AgentIndex icon
AgentIndex
Mnemolis logo
Mnemolis
★ 20
vs
MaxKB logo
MaxKB
★ 23.0k

Mnemolis vs MaxKB

Mnemolis: Mnemolis is a unified local knowledge search API designed for self-hosted homelabs, routing queries to various internal backends like offline knowledge bases, weather forecasts, RSS feeds, and smart home states via a single endpoint. It offers both REST and MCP APIs, enabling natural language queries across diverse data sources entirely within your private infrastructure without sending data to third parties.; 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.

01

TL;DR

Mnemolis logo
MnemolisRAG / Knowledge Base · ★ 20

Querying your self-hosted Wikipedia (Kiwix) with natural language.

Read Mnemolis full review →
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.
Read MaxKB full review →
02

Side-by-Side Comparison

Field
Mnemolis logoMnemolis
MaxKB logoMaxKB
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 20
★ 23.0k
License
MIT
GPL-3.0
Install Command
git clone https://github.com/immortalbob/Mnemolis && cd Mnemolis && docker network create mnemo-net && cp docker-compose.example.yml docker-compose.yml && docker compose up -d
docker run -d --name=maxkb --restart=always -p 8080:8080 -v ~/.maxkb:/opt/maxkb 1panel/maxkb
Updated
1w ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
Local Knowledge Base, API Gateway, Docker
RAG, Agent, LLM
03

Features

Mnemolis logoMnemolis
01Unified API for various local knowledge sources (Kiwix, RSS, Weather, Home Assistant, Uptime Kuma, SearXNG).
02LLM-assisted intelligent routing, source selection, and query expansion.
03Multi-source concurrent query fusion and result merging.
04Snapshot engine to detect and report changes across services (outages, weather shifts, new headlines).
05Local-first and privacy-preserving design, with all major backends self-hosted.
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
04

Use Cases

Mnemolis logoMnemolis
↳Querying your self-hosted Wikipedia (Kiwix) with natural language.
↳Getting a combined summary of homelab service status and local weather conditions.
↳Asking about recent news from your private RSS feeds or current Home Assistant entity states.
↳Integrating with LLM clients like Claude Desktop or Open WebUI for enhanced conversational AI in a homelab.
↳Detecting and querying significant changes in your homelab environment, like service outages or temperature shifts.
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
05

Best For

Mnemolis logoMnemolis
—
MaxKB logoMaxKB
Most PopularEssentialTrending
FAQ

FAQ

What is the difference between Mnemolis and MaxKB?
Both Mnemolis and MaxKB are in the RAG / Knowledge Base category. Mnemolis has 20 stars, while MaxKB has 23.0k stars.
Which is better, Mnemolis or MaxKB?
The best choice depends on your use case. Choose Mnemolis if Querying your self-hosted Wikipedia (Kiwix) with natural language., and MaxKB if Building intelligent customer service bots with enterprise knowledge bases.
Is Mnemolis free or open source?
Yes, Mnemolis is open source on GitHub (MIT).
Is MaxKB free or open source?
Yes, MaxKB is open source on GitHub (GPL-3.0).
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