricing |
| Advanced Features | Clustering, insights, pattern detection | Basic 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