@knowall-ai/mcp-neo4j-agent-memory
Version:
Graph-based memory system for AI agents. Store people, places, organizations as nodes. Build semantic relationships (KNOWS, WORKS_AT, CREATED). Word-tokenized search finds partial matches. Filter by date, traverse relationships, maintain temporal context.
182 lines (181 loc) • 7.17 kB
JavaScript
import { guidanceTool } from './guidance-tool.js';
/**
* MCP Neo4j Agent Memory Tools
*
* Tool descriptions are kept simple to avoid breaking prompt templates in 3rd party solutions.
* Use the get_guidance tool to access detailed information about labels, relationships, and best practices.
*/
export const tools = [
{
name: 'search_memories',
description: 'Search and retrieve memories from the knowledge graph',
inputSchema: {
type: 'object',
properties: {
query: {
type: 'string',
description: 'Search text to find in any property (searches for ANY word - e.g. "Ben Weeks" finds memories containing "Ben" OR "Weeks")',
},
label: {
type: 'string',
description: 'Filter by memory label',
},
depth: {
type: 'number',
description: 'Relationship depth to include, defaults to 1',
},
order_by: {
type: 'string',
description: 'Sort order such as created_at DESC, name ASC',
},
limit: {
type: 'number',
description: 'Maximum results to return, defaults to 10, max 200',
},
since_date: {
type: 'string',
description: 'ISO date string to filter memories created after this date (e.g., "2024-01-01" or "2024-01-01T00:00:00Z")',
},
},
required: [],
},
},
{
name: 'create_memory',
description: 'Create a new memory in the knowledge graph. Consider that the memory might already exist, so Search → Create → Connect (its important to try and connect memories)',
inputSchema: {
type: 'object',
properties: {
label: {
type: 'string',
description: 'Memory label in lowercase (use list_memory_labels first to check existing labels for consistency) - common: person, place, organization, project, event, topic, object, animal, plant, food, activity, media, skill, document, meeting, task, habit, health, vehicle, tool, idea, goal',
},
properties: {
type: 'object',
description: 'Information to store about this memory (use "name" as primary identifier, e.g. {name: "John Smith", age: 30, occupation: "Engineer"})',
additionalProperties: true,
},
},
required: ['label', 'properties'],
},
},
{
name: 'create_connection',
description: 'Create a connection between two memories (its good to have connected memories)',
inputSchema: {
type: 'object',
properties: {
fromMemoryId: {
type: 'number',
description: 'ID of the source memory',
},
toMemoryId: {
type: 'number',
description: 'ID of the target memory',
},
type: {
type: 'string',
description: 'Relationship type such as KNOWS, WORKS_ON, LIVES_IN, HAS_SKILL, PARTICIPATES_IN',
},
properties: {
type: 'object',
description: 'Optional relationship metadata (e.g. {since: "2023-01", role: "Manager", status: "active"})',
additionalProperties: true,
},
},
required: ['fromMemoryId', 'toMemoryId', 'type'],
},
},
{
name: 'update_memory',
description: 'Update properties of an existing memory such as adding more detail or make a change when you find out something new',
inputSchema: {
type: 'object',
properties: {
nodeId: {
type: 'number',
description: 'ID of the memory to update',
},
properties: {
type: 'object',
description: 'Properties to update/add',
additionalProperties: true,
},
},
required: ['nodeId', 'properties'],
},
},
{
name: 'update_connection',
description: 'Update properties of an existing connection between memories',
inputSchema: {
type: 'object',
properties: {
fromMemoryId: {
type: 'number',
description: 'ID of the source memory',
},
toMemoryId: {
type: 'number',
description: 'ID of the target memory',
},
type: {
type: 'string',
description: 'Relationship type to identify which connection to update (e.g. WORKS_AT, KNOWS, MANAGES)',
},
properties: {
type: 'object',
description: 'Properties to update/add (e.g. {status: "completed", end_date: "2024-01"})',
additionalProperties: true,
},
},
required: ['fromMemoryId', 'toMemoryId', 'type', 'properties'],
},
},
{
name: 'delete_memory',
description: 'Delete a memory and all its connections (use with caution - this permanently removes the memory and all its connections)',
inputSchema: {
type: 'object',
properties: {
nodeId: {
type: 'number',
description: 'ID of the memory to delete',
},
},
required: ['nodeId'],
},
},
{
name: 'delete_connection',
description: 'Delete a specific connection between two memories (use with caution - this permanently removes the relationship)',
inputSchema: {
type: 'object',
properties: {
fromMemoryId: {
type: 'number',
description: 'ID of the source memory',
},
toMemoryId: {
type: 'number',
description: 'ID of the target memory',
},
type: {
type: 'string',
description: 'Exact relationship type to delete (e.g. WORKS_AT, KNOWS, MANAGES)',
},
},
required: ['fromMemoryId', 'toMemoryId', 'type'],
},
},
{
name: 'list_memory_labels',
description: 'List all unique memory labels currently in use with their counts (useful for getting an overview of the knowledge graph)',
inputSchema: {
type: 'object',
properties: {},
required: [],
},
},
guidanceTool,
];