MemoryAtlas

Hybrid BM25 + vector + rerank → exact-token recall semantic search misses.

Storage
Cloud only
Retrieval
Hybrid BM25 + vector search with reranking for exact-token recall across 7 memory types.
Self-host
Managed only
License
OSS*
Pricing
~$20/mo, paid only (no free tier) · Paid
GitHub stars
34
Last release
Last commit
2026-06-12
First catalogued
2026-06-28

Strengths

  • Great for codes/IDs/error strings
  • 7 memory types

Watch out

  • Only option with no free tier and no real self-host

Best for

  • Agents needing lossless recall — full chronology, no semantic-search step
  • Codes / IDs / error strings and preference-recall-heavy apps

Benchmark results

BenchmarkValueBackboneTrustSource
longmemeval79 accuracygpt-5.4Self-reportedRetainDB

Sources

Last verified 2026-06-28 · updated by refresh-framework-cards