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  1. Home
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  3. Data Transform
  4. vs Fleets
Side-by-Side Model Context Protocol Comparison

Data Transform vs Fleets

In-depth architectural comparison of the Data Transform and Fleets 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.

At a Glance & Executive Verdict

Data Transform
Cloud Platforms · Local stdio
Quality: 33/100 (Emerging) | Auth: No auth required
Fleets
Cloud Platforms · Local stdio
Quality: 49/100 (Fair) | Auth: No auth required
Verdict Summary: Choose Data Transform if you need specialized Cloud Platforms tools running via a local process. Choose Fleets if your workspace requires Cloud Platforms integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Data Transform logo

Choose Data Transform when:

  • You need dedicated capabilities in the Cloud Platforms domain.
  • You prefer local stdio subprocess transport architecture.
  • Your security boundary fits: No auth required (Free / Open Source).
Explore Data Transform Details
F

Choose Fleets when:

  • You need dedicated capabilities in the Cloud Platforms domain.
  • You prefer local stdio subprocess transport architecture.
  • Your security boundary fits: No auth required (Free / Open Source).
  • Primary tools included: list_sites, stats, funnel.
Explore Fleets Details

Feature & Specification Comparison

Specification
Data Transform logo
Data Transform
Cloud Platforms
F
Fleets
Cloud Platforms
SummaryCloudflare Workers MCP server: data-transformMulti-site analytics as tools: GA4, Search Console, Cloudflare edge, PageSpeed, insights.
Category & ScopeCloud PlatformsCloud Platforms
Quality signal

Tools & Capabilities Breakdown

Data Transform Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Fleets Tools (8)

list_sites
All sites + connected sources (GA4 / Cloudflare / GSC) — start here
stats
GA4 summary: sessions, users, pageviews, events, engagement, bounce
funnel
GA4 conversion funnel across `steps` (2+)
seo
Google Search Console summary
edge
Cloudflare edge analytics (bots, humans, cache)

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).

Data Transform Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "data-transform": {
      "command": "npx",
      "args": [
        "-y",
        "@lazymac/mcp"
      ]
    }
  }
}
Fleets Configuration
mcpServers (Claude Desktop / Cursor)
{
  "mcpServers": {
    "fleets": {
      "command": "npx",
      "args": [
        "-y",
        "fleets-mcp"
      ]
    }
  }
}

Frequently Asked Questions

Data Transform is categorized under Cloud Platforms and uses a local stdio subprocess. In contrast, Fleets belongs to Cloud Platforms using local stdio subprocess. Select Data Transform when you need capabilities focused on cloud platforms and Fleets when you require tools for cloud platforms.

More alternatives to Data TransformMore alternatives to FleetsCloud Platforms category hub

Related MCP Server Comparisons

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Popular comparisons with Fleets

  • Next Devtools MCP logo
33/100 (Emerging)
49/100 (Fair)
Transport ProtocolLocal Subprocess (stdio)Local Subprocess (stdio)
Auth RequirementNo auth requiredNo auth required
Pricing ModelFree / Open SourceFree / Open Source
Required Env VarsNone requiredNone required
Compatible Clients
Claude DesktopCursorWindsurfClineVS Code
Claude DesktopCursorWindsurfClineVS Code
Install path signalnpx · highnpx · high
Engagement & Health 0 views 0 copies 0 upvotes 0 stars 0 views 0 copies 0 upvotes 0 stars
Verified / OfficialCommunity ListingCommunity Listing
Open full listingView Data Transform ListingView Fleets Listing
speed
PageSpeed Insights + Core Web Vitals
insights
AI-ready signals worth investigating (optionally per `site`)
ask
Natural-language question answered server-side with citations
Fleets vs Next Devtools MCP
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