AgentIndex icon
AgentIndex
atlas-mcp-server logo
atlas-mcp-server
★ 478
vs
ClawMem logo
ClawMem
★ 212

atlas-mcp-server vs ClawMem

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.; ClawMem: ClawMem is a local context engine providing retrieval-augmented memory for AI agents like Claude Code, OpenClaw, and Hermes. It combines multiple retrieval and scoring techniques (BM25, vector search, intent classification, graph traversal) to surface relevant context. It integrates via hooks, MCP server, or plugins, and shares a single SQLite vault across runtimes.

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 →
ClawMem logo
ClawMemRAG / Knowledge Base · ★ 212

Persistent memory for AI coding assistants across sessions

Read ClawMem full review →
02

Side-by-Side Comparison

Field
atlas-mcp-server logoatlas-mcp-server
ClawMem logoClawMem
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 478
★ 212
License
Apache-2.0
MIT
Install Command
npm install
npm install -g clawmem
Updated
1y ago
3d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
LLM Agents, Task Management, Project Management
ai-agent-memory, ai-agents, bun
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
ClawMem logoClawMem
01Retrieval-augmented memory with hybrid search (BM25 + vector + reranking)
02Self-evolving memory notes (A-MEM)
03Local, no cloud dependencies
04Multi-framework integration (Claude Code, OpenClaw, Hermes, MCP)
05Intelligent context surfacing and lifecycle management
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.
ClawMem logoClawMem
↳Persistent memory for AI coding assistants across sessions
↳Context-aware development with project-specific knowledge
↳Multi-agent shared memory for collaborative AI workflows
FAQ

FAQ

What is the difference between atlas-mcp-server and ClawMem?
Both atlas-mcp-server and ClawMem are in the RAG / Knowledge Base category. atlas-mcp-server has 478 stars, while ClawMem has 212 stars.
Which is better, atlas-mcp-server or ClawMem?
The best choice depends on your use case. Choose atlas-mcp-server if AI-driven project execution and coordination via LLM agents., and ClawMem if Persistent memory for AI coding assistants across sessions.
Is atlas-mcp-server free or open source?
Yes, atlas-mcp-server is open source on GitHub (Apache-2.0).
Is ClawMem free or open source?
Yes, ClawMem is open source on GitHub (MIT).
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