ragflow — MCP Server by infiniflow

by infiniflow · MCP Server · ★ 79.0k

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About ragflow

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

agentagenticagentic-aiagentic-workflowaicontext-engineeringcontext-retrievaldeep-researchdeepseekdeepseek-r1

Quick Facts

Stars78,955
Forks8,936
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score47.73/100
Open Issues2982
Last Updated2026-04-25
Created2023-12-12
Platformsmcp, 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%)
  • 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%)

ragflow alternative? Top 6 similar tools

Looking for a ragflow alternative? If you're comparing ragflow with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • dify by langgenius · ⭐ 145.2k

    Production-ready platform for agentic workflow development.

  • deer-flow by bytedance · ⭐ 71.2k

    An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes

  • headroom by chopratejas · ⭐ 27.2k

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answer

  • open-webui by open-webui · ⭐ 141.4k

    User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

  • chatgpt-on-wechat by zhayujie · ⭐ 43.0k

    CowAgent是基于大模型的超级AI助理,能主动思考和任务规划、访问操作系统和外部资源、创造和执行Skills、拥有长期记忆并不断成长,比OpenClaw更轻量和便捷。同时支持微信、飞书、钉钉、企微、QQ、公众号、网页

  • FastGPT by labring · ⭐ 28.4k

    FastGPT is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabi

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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 79.0k 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 79.0k stars and 8936 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.

What are the best alternatives to ragflow?

The top alternatives to ragflow on Agent Skills Hub include dify, deer-flow, headroom. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

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