TrueMemory logo
TrueMemory
★ 382
vs
swarmvault logo
swarmvault
★ 729

TrueMemory vs swarmvault

TrueMemory: TrueMemory is a neuroscience-inspired persistent memory system for AI agents. It achieves state-of-the-art scores on LoCoMo, LongMemEval, and BEAM benchmarks while running entirely offline on a single SQLite file. The six-layer retrieval pipeline with an encoding gate filters noise and stores only meaningful information.; swarmvault: SwarmVault turns raw files, URLs, and code into a persistent knowledge vault. Instead of losing work inside chat history, you get a markdown wiki, a knowledge graph, local search, and reviewable artifacts that stay on disk. It treats the vault itself as the product, writing durable artifacts you can inspect, diff, and keep improving.

01

TL;DR

TrueMemory logo
TrueMemoryRAG / Knowledge Base · ★ 382

Personal AI assistant that remembers user preferences and history across conversations.

swarmvault logo
swarmvaultRAG / Knowledge Base · ★ 729

Repository ingestion and graph reports

02

Side-by-Side Comparison

Field
TrueMemory logoTrueMemory
swarmvault logoswarmvault
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 382
★ 729
License
AGPL-3.0
MIT
Install Command
curl -LsSf https://raw.githubusercontent.com/buildingjoshbetter/TrueMemory/main/install.sh | sh
npm install -g @swarmvaultai/cli
Updated
1w ago
3mo ago
Open Source
Yes
Yes
Tags
agent-memory, ai, ai-agents
claude-code, claude-skills, codex
03

Features

TrueMemory logoTrueMemory
01Remembers everything across sessions – facts, preferences, decisions, corrections.
02State-of-the-art benchmark scores: 93.0% on LoCoMo, 92.0% on LongMemEval, 76.6% on BEAM-1M.
03Runs locally on a single SQLite file – zero cloud, zero API keys for Edge and Base tiers.
04Neuroscience-inspired architecture with six retrieval layers and an encoding gate.
05Works with Claude Code and Claude Desktop via pre-built lifecycle hooks.
swarmvault logoswarmvault
01Knowledge graph with provenance
02Schema-guided compilation
03Save-first queries
04Reviewable changes
0512+ LLM providers
04

Use Cases

TrueMemory logoTrueMemory
↳Personal AI assistant that remembers user preferences and history across conversations.
↳Developer tool that maintains context across long coding sessions.
↳Research and simulation where agents need long-horizon memory.
swarmvault logoswarmvault
↳Repository ingestion and graph reports
↳Research-aware capture with normalized metadata
↳Mixed corpus compilation, review, and save-first output
FAQ

FAQ

What is the difference between TrueMemory and swarmvault?
Both TrueMemory and swarmvault are in the RAG / Knowledge Base category. TrueMemory has 382 stars, while swarmvault has 729 stars.
Which is better, TrueMemory or swarmvault?
The best choice depends on your use case. Choose TrueMemory if Personal AI assistant that remembers user preferences and history across conversations., and swarmvault if Repository ingestion and graph reports.
Is TrueMemory free or open source?
Yes, TrueMemory is open source on GitHub (AGPL-3.0).
Is swarmvault free or open source?
Yes, swarmvault is open source on GitHub (MIT).
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