Knowledge Graph
Provides an MCP server enabling AI assistants to directly access and query a German family business knowledge graph database.
About
KnowledgeGraph-MCP is a specialized Model Context Protocol (MCP) server designed to empower AI assistants like Claude, Cursor, and Cline with direct access to a comprehensive knowledge graph focused on German family businesses. It leverages Neo4j to store structured knowledge, facilitating complex relational queries and semantic searches. This tool offers domain-specific expertise, allowing AI to naturally construct Cypher queries, and provides a structured, hierarchical organization of knowledge related to enterprise management, innovation, succession, and more, making it an indispensable resource for AI-driven insights into this niche domain.
Key Features
- Vertical domain specialization for German family businesses
- Intelligent query support allowing AI to construct Cypher statements
- Structured knowledge graph for hierarchical organization of enterprise knowledge
- Plug-and-play integration with existing AI workflows
- Secure read-only access to prevent accidental data modification
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Use Cases
- Enabling AI to understand database schema and construct complex Cypher queries
- Facilitating AI-driven semantic search and exploration of enterprise management, innovation, and succession knowledge
- Empowering AI assistants with specialized knowledge access on German family businesses