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Facts about Samplyn, apparel wholesale order and product software, and a way to book a demo.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.8/5.0

Scored across 11 tools

Disambiguation4/5

Each tool targets a distinct content area: overview, capabilities, pricing, integrations, FAQ, guides, changelog, Cardi, competitor comparison, search, and demo requests. Minor overlap exists between search_samplyn and the individual get_* content pages, and between overview/capabilities/FAQ for broad company questions, but the descriptions make the intended use clear.

Naming Consistency4/5

Most read tools use a consistent get_* noun pattern (get_overview, get_pricing, get_integrations), while search_samplyn and request_demo are clear action verbs. compare_with is a minor deviation from the pattern but still readable and semantically appropriate.

Tool Count5/5

Eleven tools is well-scoped for an informational/marketing server. Each tool covers a recognizable content area, and there are no redundant or filler tools.

Completeness5/5

The surface covers the full published-information lifecycle: overview, capabilities, AI agent details, comparisons, guides, FAQ, integrations, pricing, changelog, search, and demo booking. No obvious gaps remain for an agent answering questions about Samplyn or converting interest into a demo.

Available Tools

11 tools
compare_withCompare Samplyn with another systemA
Read-onlyIdempotent
Inspect

An honest comparison of Samplyn with another system apparel companies use, row by row, with where the other one is stronger and which to pick. Competitors: aims360, apparelmagic, uphance, joor, nuorder, erp-plus-inspectorio.

Inputs: competitor (required). Returns: kind, name, slug, table, +7 more

get_capabilitiesSamplyn capabilitiesA
Read-onlyIdempotent
Inspect

What Samplyn does, grouped by the stage of apparel wholesale work. Give a stage (develop, sell, samples, make, ship, run, cardi) for one, or none for all.

Inputs: stage. Returns: stages

get_cardiCardi, the AI agentB
Read-onlyIdempotent
Inspect

What Cardi, Samplyn's AI agent for staff, can read and change, how every change is previewed and confirmed by a person, and her limits.

Inputs: no named parameters. Returns: facts, limits, summary, headline, +4 more

get_changelogSamplyn release notesA
Read-onlyIdempotent
Inspect

Samplyn's dated releases, newest first. limit is 1 to 20 (default 5).

Inputs: limit. Returns: releases, source_url

get_faqSamplyn FAQA
Read-onlyIdempotent
Inspect

Answers to the questions buyers ask before a demo (EDI, accounting, factories, switching, data, AI, pricing, setup time). Give a query to filter, or none for all.

Inputs: query. Returns: query, results, source_url

get_guideSamplyn guidesA
Read-onlyIdempotent
Inspect

Practical guides on apparel wholesale work. With no slug, the list; with a slug (track-garment-samples, points-of-measure, time-and-action-calendar, line-sheets-for-department-store-buyers, off-price-vendor-requirements, routing-guide-compliance-chargebacks, sample-request-process), that guide's full text.

Inputs: slug. Returns: guide, guides

get_integrationsIntegrations and limitsB
Read-onlyIdempotent
Inspect

What Samplyn connects to, where it stops (it runs beside an ERP and an EDI provider), what it does not do yet, and how client data is kept.

Inputs: no named parameters. Returns: not_yet, summary, connects, security, +2 more

get_overviewSamplyn overviewA
Read-onlyIdempotent
Inspect

What Samplyn is, who it is for, the work it covers from development to shipment, its key facts and its main pages. Start here.

Inputs: no named parameters. Returns: loop, name, pages, company, +7 more

get_pricingSamplyn pricing modelA
Read-onlyIdempotent
Inspect

How Samplyn is priced: a setup fee and a monthly fee, quoted after a first call. There is no public price; this says what the quote depends on and what every client gets.

Inputs: no named parameters. Returns: why, model, setup, included, +3 more

request_demoRequest a Samplyn demoA
Idempotent
Inspect

Send a demo request to the Samplyn team, who reply within one business day. Call this only when the person has asked to book a demo and has given their name, work email and company; never guess or invent their details. companyType is one of wholesaler, brand, private_label, other; companySize is one of 1-10, 11-50, 51-200, 200+; interests are any of develop, sell, samples, make, ship, run, cardi.

Inputs: name (required), email (required), company (required), companySize (required), +5 more. Returns: status, message, demo_url

search_samplynSearch SamplynA
Read-onlyIdempotent
Inspect

Keyword search over everything Samplyn publishes about itself: capabilities, Cardi, pricing, integrations, FAQ, comparisons, guides and releases. Returns ranked sections with their page URLs.

Inputs: query (required). Returns: query, results

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