AgentIndex icon
AgentIndex
atlas-mcp-server logo
atlas-mcp-server
★ 478
vs
memex logo
memex
★ 144

atlas-mcp-server vs memex

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.; memex: memex provides persistent memory for AI coding agents using atomic knowledge cards with bidirectional links. It stores insights from each session and recalls relevant cards before starting new tasks, enabling agents to build on previous knowledge. No vector database or embeddings needed—just markdown files.

01

TL;DR

atlas-mcp-server logo
atlas-mcp-serverRAG / Knowledge Base · ★ 478

AI-driven project execution and coordination via LLM agents.

Read atlas-mcp-server full review →
memex logo
memexRAG / Knowledge Base · ★ 144

AI coding agents maintaining context across sessions

Read memex full review →
02

Side-by-Side Comparison

Field
atlas-mcp-server logoatlas-mcp-server
memex logomemex
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 478
★ 144
License
Apache-2.0
MIT
Install Command
npm install
git clone https://github.com/iamtouchskyer/memex.git
Updated
1y ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
LLM Agents, Task Management, Project Management
agent-memory, ai-agent, ai-coding
03

Features

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
memex logomemex
01Persistent cross-session memory for AI agents
02Atomic knowledge cards with bidirectional links
03Cross-platform sharing across editors
04No vector database or embeddings required
05Visual timeline and graph view UI
04

Use Cases

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.
memex logomemex
↳AI coding agents maintaining context across sessions
↳Developers browsing and managing agent memory
↳Cross-platform knowledge sharing among different AI coding tools
FAQ

FAQ

What is the difference between atlas-mcp-server and memex?
Both atlas-mcp-server and memex are in the RAG / Knowledge Base category. atlas-mcp-server has 478 stars, while memex has 144 stars.
Which is better, atlas-mcp-server or memex?
The best choice depends on your use case. Choose atlas-mcp-server if AI-driven project execution and coordination via LLM agents., and memex if AI coding agents maintaining context across sessions.
Is atlas-mcp-server free or open source?
Yes, atlas-mcp-server is open source on GitHub (Apache-2.0).
Is memex free or open source?
Yes, memex is open source on GitHub (MIT).
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