ragflow

Q: What is ragflow?

ragflow is RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs. It is categorized as a MCP Server with 87.1k GitHub stars.

Q: What programming language is ragflow written in?

ragflow is primarily written in Python. It covers topics such as agent, agentic, agentic-ai.

Q: How do I install or use ragflow?

You can find installation instructions and usage details in the ragflow GitHub repository at github.com/infiniflow/ragflow. The project has 87.1k stars and 10234 forks, indicating an active community.

Q: What license does ragflow use?

ragflow is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

by infiniflow · MCP Server · ★ 87.1k

About ragflow

<img alt="Static Badge" src="https://img.shields.io/badge/Online

agent agentic agentic-ai agentic-workflow ai context-engineering context-retrieval deep-research deepseek deepseek-r1

Quick Facts

Stars	87,089
Forks	10,234
Language	Python
Category	MCP Server
License	Apache-2.0
Quality Score	63.2631773617152/100
Open Issues	1889
Last Updated	2026-08-08
Created	2023-12-12
Platforms	mcp, python
Est. Tokens	~7653k

Compatible Skills

These tools work well together with ragflow for enhanced workflows:

PocketFlow — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
BRAD-Video — semantic(0.47)+complementary+rare_topics+same_lang+shared_platform (56%)
AI-Lawyer-RAG-with-Deepseek — semantic(0.33)+complementary+rare_topics+same_lang+shared_platform (55%)
arag — semantic(0.41)+complementary+rare_topics+same_lang+shared_platform (54%)
local-deep-research — semantic(0.22)+complementary+rare_topics+same_lang+shared_platform (52%)

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Frequently Asked Questions

What is ragflow?

ragflow is RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs. It is categorized as a MCP Server with 87.1k GitHub stars.

What programming language is ragflow written in?

ragflow is primarily written in Python. It covers topics such as agent, agentic, agentic-ai.

How do I install or use ragflow?

You can find installation instructions and usage details in the ragflow GitHub repository at github.com/infiniflow/ragflow. The project has 87.1k stars and 10234 forks, indicating an active community.

What license does ragflow use?

ragflow is released under the Apache-2.0 license, making it free to use and modify according to the license terms.

View on GitHub → Browse MCP Server tools