AgentIndex icon
AgentIndex
atlas-mcp-server logo
atlas-mcp-server
★ 478
vs
compass logo
compass
★ 73

atlas-mcp-server vs compass

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.; compass: Compass is a context engine that builds a temporal knowledge graph connecting entities, relationships, and documents across systems. It provides AI-native capabilities, hybrid search, impact analysis, and an open type system. It can be used to query and traverse organizational knowledge for humans and AI agents.

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 →
compass logo
compassRAG / Knowledge Base · ★ 73

Search across organizational systems for entities and relationships

Read compass full review →
02

Side-by-Side Comparison

Field
atlas-mcp-server logoatlas-mcp-server
compass logocompass
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 478
★ 73
License
Apache-2.0
Apache-2.0
Install Command
npm install
git clone https://github.com/raystack/compass.git && cd compass && make
Updated
1y ago
6mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
LLM Agents, Task Management, Project Management
ai-agents, context-engine, context-engineering
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
compass logocompass
01AI-Native: Composable MCP tools for AI agent interaction
02Knowledge Graph: Typed, directed, temporal relationships
03Context Assembly: Multi-hop bidirectional traversal
04Impact Analysis: Blast radius analysis
05Hybrid Search: Keyword and semantic search
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.
compass logocompass
↳Search across organizational systems for entities and relationships
↳Explore context and dependencies around any entity
↳Analyze impact of changes across systems
FAQ

FAQ

What is the difference between atlas-mcp-server and compass?
Both atlas-mcp-server and compass are in the RAG / Knowledge Base category. atlas-mcp-server has 478 stars, while compass has 73 stars.
Which is better, atlas-mcp-server or compass?
The best choice depends on your use case. Choose atlas-mcp-server if AI-driven project execution and coordination via LLM agents., and compass if Search across organizational systems for entities and relationships.
Is atlas-mcp-server free or open source?
Yes, atlas-mcp-server is open source on GitHub (Apache-2.0).
Is compass free or open source?
Yes, compass is open source on GitHub (Apache-2.0).
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
→

Related

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