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Zen vs AIBuilder Marketplace: software pricing dossiers

Zen is an MCP server published by BeehiveInnovations. Marketplaces we read that list it: 1 (Docker MCP Catalog). AIBuilder Marketplace: software pricing dossiers is an MCP server published by aibuildermarketplace.com. 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

Where each is published
MarketplaceZenAIBuilder Marketplace: software pricing dossiers
Docker MCP Catalog Listed
Version: sha256:02cbe1d325db
Forks (GitHub): 1 034
Pulls (Docker Hub): 34 905
Stars (Docker Hub): 0
Stars (GitHub): 11 786
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

Zen vs AIBuilder Marketplace: software pricing dossiers
FactZenAIBuilder Marketplace: software pricing dossiers
Marketplaces that list it11
Stars (GitHub) (differs)11 786No figure on GitHub
Pulls (Docker Hub) (differs)34 905No figure on Docker Hub
Forks (GitHub) (differs)1 034No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/zen)Remote server (api.aibuildermarketplace.com/mcp)
Transport (differs)stdioStreamable HTTP
Tools it declares (differs)18Not published
Environment variables it asks for (differs)4, secrets among them: 4Not published
Licence (differs)NOASSERTIONNot stated
Repository (differs)github.com/beehiveinnovations/zen-mcp-serverNot stated
Changes in the last 7 days (differs)02
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

Zen

In its own words, on Docker MCP Catalog:

Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.

AIBuilder Marketplace: software pricing dossiers

In its own words, on Official MCP Registry:

Dated plan prices, cost traps with evidence and hands-on results for 540 business-software tools.

How to run each

Zen As a local MCP server: Docker image

Claude Code
claude mcp add --env "GEMINI_API_KEY=<YOUR_GEMINI_API_KEY>" --env "OPENAI_API_KEY=<YOUR_OPENAI_API_KEY>" --env "OPENROUTER_API_KEY=<YOUR_OPENROUTER_API_KEY>" --env "XAI_API_KEY=<YOUR_XAI_API_KEY>" --transport stdio zen -- docker run -i --rm -e GEMINI_API_KEY -e OPENAI_API_KEY -e OPENROUTER_API_KEY -e XAI_API_KEY mcp/zen

Requires: GEMINI_API_KEY (secret), OPENAI_API_KEY (secret), OPENROUTER_API_KEY (secret), XAI_API_KEY (secret)

AIBuilder Marketplace: software pricing dossiers As a remote MCP server

Claude Code
claude mcp add --transport http software-pricing https://api.aibuildermarketplace.com/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 AIBuilder Marketplace: software pricing dossiers publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of AIBuilder Marketplace: software pricing dossiers publish no settings it asks for, so we do not compare settings.

What it can do: Zen · What it can do: AIBuilder Marketplace: software pricing dossiers · 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