MaxKB
★ 23.1k
vs
MiroThinker
★ 8.4k
MaxKB vs MiroThinker
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.; MiroThinker: MiroThinker is an open-source deep research agent optimized for research and prediction, achieving leading performance on challenging benchmarks like GAIA. It advances tool-augmented reasoning through interactive scaling, handling deep and frequent agent-environment interactions.
01
TL;DR
MaxKBRAG / Knowledge Base · ★ 23.1k
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.
MiroThinkerRAG / Knowledge Base · ★ 8.4k
When to choose:
- You want open-weights research-agent models (30B and 235B, 256K context) trained specifically for up to 400 tool calls per task.
- You are researching or fine-tuning tool-use agents and want the MiroFlow harness, reproducible GAIA/HLE benchmarks, and the 147k-sample MiroVerse dataset.
When to skip:
- You do not have multi-GPU infrastructure to host 30B/235B models and just want an off-the-shelf research app using commercial APIs; use GPT Researcher.
- You want a document RAG platform for enterprise PDFs rather than an open-weights research model; use RAGFlow or MaxKB.
02
Side-by-Side Comparison
Field
MaxKBMiroThinkerCategory
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 23.1k
★ 8.4k
License
GPL-3.0
MIT
Install Command
docker run -d --name=maxkb --restart=always -p 8080:8080 -v ~/.maxkb:/opt/maxkb 1panel/maxkb
git clone https://github.com/MiroMindAI/MiroThinker
Updated
1d ago
3mo ago
Open Source
Yes
Yes
Tags
RAG, Agent, LLM
Deep Research Agent, LLM Agent, Tool Use
03
Features
MaxKB01RAG 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
MiroThinker01Supports a 256K context window for long-horizon reasoning.
02Handles hundreds of tool calls per task, enabling deep multi-step analysis.
03Available in multiple parameter scales (from 8B to 235B) to suit diverse compute budgets.
04Provides a fully open-source agent framework for complete transparency.
05Integrates a comprehensive benchmark suite for extensive evaluation and performance tracking.
04
Use Cases
MaxKB↳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
MiroThinker↳Deep research and information retrieval.
↳Complex prediction tasks, including financial forecasting.
↳Tool-augmented reasoning and multi-step problem solving.
05
Best For
MaxKBMost PopularEssentialTrending
MiroThinker—
FAQ
FAQ
What is the difference between MaxKB and MiroThinker?
Both MaxKB and MiroThinker are in the RAG / Knowledge Base category. MaxKB has 23.1k stars, while MiroThinker has 8.4k stars.
Which is better, MaxKB or MiroThinker?
The best choice depends on your use case. Choose MaxKB if Building intelligent customer service bots with enterprise knowledge bases, and MiroThinker if Deep research and information retrieval..
Is MaxKB free or open source?
Yes, MaxKB is open source on GitHub (GPL-3.0).
Is MiroThinker free or open source?
Yes, MiroThinker is open source on GitHub (MIT).
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