MaxKB logo
MaxKB
★ 23.0k
vs
compass logo
compass
★ 73

MaxKB vs compass

MaxKB: MaxKB is an open-source platform for building enterprise-grade AI agents with integrated RAG pipelines, workflow orchestration, and MCP tool-use capabilities. It supports direct document upload, automatic web crawling, and multiple embedding models for knowledge base construction. Widely used for intelligent customer service, internal knowledge bases, and academic research applications.; 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

MaxKB logo
MaxKBRAG / Knowledge Base · ★ 23.0k
When to choose:
  • You want an all-in-one knowledge-base and workflow agent platform that starts with a single Docker command and embeds easily into websites.
  • You need broad support for domestic Chinese LLM providers alongside global models for internal enterprise Q&A.
When to skip:
  • You cannot use GPL-3.0 licensed software in your commercial distribution; RAGFlow is Apache-2.0.
  • Your primary bottleneck is extracting complex tables and layouts from messy scanned PDFs; RAGFlow's deep document parser goes further.
compass logo
compassRAG / Knowledge Base · ★ 73

Search across organizational systems for entities and relationships

02

Side-by-Side Comparison

Field
MaxKB logoMaxKB
compass logocompass
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 23.0k
★ 73
License
GPL-3.0
Apache-2.0
Install Command
docker run -d --name=maxkb --restart=always -p 8080:8080 -v ~/.maxkb:/opt/maxkb 1panel/maxkb
git clone https://github.com/raystack/compass.git && cd compass && make
Updated
1d ago
6mo ago
Open Source
Yes
Yes
Tags
RAG, Agent, LLM
ai-agents, context-engine, context-engineering
03

Features

MaxKB logoMaxKB
01RAG pipeline with document upload, web crawling, and automatic chunking
02Visual workflow builder for multi-step agent logic
03MCP tool-use capabilities for connecting to external services
04Supports multiple LLMs and embedding models
05Docker deployment with 1Panel integration for easy self-hosting
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

MaxKB logoMaxKB
↳Building intelligent customer service bots with enterprise knowledge bases
↳Creating internal Q&A systems over company documents and wikis
↳Deploying research assistants with RAG over academic or technical document collections
compass logocompass
↳Search across organizational systems for entities and relationships
↳Explore context and dependencies around any entity
↳Analyze impact of changes across systems
05

Best For

MaxKB logoMaxKB
Most PopularEssentialTrending
compass logocompass
—
FAQ

FAQ

What is the difference between MaxKB and compass?
Both MaxKB and compass are in the RAG / Knowledge Base category. MaxKB has 23.0k stars, while compass has 73 stars.
Which is better, MaxKB or compass?
The best choice depends on your use case. Choose MaxKB if Building intelligent customer service bots with enterprise knowledge bases, and compass if Search across organizational systems for entities and relationships.
Is MaxKB free or open source?
Yes, MaxKB is open source on GitHub (GPL-3.0).
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