swarm vs SmartBear MCP
swarm is a plugin bundle for AI coding tools published by Dheer Gupta. Marketplaces we read that list it: 1 (Community GitHub marketplaces). SmartBear MCP is an MCP server published by smartbear.com. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). 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 |  SmartBear MCP | |
|---|---|---|
| Community marketplace dheerg/swarms | Listed Version: 0.6.25 Forks (GitHub): 8 Stars (GitHub): 85 Not marked · First seen |
Not listed |
| Official MCP Registry | Not listed | Listed Version: 0.42.0 Downloads/month (npm): 47 525 Downloads/week (npm): 10 500 Forks (GitHub): 50 Stars (GitHub): 44 Not marked · First seen |
| Docker MCP Catalog | Not listed | Listed Version: sha256:8a64acae01b6 Forks (GitHub): 50 Pulls (Docker Hub): 14 363 Stars (Docker Hub): 0 Stars (GitHub): 44 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 | swarm | SmartBear MCP |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | 85 (better) | 44 (worse) |
| Pulls (Docker Hub) (differs) | No figure on Docker Hub | 14 363 |
| Forks (GitHub) (differs) | 8 (worse) | 50 (better) |
| Last release | Not published | Not published |
| Where it runs (differs) | Installs as a plugin bundle | Remote server or your machine |
| Transport (differs) | Not stated | Streamable HTTP, stdio |
| Tools it declares (differs) | Not published | 160 |
| Environment variables it asks for (differs) | Not published | 17, secrets among them: 10 |
| Hooks it runs (differs) | 2 | Not published |
| Parts of the bundle (differs) | 27 | Not a bundle |
| Licence | MIT | MIT |
| Repository (differs) | github.com/dheerg/swarms | github.com/smartbear/smartbear-mcp |
| Changes in the last 7 days (differs) | 2 | 0 |
| First seen (differs) | 2026-10-16 | 2026-10-11 |
| Endpoint at the last check (differs) | no remote endpoint we check | Answered with HTTP 400 (4 h ago) |
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
swarm
Launch agent teams with reusable roles, rules, and interactive setup
SmartBear MCP
MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.
How to run each
swarm As a Claude Code plugin
/plugin marketplace add dheerg/swarms
/plugin install swarm@swarmsSmartBear MCP As a remote MCP server
claude mcp add --transport http smartbear-mcp https://bugsnag.mcp.smartbear.com/mcpRequires: BEARQ_API_TOKEN (secret), BUGSNAG_AUTH_TOKEN (secret), PACT_BROKER_PASSWORD (secret), PACT_BROKER_TOKEN (secret), QTM4J_API_KEY (secret), QTM4J_AUTOMATION_API_KEY (secret), REFLECT_API_TOKEN (secret), SWAGGER_API_KEY (secret), SWAGGER_FUNCTIONAL_TESTING_API_TOKEN (secret), ZEPHYR_API_TOKEN (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only SmartBear MCP has a remote endpoint we check. How we check endpoints
Tools each declares
The marketplaces of swarm publish no list of tools, so we do not compare tools.
Settings each asks for
The marketplaces of swarm publish no settings it asks for, so we do not compare settings.
What it can do: swarm · What it can do: SmartBear MCP · Compare two other plugins
Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from the Docker MCP Catalog (desktop.docker.com/mcp/catalog) and Docker Hub. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.