Neo4j 实验室

这些MCP服务器是Neo4j Labs项目的一部分。 它们由Neo4j Field GenAI团队开发和维护，欢迎更广泛开发者社区的贡献。 这些服务器经常更新新的实验性功能，但 Neo4j 产品团队并不支持这些服务。

它们正在积极开发和维护，但我们不提供任何关于向后兼容性和弃用的SLA或保证。

如果你正在寻找官方产品Neo4j MCP服务器，请在这里找到。

概述

模型上下文协议（MCP）是一种用于管理大型语言模型（LLM）与外部系统之间上下文的标准化协议。

这让你可以使用Claude Desktop或其他MCP客户端（VS Code、Cursor、Windsurf、Gemini CLI），用自然语言与Neo4j和你的Aura账户进行操作，例如：

• 这张图里有什么？
• 根据销售频率、总量和平均销量，呈现顶级产品的图表
• 列出我的实例
• 为Aura Professional创建一个名为mcp-test的新实例，配备4GB并启用图数据科学
• 保存我今天与Andreas和Oskar一起参与Neo4j MCP服务器工作的事实

Neo4j Labs MCP Servers

Neo4j Labs

These MCP servers are a part of the Neo4j Labs program. They are developed and maintained by the Neo4j Field GenAI team and welcome contributions from the larger developer community. These servers are frequently updated with new and experimental features, but are not supported by the Neo4j product team.

They are actively developed and maintained, but we don’t provide any SLAs or guarantees around backwards compatibility and deprecation.

If you are looking for the official product Neo4j MCP server please find it here.

Overview

Model Context Protocol (MCP) is a standardized protocol for managing context between large language models (LLMs) and external systems.

This lets you use Claude Desktop, or any other MCP Client (VS Code, Cursor, Windsurf, Gemini CLI), to use natural language to accomplish things with Neo4j and your Aura account, e.g.:

• What is in this graph?
• Render a chart from the top products sold by frequency, total and average volume
• List my instances
• Create a new instance named mcp-test for Aura Professional with 4GB and Graph Data Science enabled
• Store the fact that I worked on the Neo4j MCP Servers today with Andreas and Oskar

Servers

mcp-neo4j-cypher - natural language to Cypher queries

Details in Readme

Get database schema for a configured database and execute generated read and write Cypher queries on that database.

Requirement: Requires the APOC plugin to be installed and enabled on the Neo4j instance for schema inspection.

mcp-neo4j-memory - knowledge graph memory stored in Neo4j

Details in Readme

Store and retrieve entities and relationships from your personal knowledge graph in a local or remote Neo4j instance. Access that information over different sessions, conversations, clients.

mcp-neo4j-cloud-aura-api - Neo4j Aura cloud service management API

Details in Readme

Manage your Neo4j Aura instances directly from the comfort of your AI assistant chat.

Create and destroy instances, find instances by name, scale them up and down and enable features.

mcp-neo4j-data-modeling - interactive graph data modeling and visualization

Details in Readme

Create, validate, and visualize Neo4j graph data models. Allows for model import/export from Arrows.app.

Transport Modes

All servers support multiple transport modes:

• STDIO (default): Standard input/output for local tools and Claude Desktop integration
• SSE: Server-Sent Events for web-based deployments
• HTTP: Streamable HTTP for modern web deployments and microservices

HTTP Transport Configuration