Comparison

mubboo-flights vs FreightUtils MCP Server

mubboo-flights is a plugin bundle for AI coding tools published by Mubboo-Ai. Marketplaces we read that list it: 1 (Community GitHub marketplaces). FreightUtils MCP Server is an MCP server published by SoapyRED. Marketplaces we read that list it: 2 (Official MCP Registry, npm registry (MCP servers)). As of our marketplace pass on 2026-10-25. 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
Marketplace	mubboo-flights	FreightUtils MCP Server
Community marketplace davepoon/buildwithclaude	Listed Version: 0.1.0 Forks (GitHub): 0 Stars (GitHub): 0 Not marked · First seen 2026-10-24	Not listed
Official MCP Registry	Not listed	Listed Version: 2.22.5 Downloads/month (npm): 2 131 Downloads/week (npm): 1 439 Forks (GitHub): 1 Stars (GitHub): 8 Not marked · First seen 2026-10-11
npm registry (MCP servers)	Not listed	Listed Version: 2.22.5 Downloads/month (npm): 2 131 Downloads/week (npm): 1 439 Forks (GitHub): 1 Stars (GitHub): 8 Not marked · First seen 2026-10-12

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

mubboo-flights vs FreightUtils MCP Server
Fact	mubboo-flights	FreightUtils MCP Server
Marketplaces that list it (differs)	1 (worse)	2 (better)
Stars (GitHub) (differs)	0 (worse)	8 (better)
Forks (GitHub) (differs)	0 (worse)	1 (better)
Last release (differs)	Not published	2026-10-15
Where it runs (differs)	Remote server (mubboo.flights/api/mcp)	Remote server or your machine
Transport	Streamable HTTP	Streamable HTTP
Tools it declares	Not published	Not published
Environment variables it asks for	Not published	Not published
Parts of the bundle (differs)	1	Not a bundle
Licence	MIT	MIT
Repository (differs)	github.com/mubboo-ai/mubboo-flights-mcp	github.com/soapyred/freightutils-mcp
Changes in the last 7 days (differs)	2	0
First seen (differs)	2026-10-24	2026-10-11
Endpoint at the last check (differs)	Responded 3 days ago	Responded 6 days 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

mubboo-flights

In its own words, on Community GitHub marketplaces:

Prepare flight comparisons with airport lookup, validated trip inputs and ready-to-open search links. Free hosted MCP; no API key, live fares or bookings. MIT connection plugin; private hosted backend.

FreightUtils MCP Server

In its own words, on Official MCP Registry:

Neutral freight reference + validation layer for AI agents: ADR, HS, UN/LOCODE, freight math

How to run each

mubboo-flights As a Claude Code plugin

Claude Code

/plugin marketplace add davepoon/buildwithclaude
/plugin install mubboo-flights@buildwithclaude

FreightUtils MCP Server As a remote MCP server

Claude Code

claude mcp add --transport http freightutils https://www.freightutils.com/api/mcp

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

Both endpoints responded at the last daily check. How we check endpoints

Tools each declares

Only mubboo-flights has

find_airports
get_service_info
prepare_flight_search

Only FreightUtils MCP Server has

adr_exemption_calculator
adr_lookup
adr_lq_eq_check
airline_lookup
airport_lookup
cbm_calculator
chargeable_weight_calculator
consignment_calculator
container_lookup
emissions_calculator
get_subscribe_link
hs_code_lookup

Show the remaining 13

ics2_check
incoterms_lookup
ldm_calculator
nearest_airport
pallet_fitting_calculator
resolve_reference
shipment_summary
uk_duty_calculator
uld_lookup
unit_converter
unlocode_lookup
validate
vehicle_lookup

Both have

None

Tool names as the marketplaces declare them and as Ext Ops observed them on the endpoints (mubboo-flights as of 2026-10-22; FreightUtils MCP Server as of 2026-10-15). More tools is not better in itself: compare what each needs for the job.

Settings each asks for

Neither one's marketplaces publish the settings it asks for.

What it can do: mubboo-flights · What it can do: FreightUtils MCP Server · 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. Package data comes from the public npm registry (registry.npmjs.org). Figures come from our own regular passes over the marketplaces, last read on 2026-10-25. We publish no contact details for plugin publishers.