Willform Agent vs Containerization Assist
Willform Agent is an MCP server published by willform.ai. Marketplaces we read that list it: 1 (Official MCP Registry). Containerization Assist is an MCP server published by Azure. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-17. 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 |  Willform Agent |  Containerization Assist |
|---|---|---|
| Official MCP Registry | Listed Version: 1.0.0 No figure published Not marked · First seen |
Listed Version: 1.5.0 Downloads/month (npm): 2 199 Downloads/week (npm): 359 Forks (GitHub): 20 Stars (GitHub): 43 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 | Willform Agent | Containerization Assist |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | No figure on GitHub | 43 |
| Forks (GitHub) (differs) | No figure on GitHub | 20 |
| Last release | Not published | Not published |
| Where it runs (differs) | Remote server (agent.willform.ai/api/mcp) | On your machine (containerization-assist-mcp) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 2, secrets among them: 0 |
| Licence | Not stated | Not stated |
| Repository (differs) | github.com/willform-ai/willform-agent | github.com/azure/containerization-assist |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | Not responding since 2026-10-16 | no remote endpoint we check |
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
Willform Agent
Deploy containers on Kubernetes with x402 billing. 9 workload types and source builds.
Containerization Assist
TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support
How to run each
Willform Agent As a remote MCP server
claude mcp add --transport http willform-agent https://agent.willform.ai/api/mcp --header "Authorization: Bearer <YOUR_TOKEN>"Requires: Authorization header
Containerization Assist As a local MCP server: npm package
claude mcp add --transport stdio containerization-assist -- npx -y containerization-assist-mcp startCommands built only from what the marketplaces declare; the full set for every client is on each card.
Only Willform Agent has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
The marketplaces of Willform Agent publish no settings it asks for, so we do not compare settings.
What it can do: Willform Agent · What it can do: Containerization Assist · Compare two other plugins
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.