Fudge for Shopify
Server Details
Run your Shopify store with AI: drafts you approve, what to fix, and how your store is doing.
- Status
- Healthy
- Uptime
- 100.0% over the last 24 hours
- Last Tested
- Transport
- Streamable HTTP · MCP 2025-11-25
- URL
- Repository
- fudge-ai/fudge-plugin
- GitHub Stars
- 0
- ChatGPT
- –
- Claude
- –
TDQS
Scored across 57 tools
The set covers many distinct areas, but several tool groups are easy to confuse: check_catalog_data vs run_catalog_data_audit vs search_catalog; get_store_insights vs get_store_overview vs find_context; read_work vs list_work; search_design_references vs show_design_references. Descriptions help, but with 57 tools an agent must read carefully to avoid misselection.
All tool names use snake_case and overwhelmingly follow a verb_noun pattern, such as create_draft_product, read_store_document, and get_store_performance. The few less standard names like remember or message_fudge remain readable and do not break the overall convention.
57 tools is very heavy for a single MCP server, even one with broad Shopify assistant scope. The tools are individually purposeful, but the surface is large enough that navigation and selection become burdensome.
The surface is very broad: store connection, audits, SEO checks, catalog search, performance metrics, keyword research, draft theme/content editing, documents, plans, work tracking, and design references. Minor gaps remain, such as no explicit delete tool for draft products/collections/pages and publishing only through merchant approval by design.
Available Tools
57 toolscapture_pageCapture page screenshotsARead-onlyIdempotentInspect
Screenshot one store page in a real browser on desktop and/or mobile and return the images. Pass draft to see a Fudge draft. fullPage captures top to bottom. Takes 15–60 seconds; up to 50 captures per store per day.
Inputs: page, draft, store, device, +1 more.
check_catalog_dataCheck catalogue dataARead-onlyIdempotentInspect
Check catalogue data coverage across published products, collections, pages and articles: taxonomy, SEO fields, product type, vendor, description, images, alt text and optionally GTIN and MPN. Without type, totals and per-field coverage; with type, the items missing fields, a page at a time. The first call scans the live catalogue and can return status "scanning". Results are kept for an hour.
Inputs: type, limit, store, offset, +3 more.
check_pageCheck page SEOBRead-onlyIdempotentInspect
Check one live store page’s server HTML for SEO and structured data: title, meta description, canonical, noindex, headings, Open Graph, JSON-LD, lang, viewport, image alt text, mixed content and word count.
Inputs: page, store, domain.
check_page_speedCheck page speedARead-onlyIdempotentInspect
Measure a store page with Google PageSpeed Insights: Lighthouse score and lab metrics, real-visitor Core Web Vitals and the largest improvement opportunities. Each device takes 10–30 seconds; results are cached for an hour. On a password-protected store, only real-visitor data is available.
Inputs: page, store, device, domain.
check_store_technicalCheck store crawlabilityARead-onlyIdempotentInspect
Check the live store’s crawlability for search and AI: robots.txt rules, /llms.txt, sitemap.xml, password protection and whether products are publicly reachable.
Inputs: store, domain.
connect_storeConnect another storeAInspect
Create a link the merchant opens to connect another Shopify store. Use when they ask to add a store. The link works once within 10 minutes.
Inputs: no named parameters.
create_draft_articleCreate article in draftAInspect
Create a new blog article in a Fudge draft. It can be previewed in the draft and goes live when the merchant publishes.
Inputs: draft (required), article (required), store.
create_draft_collectionCreate collection in draftAInspect
Create a new hidden collection in a Fudge draft. It is deleted if the draft is discarded and goes live when the merchant publishes. Use only when the merchant asks.
Inputs: draft (required), collection (required), store.
create_draft_pageCreate page in draftAInspect
Create a new Shopify page in a Fudge draft, optionally with its own template. It can be previewed in the draft and goes live when the merchant publishes.
