Neo4j GDS Agent vs Skillfed MCP

In-depth architectural comparison of the Neo4j GDS Agent and Skillfed MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose Neo4j GDS Agent when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Neo4j GDS Agent Details

Choose Skillfed MCP when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Skillfed MCP Details

Feature & Specification Comparison

Specification	Neo4j GDS Agent Developer Tools	Skillfed MCP Developer Tools
Summary	Neo4j Graph Data Scientist Agent (MCP Server & Skills)	Find vetted agent skills for your task — privacy-preserving skill discovery over MCP.
Category & Scope	Developer Tools	Developer Tools
Quality signal

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "neo4j-gds-agent": {
      "command": "uvx",
      "args": [
        "gds-agent"
      ]
    }
  }
}

{
  "mcpServers": {
    "skillfed-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "skillfed"
      ]
    }
  }
}

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