MaxKB logo
MaxKB
★ 23.0k
vs
relace-mcp logo
relace-mcp
★ 33

MaxKB vs relace-mcp

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.; relace-mcp: Relace MCP Server is an unofficial project providing AI-powered tools for code editing and intelligent codebase exploration. It integrates with various client IDEs and leverages the Relace API for fast code application and agentic search capabilities.

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.
relace-mcp logo
relace-mcpRAG / Knowledge Base · ★ 33

Automated and precise code localization by natural language queries, overcoming limitations of manual grep.

02

Side-by-Side Comparison

Field
MaxKB logoMaxKB
relace-mcp logorelace-mcp
Category
RAG / Knowledge Base
RAG / Knowledge Base
Stars
★ 23.0k
★ 33
License
GPL-3.0
MIT
Install Command
docker run -d --name=maxkb --restart=always -p 8080:8080 -v ~/.maxkb:/opt/maxkb 1panel/maxkb
uv pip install relace-mcp
Updated
1d ago
2mo ago
Open Source
Yes
Yes
Tags
RAG, Agent, LLM
AI, Code Editing, Code Exploration
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
relace-mcp logorelace-mcp
01Fast Apply: Apply code edits at 10,000+ tokens/sec via Relace API
02Agentic Search: Codebase exploration using natural language queries
03Agentic Retrieval: Two-stage semantic and agentic code retrieval
04Cloud Search: Semantic code search over cloud-synced repositories
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
relace-mcp logorelace-mcp
↳Automated and precise code localization by natural language queries, overcoming limitations of manual grep.
↳Intelligent code edits that trace imports and call chains to prevent breaking changes across the codebase.
↳Efficient code modification by describing changes without needing line numbers, reducing token usage compared to full rewrites.
↳High-speed application and merging of code changes, supporting rates over 10,000 tokens/sec.
05

Best For

MaxKB logoMaxKB
Most PopularEssentialTrending
relace-mcp logorelace-mcp
—
FAQ

FAQ

What is the difference between MaxKB and relace-mcp?
Both MaxKB and relace-mcp are in the RAG / Knowledge Base category. MaxKB has 23.0k stars, while relace-mcp has 33 stars.
Which is better, MaxKB or relace-mcp?
The best choice depends on your use case. Choose MaxKB if Building intelligent customer service bots with enterprise knowledge bases, and relace-mcp if Automated and precise code localization by natural language queries, overcoming limitations of manual grep..
Is MaxKB free or open source?
Yes, MaxKB is open source on GitHub (GPL-3.0).
Is relace-mcp free or open source?
Yes, relace-mcp is open source on GitHub (MIT).
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