# German Family Business Knowledge Graph MCP Server

> Use this tool when you need to access structured knowledge about German family businesses, query complex relationships, or perform semantic searches. It solves problems related to information retrieval, entity disambiguation, and network analysis in the context of German family businesses. The tool takes in queries and returns relevant data through a Neo4j graph database interface.

Canonical page: https://skillsregistry.net/skills/guangxiangdebizi-knowledgegraph-mcp  
JSON: https://api.skillsregistry.net/v1/skills/guangxiangdebizi-knowledgegraph-mcp

## Description

An MCP server that enables AI assistants to query and access structured knowledge about German family businesses through a Neo4j graph database, supporting complex relationship queries and semantic searches.

## Trust

- **Trust score (0–1):** 0.90
- **Verification tier:** verified
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-19

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/blw6jhda2s)
- **Repository:** <https://github.com/guangxiangdebizi/KnowledgeGraph-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": "guangxiangdebizi-knowledgegraph-mcp"
    }
  }
}
```

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