Neo4j Graph Data Science MCP server
Use this profile to copy client config, check auth requirements, review tools and resources, and compare related MCP servers before adding it to an AI client.
Get practical integration notes and launch examples for MCP servers like Neo4j GDS Agent.
uvx gds-agent{
"NEO4J_URI": "YOUR_VALUE_HERE",
"NEO4J_USERNAME": "YOUR_VALUE_HERE",
"NEO4J_PASSWORD": "YOUR_SECRET_VALUE",
"NEO4J_DATABASE": "YOUR_VALUE_HERE",
"AURA_API_CLIENT_ID": "YOUR_VALUE_HERE",
"AURA_API_CLIENT_SECRET": "YOUR_SECRET_VALUE",
"AURA_API_PROJECT_ID": "YOUR_VALUE_HERE"
}Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.
{
"mcpServers": {
"io-github-neo4j-contrib-gds-agent": {
"command": "uvx",
"args": [
"gds-agent"
],
"env": {
"NEO4J_URI": "YOUR_VALUE_HERE",
"NEO4J_USERNAME": "YOUR_VALUE_HERE",
"NEO4J_PASSWORD": "YOUR_SECRET_VALUE",
"NEO4J_DATABASE": "YOUR_VALUE_HERE",
"AURA_API_CLIENT_ID": "YOUR_VALUE_HERE",
"AURA_API_CLIENT_SECRET": "YOUR_SECRET_VALUE",
"AURA_API_PROJECT_ID": "YOUR_VALUE_HERE"
}
}
}
}~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.jsonNo remote HTTP endpoint is advertised. Use the package or stdio setup shown in Install.
Neo4j GDS Agent is an MCP server for Neo4j Graph Data Science MCP server. It supports STDIO transport.
Use the generated config in Install. This server runs with uvx gds-agent; add any required environment variables before starting your client.
Choose the Claude Desktop tab in Install and copy the config for uvx gds-agent. Add required environment variables before starting Claude Desktop.
Choose the Claude Code tab in Install and copy the config for uvx gds-agent. Add required environment variables before starting Claude Code.
Choose the Codex tab in Install and copy the config for uvx gds-agent. Add required environment variables before starting Codex.
Choose the Cursor or VS Code tab in Install and copy the config for uvx gds-agent. Add required environment variables before starting Cursor or VS Code.
Neo4j GDS Agent uses STDIO transport. Use the package or command config in Install.
Neo4j GDS Agent inventory is listed when the MCP endpoint exposes tools, resources, or prompts. Some servers require auth first.
Neo4j GDS Agent is marked with Auth required by registry metadata auth. You may need provider login, an API key, a bearer token, or a session header.
| Package | Registry | Version | Inputs |
|---|---|---|---|
gds-agentstdio | pypi | 1.0.1 | Env: NEO4J_URI required Env: NEO4J_USERNAME required Env: NEO4J_PASSWORD required secret Env: NEO4J_DATABASE Env: AURA_API_CLIENT_ID Env: AURA_API_CLIENT_SECRET secret Env: AURA_API_PROJECT_ID |