Inputs: page (required), draft (required), store.
create_draft_productCreate product in draftAInspect
Create a new hidden product in a Fudge draft, with options, variants, prices and media. It is deleted if the draft is discarded and becomes active when the merchant publishes. Use only when the merchant asks.
Inputs: draft (required), product (required), store.
create_planCreate PlanAInspect
Start a new Plan for a goal the merchant has agreed and no existing Plan covers, with a title, areas, milestones and an optional brief. Schedules and recurring work are approved in Fudge.
Inputs: areas (required), title (required), milestones (required), brief, +1 more.
create_store_documentCreate store documentBDestructiveInspect
Create a document inside an existing Plan, such as .plans//brief.md, or with replace rewrite a whole document that was just read.
Inputs: path (required), content (required), store, replace.
delete_draft_fileDelete draft fileADestructiveInspect
Delete a theme file from a Fudge draft, or stage removal of an item by its .entities path. Fudge refuses deletions that would break references. Publishing applies the removal; until then it can be undone.
Inputs: path (required), draft (required), store.
edit_draft_contentEdit draft contentADestructiveInspect
Change products, collections, pages, articles, blogs and their metafields in a Fudge draft with sparse patches, many items in one call.
Name only the fields you change; nested objects such as seo merge per key.
Rows with an "id" (variants, options, media) merge by id; omit "id" to add a row; {"id": …, "_delete": true} removes one. Variants and media live at .entities/product/{id}/variants.jsonc and media.jsonc.
Lists such as tags take a full array or {"add": […], "remove": […]}.
Metafields: .entities/product/{id}.metafields with {"namespace.key": {"type": …, "value": …}}; "value": null removes one. Changes to existing items are staged for the merchant’s review. Items the draft created change in Shopify at once.
Inputs: draft (required), edits (required), store.
edit_draft_fileEdit draft fileBDestructiveInspect
Change part of a theme file or .entities document in a Fudge draft by replacing exact text, without line numbers. Fudge validates the result and refreshes the preview.
Inputs: path (required), draft (required), edits (required), store, +1 more.
edit_store_documentEdit store documentADestructiveInspect
Change part of a store document, such as a Plan’s brief or the design guide, by replacing exact text. Fails if the text is gone or the document has changed since it was read.
Inputs: path (required), new_string (required), old_string (required), store, +1 more.
find_contextFind store contextARead-onlyIdempotentInspect
Search what Fudge knows about this store: memory guides, Plans, projects, findings, recommendations, recorded changes and past conversations. Pass about (a URL, Shopify GID or fudge:// ref) for everything related to one thing. Conversation results say whether the work is a draft, was published or was only discussed.
Inputs: about, query, store, where, +1 more.
find_keyword_ideasFind keyword ideasBRead-onlyIdempotentInspect
Find longer search phrases containing a seed keyword, with volume, difficulty and intent. Changes nothing and uses no credits; each store has a daily limit.
Inputs: seed (required), location (required), limit, store, +3 more.
get_design_guideGet design guideAInspect
Read the store’s design guide: colours, typography, spacing, components and brand voice. Use when designing or reviewing pages. With no guide yet and a distinctive theme, this starts a one-time extraction.
Inputs: store.
get_keyword_metricsGet keyword metricsARead-onlyIdempotentInspect
Get Google search volume, difficulty, intent, CPC and 12-month history for specific keywords in one country. Missing values are unknown, not zero. Changes nothing and uses no credits; each store has a daily limit.
Inputs: keywords (required), location (required), store, language.
get_ranked_keywordsGet ranked keywordsARead-onlyIdempotentInspect
List the Google searches a domain ranks for in one country, with position, URL, volume, difficulty and estimated traffic. Defaults to this store; pass a competitor’s domain to compare. Changes nothing and uses no credits; each store has a daily limit.
Inputs: location (required), limit, store, domain, +2 more.
get_search_resultsGet search resultsARead-onlyIdempotentInspect
Read Google’s live first results page for one search in one country: ranked results, features, AI Overview citations, People Also Ask and related searches. Changes nothing and uses no credits; each store has a daily limit.
