SERVER

Neo4j GDS Agent

Rank #3,802

io.github.neo4j-contrib/gds-agent

Neo4j Graph Data Science MCP server

2 versions

98 GitHub stars

by neo4j-contrib (8 servers)View repository ↗

First listed

Jul 30, 2025

Last publish date

Oct 12, 2026

PURPOSE

What you can do with Neo4j GDS Agent

Neo4j GDS Agent is a Model Context Protocol (MCP) server published by neo4j-contrib. It ranks #3,802 of 144,396 active servers on MCP Toplist, and its repository has 98 GitHub stars. Neo4j GDS Agent is listed across 2 registries — Official MCP and Glama, with 2 tracked versions. It was first listed on Jul 30, 2025 and most recently updated on Oct 12, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What Neo4j GDS Agent can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using Neo4j GDS Agent

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

NEO4J_URI · required
NEO4J_USERNAME · required
NEO4J_PASSWORD · required
NEO4J_DATABASE · optional
AURA_API_CLIENT_ID · optional
AURA_API_CLIENT_SECRET · optional
AURA_API_PROJECT_ID · optional

INSTALLATION AND FIRST TASK

Connect Neo4j GDS Agent and confirm it works

Python package (PyPI)

claude mcp add gds-agent -e "NEO4J_URI=<your NEO4J_URI>" -e "NEO4J_USERNAME=<your NEO4J_USERNAME>" -e "NEO4J_PASSWORD=<your NEO4J_PASSWORD>" -e "NEO4J_DATABASE=<your NEO4J_DATABASE>" -e "AURA_API_CLIENT_ID=<your AURA_API_CLIENT_ID>" -e "AURA_API_CLIENT_SECRET=<your AURA_API_CLIENT_SECRET>" -e "AURA_API_PROJECT_ID=<your AURA_API_PROJECT_ID>" -- uvx gds-agent

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.gds-agent]
command = "uvx"
args = ["gds-agent"]

