Introduction

Enable your AI agents to traverse and inspect knowledge graphs. The Neo4j server executes Cypher queries and scans nodes, properties, and relationships.

Key Capabilities and Features

Below are the main actions this adapter exposes to Model Context Protocol clients:

  • Run Cypher queries: Handled dynamically with schema-guaranteed JSON-RPC calls.
  • Inspect node labels: Handled dynamically with schema-guaranteed JSON-RPC calls.
  • Map edge relationships: Handled dynamically with schema-guaranteed JSON-RPC calls.
  • Traverse nodes dynamically: Handled dynamically with schema-guaranteed JSON-RPC calls.

Sample Use Cases

Here is how development teams utilize this integration:

  1. Semantic knowledge mapping: Enabling models to execute deep semantic checks and audits contextually.
  2. Fraud detection investigations: Enabling models to execute deep semantic checks and audits contextually.
  3. RAG search enrichment: Enabling models to execute deep semantic checks and audits contextually.

Basic Installation and Setup

To plug this into your agent client (e.g., Claude Desktop, Cursor), execute or declare the following parameters coordinate:

npx -y @modelcontextprotocol/server-neo4j --uri bolt://localhost:7687

Security Notes and Guidelines

  • Limit sessions to low priv read-only Cypher executions on active graph instances.
  • Avoid committing tokens directly to public configurations.
  • Monitor resource limits during autonomous iteration loops.