Moltline Shopify Prep MCP server
online · 100% uptimeCheck a product CSV, handles, variant matrices and metafield keys. 4 of 6 free.
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Moltline Shopify Prep tools (6)
write = sends, deletes, buys or postsbulk_price_changeFreeApply one pricing rule across a list of prices and show the effect. PREMIUM (license). Percentage first, then the flat amount, then rounding — stated explicitly because the order changes the answer. Typical input {"prices": [19.99, 24.5], "change_pct": 10, "charm_ending": ".99"} returns {"rows": [{"was": 19.99, "now": 21.99}, {"was": 24.5, "now": 26.99}], "total_was": 44.49, "total_now": 48.98, "uplift_pct": 10.09}. Use when repricing a catalogue before export. Not for what a price nets you after Shopify's fees — that is payout_estimate. Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "prices must contain at least one price"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.
metafield_key_checkFreeValidate a metafield namespace and key before you define it. FREE. Shopify metafield namespaces and keys are lowercase alphanumerics and underscores; a capital letter or a dash is rejected at definition time, usually after the rest of the import has already run. Typical input {"namespace": "custom", "key": "Care-Instructions"} returns {"ok": false, "problems": ["key: dashes and capitals are not allowed"], "suggested_key": "care_instructions"}. Use when designing metafields. Not for the CSV column that carries them — that is product_csv_check. Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": "<what is wrong and how to fix it>"}. Every call is read-only and idempotent, so after correcting the input it is always safe to retry.
payout_estimateFreeEstimate what actually lands in the bank after processing fees. PREMIUM (license). Typical input {"order_total": 84.5, "fee_pct": 2.9, "fee_fixed": 0.3, "orders": 120, "refund_rate_pct": 4} returns {"gross": 10140.0, "fees": 330.06, "refunds": 405.6, "net_payout": 9404.34, "effective_fee_pct": 3.26}. Use for cash-flow planning. Not as an authoritative fee schedule: rates depend on your plan, country and card mix, so pass your own. Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": "<what is wrong and how to fix it>"}. Every call is read-only and idempotent, so after correcting the input it is always safe to retry.
product_csv_checkFreeCheck a product CSV's header row against Shopify's current columns. FREE. Catches the failure that wastes the most time: a template copied from an out-of-date guide, using column names Shopify renamed. Typical input {"header_row": ["Handle", "Title", "Body (HTML)", "Variant Price"]} returns {"ok": false, "missing_required": [], "renamed": [{"found": "Handle", "use": "URL handle"}, ...], "unrecognised": [], "verdict": "..."}. Use before an import, on the header row alone. Not for whether the values in the rows are valid — check a handle with url_handle and a metafield key with metafield_key_check. Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "header_row must contain at least one column name"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.
url_handleFreeTurn a product title into a valid, unique Shopify URL handle. FREE. Shopify handles are lowercase, may contain letters, numbers and dashes, and may not contain spaces. Typical input {"title": "Men's Merino Wool Socks (2-Pack)"} returns {"handle": "mens-merino-wool-socks-2-pack", "valid": true, "changed": true, "collisions": []}. Use when generating handles for an import, or checking one you already have. Not for validating a whole header row — that is product_csv_check. Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "title must not be empty"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.
variant_matrixFreeCount the variants a set of options produces, and flag the ceilings. FREE. Option counts multiply, so three modest lists become a number nobody intended. Typical input {"options": {"Size": ["S", "M", "L"], "Colour": ["Black", "Navy"]}} returns {"option_count": 2, "variant_count": 6, "within_limits": true, "per_option": {"Size": 3, "Colour": 2}}. Use before building an import file, to find out whether the catalogue needs splitting into several products. Not for validating the resulting CSV's columns — that is product_csv_check. Errors: on invalid, missing, or malformed input this tool never raises a protocol error — it returns {"error": "<what is wrong and how to fix it>"} (for example {"error": "options must contain at least one option"}). Every call is read-only and idempotent, so after correcting the input it is always safe to retry.
Public scan report
scanner v0.1.10 · 2026-10-15 · same rubric, same numbers if you re-run it
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 433ms20/20
- Tool poisoning6 tool descriptions checked15/15
- Auth qualityopen endpoint, read-only tools10/15
- Maintenancelast push 1 days ago15/15
- Maintainer identityendpoint served from the registry-verified namespace domain8/10
How Moltline Shopify Prep compares
Against every graded E-commerce MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 91/100
- higher than 90% of 2,174 E-commerce servers
- Tools
- 6
- the typical E-commerce server has 6
- Tools that change things
- 0%
- typical: 0%. Fewer write tools means less an agent can break
- Uptime
- 100%
- of our recent checks; the typical remote E-commerce server answers 100%
- Response time
- 92 ms
- faster than 88% of 1,527 E-commerce servers
What its tools let an agent do: 5 read · 1 change
Install Moltline Shopify Prep in Claude Code, Cursor or VS Code
claude mcp add --transport http shopify https://mcp.moltlinestudio.com/shopify
What the publisher says
From the Moltline Shopify Prep repository's README, as published. We do not edit it. Read it on GitHub
moltline-mcp
A thin, dependency-free stdio bridge to Moltline Studio's fleet of 22 hosted MCP servers.
Most modern MCP clients can connect to the fleet directly over Streamable HTTP — no install needed (see Direct connection below). This bridge exists for clients that only speak the stdio transport: it proxies newline-delimited JSON-RPC between your client and the hosted server, verbatim, with no telemetry and no dependencies beyond the Python 3.9+ standard library.
- 160 tools across 22 servers; 110 are free.
- Free tier: no registration, no account, no credentials — connect and call tools immediately.
- Premium tools are unlocked with a Moltline license. Set MOLTLINE_LICENSE in your MCP client's environment; the bridge sends it as the X-Moltline-License header and never writes it to argv, URLs or logs. See auth.md.
- Independently checked by MCPize on the direct endpoints (scans of 5–6 September 2026: 6 A+, 15 A, 1 B+; scores 89–98). All 22 servers score 100 on clarity, 100 on reliability and 100 on trust, 95 on protocol and 87 on safety; the one finding raised on every server is that the free tier accepts anonymous access — which is the point of it — and the spread between servers sits in MCPize's "Market" dimension (a crowded category). Each server's MCPize listing links its own public result.
Find it on: Smithery · MCPize · Glama · Clawmart · MCP Registry
The fleet
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Moltline Shopify Prep: common questions
- Is Moltline Shopify Prep MCP server safe?
- Yes, by our scan: it is graded A (91/100). Read the Moltline Shopify Prep safety report
- How do I install Moltline Shopify Prep?
- It runs remotely at mcp.moltlinestudio.com. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does Moltline Shopify Prep need an API key?
- Not as far as the registry entry and our scan can tell: no credentials are declared or required.
- Is Moltline Shopify Prep maintained?
- The last commit was 21 days ago (2026-10-14). The latest release is v1.2.0.
- Is Moltline Shopify Prep up?
- 100% of our last 28 checks got an answer. We check remote servers about four times a day.
- What can I use instead of Moltline Shopify Prep?
- Servers from other publishers that do the same job: Idea Reality MCP server, HasData Shopify MCP server and Shopify MCP server.
- How does Moltline Shopify Prep compare with other E-commerce MCP servers?
- safety score 91/100 (higher than 90% of 2,174 E-commerce servers); tools 6 (the typical E-commerce server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.
Alternatives to Moltline Shopify Prep
Same job from other publishers: the closest match first, then the best rated.
- Idea RealityPre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt — returns 0-100 signal.not reviewedEstablishedB
- HasData ShopifyThe public product catalogue and collections of any Shopify storefront, as structured JSON.not reviewedGrowingA
- ShopifyMCP server for Shopify — Admin REST API (orders, products, customers, inventory, fulfillments)not reviewedGrowingB
DebugBundleDebugBundle MCP: runtime error reporting, incident response, health checks, and product analytics.not reviewedGrowingB
DSers Official MCP ServerOfficial DSers MCP for dropshipping: import, edit, price, and publish products to Shopify and Wix.not reviewedGrowingA