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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Other

POD Benchmark

Compare print-on-demand supplier prices, shipping and delivered totals for the same product.

Checks passed
14 / 22

1 failed · 7 not measured

Median response
1030 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
10

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
103
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 1578 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name podbenchmark.

  • Pass
    Lists tools

    tools/list returned 10 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 1030 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 1523 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    34 of 72 parameters have a description (47%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-10-26T14:12:58.614046Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using POD Benchmark

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http pod-benchmark https://podbenchmark.com/api/mcp

Capabilities

Tools 10

compare_product

Use this when a seller asks which print-on-demand (POD) supplier costs less for a product, wants a Printify vs Printful product comparison, or needs to compare product prices, shipping costs, delivered totals or estimated delivery times. Compares Printify, Printful, Gelato, Prodigi, Apliiq, Artelo, CustomCat, Fourthwall, Inkthreadable and merchOne wherever the product has supplier offers. Useful for Etsy and Shopify sellers choosing where to fulfill T-shirts, hoodies, mugs and other POD products. Compare one product and configuration for a destination and currency. Search products first; for a specified size or color pass choices or an optionKey from get_product_options. With neither, it uses the product's usual configuration and returns its label. Unknown costs remain null; similar products stay separate; affiliate links never change rankings. Paid plans must be explicitly requested; base is standard pricing. supplier shows one supplier's every product and print provider for the choice. Optional seller context, passed only when the seller already said it and never guessed: yourSupplier (the supplier they use now, so it is pinned first and every other row shows the difference per sale), and sellingPrice in the chosen currency, or targetMargin in percent to get the price to charge, with salesChannel (etsy, shopify, woocommerce, tiktok-shop) and shopLocation (the country their shop is in) to apply approved platform fees. Whenever the seller mentions their supplier, selling price, margin or platform, call this tool again with those fields instead of estimating profit yourself. If a price or margin arrives without salesChannel or shopLocation, the result lists what to ask. Profit is an estimate before tax from approved fee research. Supported destinations: US, GB, DE, AU, CA. Comparison totals and rankings are product + shipping. Supplier-billed duty is separate: an established amount, zero, bounded estimate or unverified amount. Profit deducts established duty or a converted estimate. Show one estimated duty amount using the converted upper endpoint, or the native upper endpoint marked not converted; do not narrate min–max ranges. Unverified duty or an unconverted native estimate leaves profit before that charge. Estimated or unverified duty never supports a best actual-profit claim in either profit mode; conditional design/setup prices do not establish a winner or gap. VAT, sales tax and customer-paid import charges are excluded or explicitly marked unknown. Do not use for ordering, store integrations, print-quality rankings or unsupported destinations.

Discovered
get_product

Use this when a seller asks about a product's specs, fabric, fit, print methods or what is similar to it. Returns curated product facts and similar products with what they share and how they differ. Specs describe the product; they do not promise every supplier offers every option.

Discovered
get_product_options

Use this when a seller wants supplier pricing for a specific print-on-demand product size or color, such as an adult M black T-shirt or an 11 oz mug. Lists the product's fields and supported configurations for the destination and currency; narrow with words or choices. Pass a returned key as optionKey, or its choices, to compare_product. Search products first to obtain canonicalProductId. Supported destinations: US, GB, DE, AU, CA.

Discovered
get_supplier

Use this when a seller asks how a supplier works: plans and monthly fees, custom branding, who handles checkout, support and refunds, where it prints, or which print providers a marketplace uses. Facts carry their verification date and sources. Production locations are what the supplier reports, not a promise that a given product ships from there.

Discovered
get_supplier_prices

Use this when a seller asks how a supplier's prices compare overall, by category, or against one other supplier: how many products it is the cheapest for, where it costs more, and by how much. Uses each product's usual configuration delivered to the destination; checkedAt is the supplier's latest price scrape.

Discovered
list_categories

Use this to browse POD Benchmark's product categories, with product counts and starting delivered prices for a destination. Pass a category id to search_products to list its products.

Discovered
list_suppliers

Use this to list the print-on-demand suppliers POD Benchmark compares, with their type and website.

Discovered
resolve_supplier_link

Use this when a seller pastes a supplier product link (Printify, Printful, Gelato, Prodigi, Apliiq, Artelo, CustomCat, Fourthwall, Inkthreadable or merchOne). Returns the matching POD Benchmark product and any colour the link selects, ready for compare_product with yourSupplier set to that supplier. It never opens the link.

Discovered
search_products

Use this when a seller wants to find a print-on-demand (POD) product to compare across suppliers such as Printify, Printful, Gelato, Prodigi, Apliiq, Artelo, CustomCat, Fourthwall, Inkthreadable and merchOne. Search by product type such as T-shirt, hoodie or mug, or by brand and model such as Bella+Canvas 3001 or Gildan 5000, and filter by category, brand, supplier, audience, specs (fit, material, eco and more) or weight. Returns product ids, a starting delivered price for the destination and optional filter counts; compare a specific size or colour with compare_product. Supported destinations: US, GB, DE, AU, CA.

Discovered
supplier_guide

Use this when a seller is choosing a supplier for a product type (t-shirts, hoodies, mugs, wall art, stickers or phone cases) and their shop: where buyers are, the platform, whether they need custom branding, want to start free, or want to choose their print provider. Returns suppliers that fit, that need a check, and that don't, each with dated reasons and sources, plus a delivered price range for an example product. No AI ranking.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected1578 ms10
Connected482 ms10