Persistent memory engine · v2.17.1

Your agent remembers, across every session.

Perseus Vault is a local, encrypted memory server for AI agents. Facts, decisions, and context persist in SQLite on your machine: searchable by keyword and meaning, decaying by confidence, never leaving your control.

$ docker pull ghcr.io/perseus-computing-llc/perseus-vault:2.17.1
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55
MCP tools
AES-256
GCM encryption at rest
FTS5 + vec
Hybrid search
0
Cloud dependencies
What it does

Memory that's layered, searchable, and yours.

Hybrid recall

FTS5 keyword search and vector similarity in one query: exact matches and semantic neighbors, ranked together.

Encrypted at rest

AES-256-GCM on a local SQLite store. Your memory never leaves the machine: no cloud, no account, no telemetry.

Confidence decay

Memories age. Stale facts lose confidence over time and fresh ones surface first. Recall stays relevant, not cluttered.

55 MCP tools

A full Model Context Protocol surface (store, recall, link, forget, and reflect), usable by any MCP-aware assistant.

How memory works

One local store. Layered by recency and confidence.

Every memory is written to an encrypted SQLite file with an embedding and a confidence score. On recall, Perseus Vault blends keyword and vector hits, weights them by freshness, and returns a compact, ranked set: the same shape your assistant already reads.

perseus-vault recall "deploy"
 staging = eu-west-2/stg-a  conf 0.98
 deploy via ./scripts/deploy.sh  conf 0.95
 helm chart v0.4.1  conf 0.91
▸ old: helm v0.3  conf 0.22 (decayed)

 3 memories · 7ms · FTS5+vector
Compose, don't replace

Perseus Vault remembers. Perseus compiles.

Point Perseus at your Perseus Vault store and your assistant opens with both live environment state and durable memory, resolved into one byte-stable file. Two single-binary tools, one build-pair.

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Local-first memory in 60 seconds.

Install the server, point your assistant at it. Everything stays encrypted on your machine.

MIT licensed AES-256-GCM 0 cloud dependencies v2.17.1 NVIDIA Inception Member