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Comparison

Azure vs cloudxray

Azure is an MCP server published by microsoft. Marketplaces we read that list it: 1 (Docker MCP Catalog). cloudxray is a plugin bundle for AI coding tools published by CloudXray AI. Marketplaces we read that list it: 1 (Community GitHub marketplaces). As of our marketplace pass on 2026-10-14. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceAzurecloudxray
Docker MCP Catalog Listed
Version: sha256:7928ff3246da
Forks (GitHub): 646
Stars (GitHub): 3 771
Not marked · First seen
Not listed
Community marketplace cloudxrayai/cloudxray-ai Not listed Listed
Version: 1.0.0
Forks (GitHub): 0
Stars (GitHub): 0
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

Azure vs cloudxray
FactAzurecloudxray
Marketplaces that list it11
Stars (GitHub) (differs)3 771 (better)0 (worse)
Forks (GitHub) (differs)646 (better)0 (worse)
Last release (differs)2026-10-14Not published
Where it runs (differs)On your machine (mcr.microsoft.com/azure-sdk/azure-mcp)Remote server (cloudxray.ai/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)55Not published
Environment variables it asks forNot publishedNot published
Parts of the bundle (differs)Not a bundle2
LicenceMITMIT
Repository (differs)github.com/microsoft/mcpgithub.com/cloudxrayai/cloudxray-ai
Changes in the last 7 days (differs)12
First seen (differs)2026-10-112026-10-13
Endpoint at the last check (differs)no remote endpoint we checknot checked yet

Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.

What each says it does

Azure

In its own words, on Docker MCP Catalog:

Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration.

cloudxray

In its own words, on Community GitHub marketplaces:

Search, compare and shortlist FinOps vendors from the CloudXray AI directory, with a guided vendor-selection skill

How to run each

Azure As a local MCP server: Docker image

Claude Code
claude mcp add --transport stdio azure -- docker run -i --rm mcr.microsoft.com/azure-sdk/azure-mcp

cloudxray As a Claude Code plugin

Claude Code
/plugin marketplace add cloudxrayai/cloudxray-ai
/plugin install cloudxray@cloudxray

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

The marketplaces of cloudxray publish no list of tools, so we do not compare tools.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: Azure · What it can do: cloudxray · Compare two other plugins

Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built