gds agent
pipStandardThe GDS Agent MCP server provides access to Neo4j's Graph Data Science (GDS) library, exposing graph algorithms for analysis. It connects to Neo4j databases, allowing developers to run algorithms like PageRank, Louvain, and Node2Vec. Useful for data scientists and developers working with graph data, enabling them to perform community detection, centrality analysis, and node embedding.
72120Updated 2 weeks ago
Overview
The GDS Agent MCP server provides access to Neo4j's Graph Data Science (GDS) library, exposing graph algorithms for analysis. It connects to Neo4j databases, allowing developers to run algorithms like PageRank, Louvain, and Node2Vec. Useful for data scientists and developers working with graph data, enabling them to perform community detection, centrality analysis, and node embedding.
Installation
1Install the package
pip
pip install gds-agent2Add to Claude
Add this configuration to your claude_desktop_config.json:
claude_desktop_config.json
{
"mcpServers": {
"neo4j-contrib-gds-agent-github": {
"command": "uvx",
"args": [
"pip install gds-agent"
]
}
}
}3Verify installation
Restart Claude Desktop, then ask:
"What tools do you have available from gds agent?"
Prerequisites
- Python 3.10 or higher
- pip or uv package manager
- Claude Desktop or Claude API access
- API key for gds agent
Configuration
API Key Required
This server requires an API key from gds agent. Add it to your environment or config.
| Variable | Required | Description |
|---|---|---|
| GDS_AGENT_API_KEY | Yes | Your gds agent API key |
Usage Examples
List Resources
"What resources are available in gds agent?"
Claude will query available resources and return a list of what you can access.
Get Details
"Show me details about [specific item] in gds agent"
Claude will fetch and display detailed information about the requested item.
Create New
"Create a new [item] in gds agent with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
Works with gds agent
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