AgentIndex icon
AgentIndex
MaxKB logo
MaxKB
★ 23.0k
vs
floop logo
floop
★ 26

MaxKB vs floop

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.; floop: floop provides persistent memory for AI coding agents, allowing them to learn from corrections and maintain consistency across sessions. It extracts reusable behaviors from your feedback and activates them contextually using spreading activation, much like how the brain retrieves memories.

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.
Read MaxKB full review →
floop logo
floopRAG / Knowledge Base · ★ 26

Teach an AI agent new behaviors or corrections based on its mistakes.

Read floop full review →
02

Side-by-Side Comparison

Field
MaxKB logoMaxKB
floop logofloop
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 23.0k
★ 26
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
go install github.com/nvandessel/feedback-loop/cmd/floop@latest
Updated
1d ago
2mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
RAG, Agent, LLM
AI Agents, Persistent Memory, Feedback Loop
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
floop logofloop
01Learns from user corrections to build durable behaviors.
02Activates behaviors based on file type, task, and semantic relevance.
03Uses graph-based memory retrieval inspired by cognitive science (spreading activation).
04Optimizes context injection to stay within token limits.
05Offers a comprehensive CLI with JSON output for agent consumption.
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
floop logofloop
↳Teach an AI agent new behaviors or corrections based on its mistakes.
↳Manage and inspect the stored behaviors and their relationships.
↳Integrate with AI coding tools (e.g., Claude Code, Cursor) to provide dynamic context.
↳Generate context-aware prompts for AI agents based on the current project and task.
05

Best For

MaxKB logoMaxKB
Most PopularEssentialTrending
floop logofloop
—
FAQ

FAQ

What is the difference between MaxKB and floop?
Both MaxKB and floop are in the RAG / Knowledge Base category. MaxKB has 23.0k stars, while floop has 26 stars.
Which is better, MaxKB or floop?
The best choice depends on your use case. Choose MaxKB if Building intelligent customer service bots with enterprise knowledge bases, and floop if Teach an AI agent new behaviors or corrections based on its mistakes..
Is MaxKB free or open source?
Yes, MaxKB is open source on GitHub (GPL-3.0).
Is floop free or open source?
Yes, floop is open source on GitHub (Apache-2.0).
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