Zen vs atelier-pipeline
Zen is an MCP server published by BeehiveInnovations. Marketplaces we read that list it: 1 (Docker MCP Catalog). atelier-pipeline is a plugin bundle for AI coding tools published by robertsfeir. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). As of our marketplace pass on 2026-10-15. 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 |  Zen |  atelier-pipeline |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:02cbe1d325db Forks (GitHub): 1 036 Pulls (Docker Hub): 34 881 Stars (Docker Hub): 0 Stars (GitHub): 11 784 Not marked · First seen |
Not listed |
| Claude Code: claude-plugins-community | Not listed | Listed Version: 5.2.0 Forks (GitHub): 8 Stars (GitHub): 25 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 | Zen | atelier-pipeline |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 11 784 (better) | 25 (worse) |
| Pulls (Docker Hub) (differs) | 34 881 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 1 036 (better) | 8 (worse) |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/zen) | Installs as a plugin bundle |
| Transport (differs) | stdio | Not stated |
| Tools it declares (differs) | 18 | Not published |
| Environment variables it asks for (differs) | 4, secrets among them: 4 | Not published |
| Hooks it runs (differs) | Not published | 1 |
| Parts of the bundle (differs) | Not a bundle | 5 |
| Licence (differs) | NOASSERTION | Apache-2.0 |
| Repository (differs) | github.com/beehiveinnovations/zen-mcp-server | github.com/robertsfeir/atelier-pipeline |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
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
Bridges multiple AI models and CLIs, enabling orchestrated workflows across Claude Code, Gemini CLI, Codex CLI, and other AI development tools.
atelier-pipeline
Atelier Pipeline has two core systems: Multi-Agent Orchestration. Eleven specialized agent personas with clear responsibilities, strict boundaries, and independent quality verification. Eva orchestrates, Robert handles product, Sable designs UX, Sarah architects, Colby builds, Poirot blind-reviews every wave, Agatha documents, Ellis commits, Distillator compresses cross-phase artifacts, Sherlock investigates user-reported bugs, and Sentinel audits security (opt-in). Custom agents can be added via agent discovery. Specs get written, designs get validated, every change passes Eva's mechanical test gate plus Poirot blind review, and nothing ships without review. Works with Claude Code and Cursor. Atelier Brain. A persistent memory layer backed by PostgreSQL and vector embeddings that gives your agents institutional memory across sessions. Without it, every time you close a terminal you lose the architectural decisions that shaped your implementation, the user corrections that steered scope, the rejected alternat
How to run each
Zen As a local MCP server: Docker image
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/zenRequires: GEMINI_API_KEY (secret), OPENAI_API_KEY (secret), OPENROUTER_API_KEY (secret), XAI_API_KEY (secret)
atelier-pipeline As a Claude Code plugin
/plugin marketplace add anthropics/claude-plugins-community
/plugin install atelier-pipeline@claude-communityCommands built only from what the marketplaces declare; the full set for every client is on each card.
Tools each declares
The marketplaces of atelier-pipeline publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of atelier-pipeline publish no settings it asks for, so we do not compare settings.
What it can do: Zen · What it can do: atelier-pipeline · Compare two other plugins
Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Data comes from the public marketplace file https://github.com/anthropics/claude-plugins-community/blob/HEAD/.claude-plugin/marketplace.json. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.