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Azure vs AICostBudget AI API Pricing

Azure is an MCP server published by microsoft. Marketplaces we read that list it: 1 (Docker MCP Catalog). AICostBudget AI API Pricing is an MCP server published by aicostbudget. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-24. 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
MarketplaceAzureAICostBudget AI API Pricing
Docker MCP Catalog Listed
Version: sha256:15720a6412fc
Forks (GitHub): 659
Stars (GitHub): 3 799
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.1.0
Forks (GitHub): 0
Stars (GitHub): 3
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 AICostBudget AI API Pricing
FactAzureAICostBudget AI API Pricing
Marketplaces that list it11
Stars (GitHub) (differs)3 799 (better)3 (worse)
Forks (GitHub) (differs)659 (better)0 (worse)
Last release (differs)2026-10-24Not published
Where it runs (differs)On your machine (mcr.microsoft.com/azure-sdk/azure-mcp)On your machine (ai-api-pricing-mcp)
Transportstdiostdio
Tools it declares (differs)55Not published
Environment variables it asks forNot publishedNot published
Licence (differs)MITNot stated
Repository (differs)github.com/microsoft/mcpgithub.com/aicostbudget/ai-api-pricing-data
Changes in the last 7 days (differs)32
First seen (differs)2026-10-112026-10-21

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.

AICostBudget AI API Pricing

In its own words, on Official MCP Registry:

Read-only source-linked AI API prices, comparisons, cost estimates, and price changes.

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

AICostBudget AI API Pricing As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio ai-api-pricing-mcp -- npx -y ai-api-pricing-mcp

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

Tools each declares

The marketplaces of AICostBudget AI API Pricing 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: AICostBudget AI API Pricing · 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.

Where the data comes from: how the catalog is built