AgentIndex icon
AgentIndex
TrueMemory logo
TrueMemory
★ 381
vs
atlas-mcp-server logo
atlas-mcp-server
★ 477

TrueMemory vs atlas-mcp-server

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.; atlas-mcp-server: ATLAS (Adaptive Task & Logic Automation System) is an MCP server designed for LLM Agents to manage projects, tasks, and knowledge. It utilizes a 3-node architecture (Projects, Tasks, Knowledge) and a Neo4j graph database to provide comprehensive management capabilities and standardized communication.

01

TL;DR

TrueMemory logo
TrueMemoryRAG / Knowledge Base · ★ 381

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

Read TrueMemory full review →
atlas-mcp-server logo
atlas-mcp-serverRAG / Knowledge Base · ★ 477

AI-driven project execution and coordination via LLM agents.

Read atlas-mcp-server full review →
02

Side-by-Side Comparison

Field
TrueMemory logoTrueMemory
atlas-mcp-server logoatlas-mcp-server
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 381
★ 477
License
AGPL-3.0
Apache-2.0
Install Command
curl -LsSf https://raw.githubusercontent.com/buildingjoshbetter/TrueMemory/main/install.sh | sh
npm install
Updated
1w ago
1y ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-memory, ai, ai-agents
LLM Agents, Task Management, Project Management
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.
atlas-mcp-server logoatlas-mcp-server
01Comprehensive Project Tracking and Dependency Handling
02Full Task Lifecycle Management with Prioritization and Dependencies
03Structured Knowledge Repository with Domain Categorization and Citations
04Native Graph Database Integration using Neo4j for Robust Relationships and Scalability
05Unified Cross-Entity Search for Projects, Tasks, and Knowledge
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.
atlas-mcp-server logoatlas-mcp-server
↳AI-driven project execution and coordination via LLM agents.
↳Automated management of development tasks and workflows by AI.
↳Centralized knowledge base creation and retrieval for intelligent systems.
FAQ

FAQ

What is the difference between TrueMemory and atlas-mcp-server?
Both TrueMemory and atlas-mcp-server are in the RAG / Knowledge Base category. TrueMemory has 381 stars, while atlas-mcp-server has 477 stars.
Which is better, TrueMemory or atlas-mcp-server?
The best choice depends on your use case. Choose TrueMemory if Personal AI assistant that remembers user preferences and history across conversations., and atlas-mcp-server if AI-driven project execution and coordination via LLM agents..
Is TrueMemory free or open source?
Yes, TrueMemory is open source on GitHub (AGPL-3.0).
Is atlas-mcp-server free or open source?
Yes, atlas-mcp-server is open source on GitHub (Apache-2.0).
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Related

Alternatives to TrueMemory →Alternatives to atlas-mcp-server →TrueMemory details →atlas-mcp-server details →