Azure vs ai.levelfour/levelfour-mcp
Azure is an MCP server published by microsoft. Marketplaces we read that list it: 1 (Docker MCP Catalog). ai.levelfour/levelfour-mcp is an MCP server published by levelfour.ai. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-18. 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
| Marketplace |   Azure | |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:7928ff3246da Forks (GitHub): 647 Stars (GitHub): 3 777 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 1.0.0 No figure published 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
| Fact | Azure | ai.levelfour/levelfour-mcp |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 3 777 | No figure on GitHub |
| Forks (GitHub) (differs) | 647 | No figure on GitHub |
| Last release (differs) | 2026-10-14 | Not published |
| Where it runs (differs) | On your machine (mcr.microsoft.com/azure-sdk/azure-mcp) | Remote server (mcp.levelfour.ai/mcp) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares (differs) | 55 | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/microsoft/mcp | github.com/levelfourai/levelfour-api |
| Changes in the last 7 days (differs) | 1 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Responded 3 days ago, requires a key |
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
Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration.
ai.levelfour/levelfour-mcp
Cloud cost visibility and savings recommendations grounded in your actual AWS, GCP and Azure bill.
How to run each
Azure As a local MCP server: Docker image
claude mcp add --transport stdio azure -- docker run -i --rm mcr.microsoft.com/azure-sdk/azure-mcpai.levelfour/levelfour-mcp As a remote MCP server
claude mcp add --transport http levelfour-mcp https://mcp.levelfour.ai/mcpCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only ai.levelfour/levelfour-mcp has a remote endpoint we check. How we check endpoints
Tools each declares
The marketplaces of ai.levelfour/levelfour-mcp 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: ai.levelfour/levelfour-mcp · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.