Ext Ops Panel
Open dashboard
Comparison

Beagle Security vs vibe-test

Beagle Security is an MCP server published by beaglesecurity. Marketplaces we read that list it: 1 (Docker MCP Catalog). vibe-test is a plugin bundle for AI coding tools published by estevanhernandez-stack-ed. Marketplaces we read that list it: 1 (Claude Code: claude-plugins-community). 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
MarketplaceBeagle Securityvibe-test
Docker MCP Catalog Listed
Version: sha256:4be5e4ae4369
Forks (GitHub): 0
Pulls (Docker Hub): 35 059
Stars (Docker Hub): 1
Stars (GitHub): 1
Not marked · First seen
Not listed
Claude Code: claude-plugins-community Not listed Listed
Version: 0.4.0
Forks (GitHub): 0
Stars (GitHub): 0
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

Beagle Security vs vibe-test
FactBeagle Securityvibe-test
Marketplaces that list it11
Stars (GitHub) (differs)1 (better)0 (worse)
Pulls (Docker Hub) (differs)35 059No figure on Docker Hub
Forks (GitHub)00
Last releaseNot publishedNot published
Where it runs (differs)On your machine (mcp/beagle-security-mcp-server)Installs as a plugin bundle
Transport (differs)stdioNot stated
Tools it declares (differs)17Not published
Environment variables it asks for (differs)1, secrets among them: 1Not published
Parts of the bundle (differs)Not a bundle22
Licence (differs)MITNot stated
Repository (differs)github.com/beaglesecurity/beagle-security-mcp-servergithub.com/estevanhernandez-stack-ed/vibe-test
Changes in the last 7 days00
First seen (differs)2026-10-112026-10-12

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

Beagle Security

In its own words, on Docker MCP Catalog:

Connects with the Beagle Security backend using a user token to manage applications, run automated security tests, track vulnerabilities across environments, and gain intelligence from Application and API vulnerability data.

vibe-test

In its own words, on Claude Code: claude-plugins-community:

Test coverage for vibe-coded apps that actually matters. vibe-test reads your app, classifies it by type and deployment risk, and generates tests proportional to that risk — not a boilerplate dump, not a pass/fail meter. It catches the broken harnesses other tools assume away: runners that silently report 0%, missing test binaries, coverage cherry-picked over a fraction of your files. Seven commands cover audit, generate, fix, coverage, gate, and posture, and the handoff artifacts (test plan, runbook, CI stub) survive uninstalling the plugin. JS/TS today.

How to run each

Beagle Security As a local MCP server: Docker image

Claude Code
claude mcp add --env "BEAGLE_SECURITY_API_TOKEN=<YOUR_BEAGLE_SECURITY_API_TOKEN>" --transport stdio beagle-security -- docker run -i --rm -e BEAGLE_SECURITY_API_TOKEN mcp/beagle-security-mcp-server

Requires: BEAGLE_SECURITY_API_TOKEN (secret)

vibe-test As a Claude Code plugin

Claude Code
/plugin marketplace add anthropics/claude-plugins-community
/plugin install vibe-test@claude-community

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

Tools each declares

The marketplaces of vibe-test publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of vibe-test publish no settings it asks for, so we do not compare settings.

What it can do: Beagle Security · What it can do: vibe-test · 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.

Where the data comes from: how the catalog is built