Inputs: keyword (required), location (required), store, device, +1 more.
get_store_audit_resultGet audit resultARead-onlyIdempotentInspect
Read the latest run of one free diagnostic: status, report link and, once complete, the score and top fixes. Reading starts nothing. waitSeconds waits up to 50 seconds for a running report.
Inputs: audit (required), store, domain, waitSeconds.
get_store_insightsGet saved findingsARead-onlyIdempotentInspect
Read the findings and recommendations Fudge has saved for this store, most important first; narrow by area, subject, kind, date or text. With ref, one record in full with its sources and measurements. An empty list means nothing is saved yet. This never starts an investigation.
Inputs: ref, area, kind, limit, +4 more.
get_store_overviewGet store overviewARead-onlyIdempotentInspect
Read a store’s overview: business context, standing memory, Google connection, work waiting on the merchant, Plans, top recommendations and recent results. With area, that area’s findings, Plans, work, outputs and headline numbers. Use for a brief or before planning work.
Inputs: area, store.
get_store_performanceGet store performanceARead-onlyIdempotentInspect
Measure the store, or a product, collection, page, article or URL given as subject. metrics returns headline values with their previous period, definition and source. breakdown returns ranked rows such as queries, landing pages, channels, AI assistants, devices, countries, products or discount codes. With neither, returns what exists for the subject. Periods default to the 28 days ending three days ago against the 28 days before. Google Analytics, Search Console and Shopify are separate measurements.
Inputs: days, sort, limit, store, +12 more.
list_offersList offersARead-onlyIdempotentInspect
List the store’s current offers: Fudge offers, active Shopify discounts, native bundles, shipping rates by zone and free-shipping thresholds. Use for an offers or average-order-value review.
Inputs: store.
list_store_auditsList store auditsARead-onlyIdempotentInspect
List the audits Fudge can run for this store, three diagnostics and eight agent reviews, with any existing result. Listing starts nothing.
Inputs: store.
list_storesList connected storesBRead-onlyIdempotentInspect
List the Shopify stores this connection can use.
Inputs: no named parameters.
list_workList workBRead-onlyIdempotentInspect
List Fudge work for this store, including work started in Fudge or another assistant. view: "needs_you" returns what is waiting on the merchant. query searches past work.
Inputs: kind, view, limit, query, +2 more.
message_fudgeMessage FudgeAInspect
Ask Fudge to do work for this store: build or revise a page, article or other draft, investigate, or answer a question. Without ref, starts a new conversation; with ref, continues that work. Uses the store’s Fudge credits. requestId makes retries deliver once. Publishing always needs the merchant’s own approval in Fudge.
Inputs: message (required), requestId (required), ref, store, +2 more.
open_fudge_homeFudge HomeARead-onlyIdempotentInspect
Open Fudge Home for a store: work waiting on the merchant, the next recommended step and the four growth areas. Use when the merchant asks to open Fudge or see their store at a glance.
Inputs: store.
read_draft_fileRead draft fileARead-onlyIdempotentInspect
Read a file in a Fudge draft: a theme file, a theme folder listing, or a content document under .entities (list with .entities/product?query=…). Lines are numbered; long files return line_offset. Theme files return a revision. Append #info to see where a theme file is used.
Inputs: path (required), draft (required), store, line_limit, +2 more.
read_guideRead Fudge guideARead-onlyIdempotentInspect
Read one of Fudge’s reference articles by path, such as seo/audit.md. Without a path, lists them all.
Inputs: path.
read_store_documentRead store documentARead-onlyIdempotentInspect
Read a store document by path: Plans (.plans), playbooks (.playbooks), memory and design guide (.memory), brand kit (.brand) and projects (.projects). Omit path to list top-level folders; a folder path lists its documents.
