README.md
Knowledge graph MCP server integrating Graphiti and the ACE framework
A knowledge graph MCP server that integrates Graphiti and the ACE framework for conversational management of Neo4j-based entities and relationships. It enables AI agents to perform semantic searches, manage data isolation, and utilize automatic learning strategies.
Environment Variables
NEO4J_URIrequiredThe URI for the Neo4j database connectionNEO4J_USERNAMErequiredUsername for Neo4j authenticationNEO4J_PASSWORDrequiredPassword for Neo4j authenticationConfiguration
claude_desktop_config.json
{"mcpServers":{"grace-mcp":{"command":"npx","args":["-y","grace-mcp"],"env":{"NEO4J_URI":"bolt://localhost:7687","NEO4J_USERNAME":"neo4j","NEO4J_PASSWORD":"password"}}}}Try it
→Search the knowledge graph for entities related to the ACE framework.
→Create a new relationship between the existing entities in my Neo4j database.
→Perform a semantic search to find isolated data clusters in the graph.
→Apply automatic learning strategies to update the current knowledge graph state.