Ext Ops Panel
Open dashboard
Comparison

SmartBear MCP vs CloudBees Unify MCP Server

SmartBear MCP is an MCP server published by smartbear.com. Marketplaces we read that list it: 2 (Official MCP Registry, Docker MCP Catalog). CloudBees Unify MCP Server is an MCP server published by cloudbees. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-10-22. 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
MarketplaceSmartBear MCPCloudBees Unify MCP Server
Official MCP Registry 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
Listed
Version: 1.0.3
No figure published
Not marked · First seen
Docker MCP Catalog Listed
Version: sha256:8a64acae01b6
Forks (GitHub): 51
Pulls (Docker Hub): 14 440
Stars (Docker Hub): 0
Stars (GitHub): 44
Not marked · First seen
Not listed

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

SmartBear MCP vs CloudBees Unify MCP Server
FactSmartBear MCPCloudBees Unify MCP Server
Marketplaces that list it (differs)2 (better)1 (worse)
Stars (GitHub) (differs)44No figure on GitHub
Pulls (Docker Hub) (differs)14 440No figure on Docker Hub
Forks (GitHub) (differs)51No figure on GitHub
Last releaseNot publishedNot published
Where it runs (differs)Remote server or your machineRemote server (mcp.cloudbees.io/v1/mcp)
Transport (differs)Streamable HTTP, stdioStreamable HTTP
Tools it declares (differs)160Not published
Environment variables it asks for (differs)17, secrets among them: 10Not published
Licence (differs)MITNot stated
Repository (differs)github.com/smartbear/smartbear-mcpNot stated
Changes in the last 7 days00
First seen2026-10-112026-10-11
Endpoint at the last check (differs)Answered with HTTP 400 (5 days ago)Responded 2 days ago, requires a key

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

SmartBear MCP

In its own words, on Official MCP Registry:

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

CloudBees Unify MCP Server

In its own words, on Official MCP Registry:

Connect AI agents to CloudBees Unify: feature flags, CI/CD, release orchestration, and security

How to run each

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)

CloudBees Unify MCP Server As a remote MCP server

Claude Code
claude mcp add --transport http unify-mcp-server https://mcp.cloudbees.io/v1/mcp

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

Only the endpoint of CloudBees Unify MCP Server responded at the last daily check. How we check endpoints

Tools each declares

The marketplaces of CloudBees Unify MCP Server publish no list of tools, so we do not compare tools.

Settings each asks for

The marketplaces of CloudBees Unify MCP Server publish no settings it asks for, so we do not compare settings.

What it can do: SmartBear MCP · What it can do: CloudBees Unify MCP Server · Compare two other plugins

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