Memory & Knowledge comparison

Best Open-Source Memory & Knowledge: ReMe vs Vespa

A data-backed comparison of the top two memory & knowledge on HVTracker, built from public trust signals rather than stars alone.

July 6, 2026 · 4 min read · Data updated 2026-08-29 03:32 UTC

Short answer: ReMe currently leads Vespa on HVTracker's evidence-weighted trust score: 88.2 vs 87.9/100. This is not a popularity ranking; it combines supply-chain safety, identity/provenance, transparency, maintenance, and adoption signals.

ReMe

88.2
#24 overall · #1 in Memory & Knowledge · Grade A

ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.

Repositoryagentscope-ai/ReMe
Stars3.4k
Last push2026-08-28
Weekly commits74
Weekly downloads46,046

Vespa

87.9
#25 overall · #2 in Memory & Knowledge · Grade A

The AI search platform

Repositoryvespa-engine/vespa
Stars7.1k
Last push2026-08-28
Weekly commits592
Weekly downloads2,314,073

ReMe vs Vespa: trust signal breakdown

Both projects are tracked in the Memory & Knowledge category, but they do not expose the same evidence. The table below compares the public signals that feed HVTrust.

SignalReMeVespa
HVTrust score88.287.9
Safety / Integrity20.4/2518.5/25
Identity / Provenance18.0/1818.0/18
Transparency13.9/1714.1/17
Maintenance19.4/2019.9/20
Adoption14.7/2017.7/20
OSSF Scorecard6.36.6
Signed commits100%56%
Package provenanceVerifiedVerified

Which one should you evaluate first?

If your priority is the most verifiable trust profile today, start with ReMe. It has the stronger current HVTrust score and ranks higher in Memory & Knowledge. If your use case depends on a specific runtime, language, license, or integration model, use the individual profiles rather than the headline score alone.

For production use, the practical checklist is: inspect the security policy, confirm package provenance or release signing where available, review recent maintenance cadence, and compare the exact trust breakdown. HVTracker is meant to reduce the first-pass research burden, not replace your own risk review.