Auto Skill Loader vs Neo4j GDS Agent

In-depth architectural comparison of the Auto Skill Loader and Neo4j GDS Agent 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 Auto Skill Loader 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 Auto Skill Loader Details

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

Feature & Specification Comparison

Specification	Auto Skill Loader Developer Tools	Neo4j GDS Agent Developer Tools
Summary	Auto-loads skills into agent sessions. MiniMax vision and search proxy.	Neo4j Graph Data Scientist Agent (MCP Server & Skills)
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": {
    "auto-skill-loader": {
      "command": "uvx",
      "args": [
        "auto-skill-loader"
      ]
    }
  }
}

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

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