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bagel vs SmartBear MCP

bagel is a plugin bundle for AI coding tools published by Extelligence. 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 2026-10-24. 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
MarketplacebagelSmartBear MCP
Community marketplace extelligence-ai/bagel Listed
Version: 0.2.7
Forks (GitHub): 30
Stars (GitHub): 399
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.42.0
Downloads/month (npm): 45 350
Downloads/week (npm): 4 476
Forks (GitHub): 51
Stars (GitHub): 44
Not marked · First seen
Docker MCP Catalog Not listed Listed
Version: sha256:8a64acae01b6
Forks (GitHub): 51
Pulls (Docker Hub): 14 581
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

bagel vs SmartBear MCP
FactbagelSmartBear MCP
Marketplaces that list it (differs)1 (worse)2 (better)
Stars (GitHub) (differs)399 (better)44 (worse)
Pulls (Docker Hub) (differs)No figure on Docker Hub14 581
Forks (GitHub) (differs)30 (worse)51 (better)
Last releaseNot publishedNot published
Where it runs (differs)Remote server (localhost/mcp)Remote server or your machine
Transport (differs)Streamable HTTPStreamable HTTP, stdio
Tools it declares (differs)Not published160
Environment variables it asks for (differs)Not published17, secrets among them: 10
Parts of the bundle (differs)5Not a bundle
Licence (differs)Not statedMIT
Repository (differs)github.com/extelligence-ai/bagelgithub.com/smartbear/smartbear-mcp
Changes in the last 7 days00
First seen (differs)2026-10-132026-10-11
Endpoint at the last check (differs)not checked yetAnswered with HTTP 400 (32 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

bagel

In its own words, on Community GitHub marketplaces:

Query robot logs and live data in plain language via the Bagel MCP server; includes skills for triage, pipelines, live sinks, and visualization export.

SmartBear MCP

In its own words, on Official MCP Registry:

MCP server for AI access to SmartBear tools, including BugSnag, Reflect, Swagger, PactFlow, QTM4J.

How to run each

bagel As a Claude Code plugin

Claude Code
/plugin marketplace add extelligence-ai/bagel
/plugin install bagel@bagel

SmartBear MCP As a remote MCP server

Claude Code
claude mcp add --transport http smartbear-mcp https://bugsnag.mcp.smartbear.com/mcp

Requires: 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.

Neither endpoint responded at the last daily check. How we check endpoints

Tools each declares

The marketplaces of bagel publish no list of tools, so we do not compare tools.

Settings each asks for

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

What it can do: bagel · 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.

Where the data comes from: how the catalog is built