{
    "type": "stdio",
    "command": "npx",
    "args": [
        "-y",
        "@modelcontextprotocol/server-memory"
    ],
    "tools": [
        {
        "name": "create_entities",
        "description": "Create multiple new entities in the knowledge graph",
        "inputSchema": {
            "type": "object",
            "properties": {
            "entities": {
                "type": "array",
                "items": {
                "type": "object",
                "properties": {
                    "name": {
                    "type": "string",
                    "description": "The name of the entity"
                    },
                    "entityType": {
                    "type": "string",
                    "description": "The type of the entity"
                    },
                    "observations": {
                    "type": "array",
                    "items": {
                        "type": "string"
                    },
                    "description": "An array of observation contents associated with the entity"
                    }
                },
                "required": [
                    "name",
                    "entityType",
                    "observations"
                ],
                "additionalProperties": false
                }
            }
            },
            "required": [
            "entities"
            ],
            "additionalProperties": false
        }
        },
        {
        "name": "create_relations",
        "description": "Create multiple new relations between entities in the knowledge graph. Relations should be in active voice",
        "inputSchema": {
            "type": "object",
            "properties": {
            "relations": {
                "type": "array",
                "items": {
                "type": "object",
                "properties": {
                    "from": {
                    "type": "string",
                    "description": "The name of the entity where the relation starts"
                    },
                    "to": {
                    "type": "string",
                    "description": "The name of the entity where the relation ends"
                    },
                    "relationType": {
                    "type": "string",
                    "description": "The type of the relation"
                    }
                },
                "required": [
                    "from",
                    "to",
                    "relationType"
                ],
                "additionalProperties": false
                }
            }
            },
            "required": [
            "relations"
            ],
            "additionalProperties": false
        }
        },
        {
        "name": "add_observations",
        "description": "Add new observations to existing entities in the knowledge graph",
        "inputSchema": {
            "type": "object",
            "properties": {
            "observations": {
                "type": "array",
                "items": {
                "type": "object",
                "properties": {
                    "entityName": {
                    "type": "string",
                    "description": "The name of the entity to add the observations to"
                    },
                    "contents": {
                    "type": "array",
                    "items": {
                        "type": "string"
                    },
                    "description": "An array of observation contents to add"
                    }
                },
                "required": [
                    "entityName",
                    "contents"
                ],
                "additionalProperties": false
                }
            }
            },
            "required": [
            "observations"
            ],
            "additionalProperties": false
        }
        },
        {
        "name": "delete_entities",
        "description": "Delete multiple entities and their associated relations from the knowledge graph",
        "inputSchema": {
            "type": "object",
            "properties": {
            "entityNames": {
                "type": "array",
                "items": {
                "type": "string"
                },
                "description": "An array of entity names to delete"
            }
            },
            "required": [
            "entityNames"
            ],
            "additionalProperties": false
        }
        },
        {
        "name": "delete_observations",
        "description": "Delete specific observations from entities in the knowledge graph",
        "inputSchema": {
            "type": "object",
            "properties": {
            "deletions": {
                "type": "array",
                "items": {
                "type": "object",
                "properties": {
                    "entityName": {
                    "type": "string",
                    "description": "The name of the entity containing the observations"
                    },
                    "observations": {
                    "type": "array",
                    "items": {
                        "type": "string"
                    },
                    "description": "An array of observations to delete"
                    }
                },
                "required": [
                    "entityName",
                    "observations"
                ],
                "additionalProperties": false
                }
            }
            },
            "required": [
            "deletions"
            ],
            "additionalProperties": false
        }
        },
        {
        "name": "delete_relations",
        "description": "Delete multiple relations from the knowledge graph",
        "inputSchema": {
            "type": "object",
            "properties": {
            "relations": {
                "type": "array",
                "items": {
                "type": "object",
                "properties": {
                    "from": {
                    "type": "string",
                    "description": "The name of the entity where the relation starts"
                    },
                    "to": {
                    "type": "string",
                    "description": "The name of the entity where the relation ends"
                    },
                    "relationType": {
                    "type": "string",
                    "description": "The type of the relation"
                    }
                },
                "required": [
                    "from",
                    "to",
                    "relationType"
                ],
                "additionalProperties": false
                },
                "description": "An array of relations to delete"
            }
            },
            "required": [
            "relations"
            ],
            "additionalProperties": false
        }
        },
        {
        "name": "read_graph",
        "description": "Read the entire knowledge graph",
        "inputSchema": {
            "type": "object",
            "properties": {},
            "additionalProperties": false
        }
        },
        {
        "name": "search_nodes",
        "description": "Search for nodes in the knowledge graph based on a query",
        "inputSchema": {
            "type": "object",
            "properties": {
            "query": {
                "type": "string",
                "description": "The search query to match against entity names, types, and observation content"
            }
            },
            "required": [
            "query"
            ],
            "additionalProperties": false
        }
        },
        {
        "name": "open_nodes",
        "description": "Open specific nodes in the knowledge graph by their names",
        "inputSchema": {
            "type": "object",
            "properties": {
            "names": {
                "type": "array",
                "items": {
                "type": "string"
                },
                "description": "An array of entity names to retrieve"
            }
            },
            "required": [
            "names"
            ],
            "additionalProperties": false
        }
        }
    ]
}