mcp-neo4j

概述

这个仓库包含多个Neo4j Labs的MCP服务器，使AI助手能够与Neo4j图数据库交互。这些服务器提供不同功能：mcp-neo4j-cypher将自然语言转换为Cypher查询，mcp-neo4j-memory创建个人知识图谱，mcp-neo4j-cloud-aura-api管理云实例，mcp-neo4j-data-modeling处理图数据建模。所有服务器都支持多种传输模式，包括STDIO、SSE和HTTP，适用于不同部署场景。

试试问 AI

装完之后，这里有 5 个你可以让 AI 做的事：

• get_database_schema

  Retrieve database schema for a configured Neo4j database

  试试:What's the schema of this graph?试试:Show me the structure of the database
• execute_cypher_query

  Execute read and write Cypher queries on a Neo4j database

  试试:Find all customers who bought more than 10 products试试:Create a new node for a product
• store_entity

  Store an entity in your personal knowledge graph

  试试:Remember that I worked on MCP Neo4j servers today试试:Store that Neo4j is a graph database
• retrieve_entities

  Retrieve entities and relationships from your knowledge graph

  试试:What projects have I been working on?试试:Show me all my contacts related to graph databases
• create_instance

  Create a new Neo4j Aura cloud instance

  试试:Create a new instance named mcp-test with 4GB memory试试:Make an Aura Professional instance with Graph Data Science
• list_instances

  List your Neo4j Aura cloud instances

  试试:Show all my Aura instances试试:List instances with name containing 'test'
• scale_instance

  Scale up or down a Neo4j Aura cloud instance

  试试:Scale my production instance to 16GB试试:Downsize my test instance to 2GB
• enable_instance_features

  Enable features on a Neo4j Aura cloud instance

  试试:Enable Graph Data Science on my instance试试:Activate Bloom for my database
• find_instances

  Find Neo4j Aura cloud instances by name or criteria

  试试:Find instances with name 'production'试试:Show me all Aura Professional instances
• destroy_instance

  Delete a Neo4j Aura cloud instance

  试试:Delete the old test instance试试:Remove my staging database
• create_data_model

  Create a new Neo4j graph data model

  试试:Create a model for a social media network试试:Design a data model for an e-commerce site
• validate_data_model

  Validate a Neo4j graph data model

  试试:Check if my e-commerce model has issues试试:Validate my social network design

可对比工具

安装

pip install mcp-neo4j-cypher mcp-neo4j-memory mcp-neo4j-cloud-aura-api mcp-neo4j-data-modeling

{
  "mcpServers": {
    "neo4j": {
      "command": "mcp-neo4j-cypher",
      "args": []
    }
  }
}

docker run -p 8080:8080 neo4j/mcp-neo4j-cypher --transport http --port 8080

FAQ

这些MCP服务器与官方Neo4j MCP服务器有何区别？

这些是Neo4j Labs的实验性服务器，具有前沿功能，而github.com/neo4j/mcp上的官方服务器提供稳定的产品支持功能。

我是否所有服务器都需要APOC插件？

不需要，只有mcp-neo4j-cypher服务器需要APOC进行模式检查。其他服务器有不同要求。

mcp-neo4j 对比