Advertise
MCP.so
Sign In

Ragflow MCP Server

@oraichain

Repository

Basic information

Category

Other

License

Apache-2.0

Transports

stdio

Author

oraichain

About Ragflow MCP Server

Simple RAGFlow MCP. Only useful until the RAGFlow team releases the official MCP server

Ragflow MCP Server config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "ragflow-mcp": {
      "command": "uv",
      "args": [
        "venv",
        "--python",
        "3.12"
      ]
    }
  }
}

Ragflow MCP Server tools

Tool list not available yet

This listing does not currently have a tool list to display. This does not mean the server has no tools; check its documentation for supported capabilities.

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is ragflow-mcp?

A simple MCP server for RAGFlow, intended as a temporary solution until the official RAGFlow MCP server is released.

How to use ragflow-mcp?

Install via conda or uv (recommended), then start the MCP server and optionally run the inspector with SERVER_PORT=9000 npx @modelcontextprotocol/inspector for debugging.

Key features of ragflow-mcp

  • Simple integration with RAGFlow via MCP protocol
  • Two installation methods: conda and uv
  • Support for MCP Server Inspector debugging

Use cases of ragflow-mcp

—

Frequently asked questions

1

What is the purpose of ragflow-mcp?

It provides a temporary MCP server for RAGFlow until the official RAGFlow team releases their own MCP server.

2

How do I install ragflow-mcp?

Two methods are available: using conda (create environment, clone repo, install dependencies with pip) or using uv (install uv, clone repo, create virtual environment, install dependencies with uv pip).

3

How do I debug the server?

Start the MCP server, then run the inspector with `SERVER_PORT=9000 npx @modelcontextprotocol/inspector`.

4

What are the runtime requirements?

Python 3.12 is required. No other dependencies are mentioned beyond those in requirements.txt/pyproject.toml.

Comments

More Other MCP servers

Health by Dr Brad

Dr Brad Stanfield

Health by Dr Brad works out a health plan from your own results: which screening is due at your age, and evidence-based suggestions, each with the reason and the published guideline or study behind it. Your record is one

Sequential Thinking

modelcontextprotocol

Model Context Protocol Servers

88.2K

🚀 Model Context Protocol (MCP) Curriculum for Beginners

microsoft

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed for developers, it focuses on practical techniques for building modular, scalable,

16.7K

Activepieces

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

23.2K

DeepMark

DeepMark helps teachers deliver rapid, consistent marking with meaningful feedback for every student — in a fraction of the time. What once took a week, now takes one free period.

Advertise