Kubectl vs Willform Agent
Kubectl is an MCP server published by rohitg00. Marketplaces we read that list it: 1 (Docker MCP Catalog). Willform Agent is an MCP server published by willform.ai. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-19. 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 |   Kubectl |  Willform Agent |
|---|---|---|
| Docker MCP Catalog | Listed Version: sha256:a6bf30877095 Forks (GitHub): 186 Pulls (Docker Hub): 26 908 Stars (Docker Hub): 0 Stars (GitHub): 964 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 | Kubectl | Willform Agent |
|---|---|---|
| Marketplaces that list it | 1 | 1 |
| Stars (GitHub) (differs) | 964 | No figure on GitHub |
| Pulls (Docker Hub) (differs) | 26 908 | No figure on Docker Hub |
| Forks (GitHub) (differs) | 186 | No figure on GitHub |
| Last release | Not published | Not published |
| Where it runs (differs) | On your machine (mcp/kubectl-mcp-server) | Remote server (agent.willform.ai/api/mcp) |
| Transport (differs) | stdio | Streamable HTTP |
| Tools it declares (differs) | 26 | Not published |
| Environment variables it asks for | Not published | Not published |
| Licence (differs) | MIT | Not stated |
| Repository (differs) | github.com/rohitg00/kubectl-mcp-server | github.com/willform-ai/willform-agent |
| Changes in the last 7 days | 0 | 0 |
| First seen | 2026-10-11 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Not responding since 2026-10-16 |
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
Kubectl
MCP Server that enables AI assistants to interact with Kubernetes clusters via kubectl operations.
Willform Agent
Deploy containers on Kubernetes with x402 billing. 9 workload types and source builds.
How to run each
Kubectl As a local MCP server: Docker image
claude mcp add --transport stdio kubectl-mcp-server -- docker run -i --rm mcp/kubectl-mcp-serverWillform 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
Commands 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
The marketplaces of Willform Agent 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: Kubectl · What it can do: Willform Agent · 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.