AgentIndex icon
AgentIndex
TrueMemory logo
TrueMemory
★ 382
vs
rtfm logo
rtfm
★ 26

TrueMemory vs rtfm

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.; rtfm: RTFM is a local, open-source retrieval layer that indexes everything in a project (code, docs, PDFs, etc.) so that AI agents can find the right context instantly without hallucinations or cloud costs. It integrates with Claude Code and other MCP clients, supports multiple formats, and provides fast search with progressive disclosure.

01

TL;DR

TrueMemory logo
TrueMemoryRAG / Knowledge Base · ★ 382

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

Read TrueMemory full review →
rtfm logo
rtfmRAG / Knowledge Base · ★ 26

Legal and regulatory document retrieval with support for specialized formats

Read rtfm full review →
02

Side-by-Side Comparison

Field
TrueMemory logoTrueMemory
rtfm logortfm
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 382
★ 26
License
AGPL-3.0
MIT
Install Command
curl -LsSf https://raw.githubusercontent.com/buildingjoshbetter/TrueMemory/main/install.sh | sh
pip install rtfm-ai && cd your-project && rtfm init
Updated
1w ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-memory, ai, ai-agents
ai-agents, claude, claude-code
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.
rtfm logortfm
01Full-text, semantic, and hybrid search with progressive disclosure
02Multi-format indexing with 22 built-in parsers (code, docs, PDFs, etc.)
03Local, free, and open-source (MIT license)
04Knowledge graph with wikilinks and import edges, plus version history
05Seamless MCP integration (native Claude Code plugin and manual install)
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.
rtfm logortfm
↳Legal and regulatory document retrieval with support for specialized formats
↳Research projects combining code, papers, and datasets
↳Any project mixing code with domain-specific documents (FinTech, HealthTech, etc.)
FAQ

FAQ

What is the difference between TrueMemory and rtfm?
Both TrueMemory and rtfm are in the RAG / Knowledge Base category. TrueMemory has 382 stars, while rtfm has 26 stars.
Which is better, TrueMemory or rtfm?
The best choice depends on your use case. Choose TrueMemory if Personal AI assistant that remembers user preferences and history across conversations., and rtfm if Legal and regulatory document retrieval with support for specialized formats.
Is TrueMemory free or open source?
Yes, TrueMemory is open source on GitHub (AGPL-3.0).
Is rtfm free or open source?
Yes, rtfm is open source on GitHub (MIT).
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Related

Alternatives to TrueMemory →Alternatives to rtfm →TrueMemory details →rtfm details →