neo4j-contrib.

neo4j-agent-memory-skill

Authoritative reference for the neo4j-agent-memory Python package — a graph-native memory system for AI agents built on Neo4j — and for the hosted service (NAMS) at memory.neo4jlabs.com. Use this skill whenever the user mentions neo4j-agent-memory, agent memory with Neo4j, context graphs, the POLE+O model, MemoryClient/MemorySettings, the memory MCP server, or any of the framework integrations (LangChain, PydanticAI, CrewAI, AWS Strands, Google ADK, Microsoft Agent Framework, OpenAI Agents, LlamaIndex). Also use when the user mentions the hosted service at memory.neo4jlabs.com, NAMS, the Neo4j Agent Memory Service, the `nams_` API key prefix, or the hosted MCP endpoint. Also use when writing documentation, blog posts, tutorials, PRDs, or code samples for the project, when comparing agent memory approaches, or when positioning graph-native memory against vector-only approaches — even if the user doesn't explicitly name the package.

neo4j-aura-agent-skill

Manages Neo4j Aura Agents via the v2beta1 REST API — create, list, get, update, delete,

neo4j-aura-graph-analytics-skill

Serverless Aura Graph Analytics (AGA) GDS Sessions — covers GdsSessions,

neo4j-aura-provisioning-skill

Provisions and manages Neo4j Aura instances via CLI (aura-cli v1.7+) or REST API.

neo4j-cli-tools-skill

Use when working with Neo4j command-line tools — neo4j-cli (modern unified

neo4j-cypher-skill

Generates, optimizes, and validates Cypher 25 queries for Neo4j 2025.x and 2026.x.

neo4j-document-import-skill

Ingests unstructured and semi-structured documents into Neo4j as a knowledge graph.

neo4j-driver-dotnet-skill

Neo4j .NET Driver v6 — IDriver lifecycle, DI registration (singleton), ExecutableQuery

neo4j-driver-go-skill

Covers the Neo4j Go Driver v6 — driver lifecycle, ExecuteQuery, managed and

neo4j-driver-java-skill

Neo4j Java Driver v6 — driver lifecycle, Maven/Gradle setup, executableQuery,

neo4j-driver-javascript-skill

Neo4j JavaScript/TypeScript Driver v6 — driver lifecycle, executeQuery,

neo4j-driver-python-skill

Neo4j Python Driver v6 — driver lifecycle, execute_query, managed and explicit

neo4j-gds-skill

Neo4j Graph Data Science (GDS) embedded plugin via Python client or Cypher —

neo4j-genai-plugin-skill

Use Neo4j GenAI Plugin ai.text.* functions and procedures for in-Cypher

neo4j-getting-started-skill

Orchestrates zero-to-running-app in 8 stages — prerequisites → context →

neo4j-graphql-skill

Build and configure a GraphQL API backed by Neo4j using @neo4j/graphql v7 (current) or v5 (LTS).

neo4j-graphrag-skill

Build GraphRAG retrieval pipelines on Neo4j using the neo4j-graphrag Python

neo4j-import-skill

Import structured data into Neo4j — LOAD CSV, CALL IN TRANSACTIONS, neo4j-admin

neo4j-kafka-skill

Configure and operate the Neo4j Connector for Kafka (sink + source) and the

neo4j-mcp-skill

Use when installing, configuring, or troubleshooting the official Neo4j MCP server

neo4j-migration-skill

Migrates Neo4j driver code and Cypher queries from older versions (4.x, 5.x)

neo4j-modeling-skill

Design, review, and refactor Neo4j graph data models. Use when choosing node

neo4j-nvl-skill

Neo4j Visualization Library (NVL) — framework-agnostic graph rendering for the browser.

neo4j-query-tuning-skill

Diagnoses and fixes slow Neo4j Cypher queries by reading execution plans, identifying

neo4j-security-skill

Programmatic security management in Neo4j — RBAC/ABAC, user lifecycle (CREATE/ALTER/DROP USER),

neo4j-snowflake-graph-analytics-skill

Run Neo4j Graph Analytics algorithms (PageRank, Louvain, WCC, Dijkstra, KNN,

neo4j-spark-skill

Use when reading from or writing to Neo4j with Apache Spark or Databricks using the

neo4j-spring-data-skill

Use when building Spring Boot applications with Neo4j using Spring Data Neo4j (SDN 7.x/8.x):

neo4j-vector-index-skill

Create and manage Neo4j vector indexes, run vector similarity search (ANN/kNN),