AgentIndex icon
AgentIndex
iai-mcp logo
iai-mcp
★ 911
vs
atlas-mcp-server logo
atlas-mcp-server
★ 478

iai-mcp vs atlas-mcp-server

iai-mcp: IAI-MCP is a local memory layer for MCP-compatible AI assistants. It captures every conversation turn verbatim, organizes them over time, and serves relevant memories at the start of new sessions. All data is encrypted locally with AES-256-GCM and never leaves your machine.; 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

iai-mcp logo
iai-mcpRAG / Knowledge Base · ★ 911

Provide long-term memory for Claude Code, Codex CLI, and other MCP assistants

Read iai-mcp full review →
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 →
02

Side-by-Side Comparison

Field
iai-mcp logoiai-mcp
atlas-mcp-server logoatlas-mcp-server
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 911
★ 478
License
MIT
Apache-2.0
Install Command
git clone https://github.com/CodeAbra/iai-mcp.git && cd iai-mcp && bash scripts/install.sh
npm install
Updated
1d ago
1y ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai-agents, ai-memory, claude
LLM Agents, Task Management, Project Management
03

Features

iai-mcp logoiai-mcp
01Ambient capture of all conversation turns with timestamps and metadata
02Automatic recall of relevant memories at session start
03Fully local, no telemetry or cloud dependency
04Encrypted at rest with AES-256-GCM
05Verbatim recall >=99% at 10k episodes
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

iai-mcp logoiai-mcp
↳Provide long-term memory for Claude Code, Codex CLI, and other MCP assistants
↳Eliminate the need to repeat context across sessions
↳Personalize AI assistant behavior over time based on past interactions
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.
05

Best For

iai-mcp logoiai-mcp
Trending
atlas-mcp-server logoatlas-mcp-server
—
FAQ

FAQ

What is the difference between iai-mcp and atlas-mcp-server?
Both iai-mcp and atlas-mcp-server are in the RAG / Knowledge Base category. iai-mcp has 911 stars, while atlas-mcp-server has 478 stars.
Which is better, iai-mcp or atlas-mcp-server?
The best choice depends on your use case. Choose iai-mcp if Provide long-term memory for Claude Code, Codex CLI, and other MCP assistants, and atlas-mcp-server if AI-driven project execution and coordination via LLM agents..
Is iai-mcp free or open source?
Yes, iai-mcp is open source on GitHub (MIT).
Is atlas-mcp-server free or open source?
Yes, atlas-mcp-server is open source on GitHub (Apache-2.0).
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