Topic Scorer vs Google Workspace MCP

In-depth architectural comparison of the Topic Scorer and Google Workspace 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?

T

Choose Topic Scorer 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 Topic Scorer Details

Choose Google Workspace 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 Google Workspace MCP Details

Feature & Specification Comparison

Specification	T Topic Scorer Developer Tools	Google Workspace MCP Developer Tools
Summary	Score pages against 11,485 public taxonomy categories by embedding similarity. $0.05/call via MCP.	Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
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": {
    "topic-scorer": {
      "command": "npx",
      "args": [
        "-y",
        "topic-scorer"
      ]
    }
  }
}

{
  "mcpServers": {
    "google-workspace-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/inspector"
      ]
    }
  }
}

Related MCP Server Comparisons