[mcp_servers.gds-agent.env]
NEO4J_URI = "<your NEO4J_URI>"
NEO4J_USERNAME = "<your NEO4J_USERNAME>"
NEO4J_PASSWORD = "<your NEO4J_PASSWORD>"
NEO4J_DATABASE = "<your NEO4J_DATABASE>"
AURA_API_CLIENT_ID = "<your AURA_API_CLIENT_ID>"
AURA_API_CLIENT_SECRET = "<your AURA_API_CLIENT_SECRET>"
AURA_API_PROJECT_ID = "<your AURA_API_PROJECT_ID>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "gds-agent": {
      "command": "uvx",
      "args": [
        "gds-agent"
      ],
      "env": {
        "NEO4J_URI": "<your NEO4J_URI>",
        "NEO4J_USERNAME": "<your NEO4J_USERNAME>",
        "NEO4J_PASSWORD": "<your NEO4J_PASSWORD>",
        "NEO4J_DATABASE": "<your NEO4J_DATABASE>",
        "AURA_API_CLIENT_ID": "<your AURA_API_CLIENT_ID>",
        "AURA_API_CLIENT_SECRET": "<your AURA_API_CLIENT_SECRET>",
        "AURA_API_PROJECT_ID": "<your AURA_API_PROJECT_ID>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "gds-agent": {
      "command": "uvx",
      "args": [
        "gds-agent"
      ],
      "env": {
        "NEO4J_URI": "<your NEO4J_URI>",
        "NEO4J_USERNAME": "<your NEO4J_USERNAME>",
        "NEO4J_PASSWORD": "<your NEO4J_PASSWORD>",
        "NEO4J_DATABASE": "<your NEO4J_DATABASE>",
        "AURA_API_CLIENT_ID": "<your AURA_API_CLIENT_ID>",
        "AURA_API_CLIENT_SECRET": "<your AURA_API_CLIENT_SECRET>",
        "AURA_API_PROJECT_ID": "<your AURA_API_PROJECT_ID>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "gds-agent": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "gds-agent"
      ],
      "env": {
        "NEO4J_URI": "<your NEO4J_URI>",
        "NEO4J_USERNAME": "<your NEO4J_USERNAME>",
        "NEO4J_PASSWORD": "<your NEO4J_PASSWORD>",
        "NEO4J_DATABASE": "<your NEO4J_DATABASE>",
        "AURA_API_CLIENT_ID": "<your AURA_API_CLIENT_ID>",
        "AURA_API_CLIENT_SECRET": "<your AURA_API_CLIENT_SECRET>",
        "AURA_API_PROJECT_ID": "<your AURA_API_PROJECT_ID>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "gds-agent": {
      "command": "uvx",
      "args": [
        "gds-agent"
      ],
      "env": {
        "NEO4J_URI": "<your NEO4J_URI>",
        "NEO4J_USERNAME": "<your NEO4J_USERNAME>",
        "NEO4J_PASSWORD": "<your NEO4J_PASSWORD>",
        "NEO4J_DATABASE": "<your NEO4J_DATABASE>",
        "AURA_API_CLIENT_ID": "<your AURA_API_CLIENT_ID>",
        "AURA_API_CLIENT_SECRET": "<your AURA_API_CLIENT_SECRET>",
        "AURA_API_PROJECT_ID": "<your AURA_API_PROJECT_ID>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "gds-agent": {
      "command": "uvx",
      "args": [
        "gds-agent"
      ],
      "env": {
        "NEO4J_URI": "<your NEO4J_URI>",
        "NEO4J_USERNAME": "<your NEO4J_USERNAME>",
        "NEO4J_PASSWORD": "<your NEO4J_PASSWORD>",
        "NEO4J_DATABASE": "<your NEO4J_DATABASE>",
        "AURA_API_CLIENT_ID": "<your AURA_API_CLIENT_ID>",
        "AURA_API_CLIENT_SECRET": "<your AURA_API_CLIENT_SECRET>",
        "AURA_API_PROJECT_ID": "<your AURA_API_PROJECT_ID>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by neo4j-contrib

MCP Neo4J Cypher#4,067

View all neo4j-contrib servers →

No task-specific alternatives are catalogued for Neo4j GDS Agentyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Jul 30, 2025
Latest version published: Oct 12, 2026
Version history: 2 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 16, 2026

Registry sightings

Glama ↗listed since May 29, 2026 · still listed
Official MCP ↗listed since Jul 24, 2026 · still listed

Do you maintain Neo4j GDS Agent? to correct or enrich this profile.

VERSIONS

Available versions (2)

Version	Published
1.1.0	Oct 12, 2026
1.0.1	Jul 13, 2026

STANDING

#3,802of 144,396 active serversTop 5%

Ranks ahead of 140,594 of 144,396 servers on MCP Toplist.

Recent momentum

+13GitHub stars since May 25 (+15%)

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.neo4j-contrib%2Fgds-agent.svg)](https://mcptoplist.com/server/io.github.neo4j-contrib%2Fgds-agent)

HTML

<a href="https://mcptoplist.com/server/io.github.neo4j-contrib%2Fgds-agent"><img src="https://mcptoplist.com/badge/io.github.neo4j-contrib%2Fgds-agent.svg" alt="MCP Toplist: Top 5% of 144,396" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains Neo4j GDS Agent?: Neo4j GDS Agent is maintained by neo4j-contrib, which publishes 8 MCP servers (23 total versions) tracked on MCP Toplist.
Is Neo4j GDS Agent listed on the Official MCP Registry?: Yes — Neo4j GDS Agent is listed on the Official MCP Registry, alongside Glama.
How many versions does Neo4j GDS Agent have?: MCP Toplist tracks 2 versions of Neo4j GDS Agent, most recently published on Oct 12, 2026.
Where can I find the source code for Neo4j GDS Agent?: The source code for Neo4j GDS Agent is hosted at github.com/neo4j-contrib/gds-agent.

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