# RAGFlow MCP Server

> Use this tool when you need to manage knowledge bases and perform semantic retrieval tasks, solving problems related to data organization and information retrieval. It provides a comprehensive interface for dataset, document, chunk, chat, and graph operations through the RAGFlow API. Ideal for applications requiring advanced data management and retrieval capabilities, such as question answering and knowledge graph construction.

Canonical page: https://skillsregistry.net/skills/juxsta-ragflow-mcp  
JSON: https://api.skillsregistry.net/v1/skills/juxsta-ragflow-mcp

## Description

Enables semantic retrieval and knowledge base management through the RAGFlow API, including dataset, document, chunk, chat, and graph operations.

## Trust

- **Trust score (0–1):** 0.43
- **Verification tier:** scanned
- **Last scanned:** 2026-08-31

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** file-system
- **Updated:** 2026-08-31

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/u6glf6a36y)
- **Repository:** <https://github.com/Juxsta/ragflow-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "juxsta-ragflow-mcp"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/juxsta-ragflow-mcp` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/juxsta-ragflow-mcp/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt