Neo4j GDS Agent runs on your own machine — the client starts it, so there is no endpoint to ping. 113 installs a week from pypi. Last commit 29 Oct 2026.
Neo4j Graph Data Science MCP server
Nothing serious here today
Today is the operative word: we check Neo4j GDS Agent every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
Connect this server
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add gds-agent -e 'NEO4J_URI=<NEO4J_URI>' -e 'NEO4J_USERNAME=<NEO4J_USERNAME>' -e 'NEO4J_PASSWORD=<NEO4J_PASSWORD>' -- uvx gds-agent{
"mcpServers": {
"gds-agent": {
"command": "uvx",
"args": [
"gds-agent"
],
"env": {
"NEO4J_PASSWORD": "<NEO4J_PASSWORD>",
"NEO4J_URI": "<NEO4J_URI>",
"NEO4J_USERNAME": "<NEO4J_USERNAME>"
}
}
}
}[mcp_servers.gds-agent]
command = "uvx"
args = ["gds-agent"]
env = { NEO4J_URI = "<NEO4J_URI>", NEO4J_USERNAME = "<NEO4J_USERNAME>", NEO4J_PASSWORD = "<NEO4J_PASSWORD>" }{
"mcpServers": {
"gds-agent": {
"command": "uvx",
"args": [
"gds-agent"
],
"env": {
"NEO4J_PASSWORD": "<NEO4J_PASSWORD>",
"NEO4J_URI": "<NEO4J_URI>",
"NEO4J_USERNAME": "<NEO4J_USERNAME>"
}
}
}
}{
"servers": {
"gds-agent": {
"type": "stdio",
"command": "uvx",
"args": [
"gds-agent"
],
"env": {
"NEO4J_PASSWORD": "<NEO4J_PASSWORD>",
"NEO4J_URI": "<NEO4J_URI>",
"NEO4J_USERNAME": "<NEO4J_USERNAME>"
}
}
}
}Put your own values in place of
<NEO4J_URI> (Neo4j connection URI (neo4j:// or neo4j+s://)), <NEO4J_USERNAME> (Neo4j username), <NEO4J_PASSWORD> (Neo4j password).
The author’s registry entry marks them as required.
Optional settings from the registry entry, left out of the block above:
NEO4J_DATABASE (Neo4j database name), AURA_API_CLIENT_ID (Aura API client ID (enables Aura Graph Analytics session mode)), AURA_API_CLIENT_SECRET (Aura API client secret), AURA_API_PROJECT_ID (Aura project ID (only if the API client can access multiple projects)).
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Neo4j GDS Agent — questions
Answers built from our own checks of this server.