Inputs: path, store, offset.
read_workRead workARead-onlyIdempotentInspect
With ref: one work item’s live state, progress, latest result, what it is waiting for, and draft or publication state with links; waitSeconds waits up to 50 seconds. With about (a URL, path, Shopify GID, theme file or fudge:// ref): what has changed there, by view current, history or summary. about: "fudge://store" is the store-wide timeline.
Inputs: to, ref, from, view, +4 more.
record_changeRecord a store changeAInspect
Add a change made outside Fudge to the store’s timeline, such as ads, prices, apps, email, shipping or theme edits in Shopify, so later results can be attributed. Fudge’s own publishes are recorded automatically.
Inputs: what (required), surface (required), at, why, +2 more.
rememberRemember for this storeAInspect
Save a lasting rule, decision, correction or learning to store memory. Use when the user states how things should be done from now on, not for one-off requests. Duplicates change nothing; a contradiction comes back as a conflict.
Inputs: note (required), store, personal, replaces.
request_publish_reviewRequest publish reviewARead-onlyIdempotentInspect
Prepare a finished draft for the merchant’s publish decision. Returns the link to Fudge’s review page, what will change and whether publishing needs a plan. This does not publish; only the merchant can, in Fudge.
Inputs: ref (required), store.
run_ai_readiness_checkRun AI Readiness checkAInspect
Run Fudge’s free AI Readiness report: whether AI assistants can find and recommend the store’s products, with a score and prioritized fixes. Takes about 3 minutes and waits up to 45 seconds. Returns a run in progress or a result from the last 24 hours unless fresh is true.
Inputs: fresh, store, domain.
run_catalog_data_auditRun catalog data auditAInspect
Run Fudge’s free AI shopping catalogue report: categories, structured data, product details and whether buyer searches find the right products. Takes 2–4 minutes and waits up to 45 seconds. Returns a run in progress or a result from the last 24 hours unless fresh is true.
Inputs: fresh, store, domain.
run_knowledge_base_checkRun Knowledge Base checkAInspect
Run Fudge’s free Shopify Knowledge Base report: 15 shopper questions with the exact answers, gaps and conflicts with published information. Takes 2–5 minutes and waits up to 45 seconds. Returns a run in progress or a result from the last 24 hours unless fresh is true.
Inputs: fresh, store, domain.
search_catalogSearch catalogueARead-onlyIdempotentInspect
Find the store’s products, collections, pages and articles by name or handle, or list them by type. Matches singular, plural and partial words, and returns close matches when nothing matches every word.
Inputs: limit, query, store, types, +1 more.
search_design_referencesSearch design referencesBRead-onlyIdempotentInspect
Search Fudge’s Lookbook of analysed ecommerce stores, pages and patterns. Describe the shopper problem or page element, not a brand. Use when the merchant wants to see how other stores solve something.
Inputs: query (required), scope (required), limit, industry, +1 more.
search_draft_filesSearch draft filesARead-onlyIdempotentInspect
Find theme files in a Fudge draft. With pattern, search contents by regular expression; without it, list files matching paths globs.
Inputs: draft (required), paths (required), store, pattern.
search_guidesSearch Fudge guidesBRead-onlyIdempotentInspect
Search Fudge’s reference articles on SEO, AI discovery, conversion, merchandising, content, store design and analytics. Returns matching paths and excerpts.
Inputs: query (required).
send_feedbackSend feedback to FudgeAInspect
Send the Fudge team a problem with its tools, a capability you needed, or feedback the merchant asked you to pass on.
Inputs: type (required), message (required), store.
set_preview_consentRecord preview choiceBDestructiveInspect
Record the merchant’s answer from the preview consent card, with the answer code only that card receives.
Inputs: draft (required), scope (required), state (required), answer (required), +1 more.
show_design_referencesShow design referencesARead-onlyIdempotentInspect
Show 3–8 Lookbook references as a gallery of screenshots, best first, each with a one-sentence note on why it suits this store.
Inputs: references (required).
show_draftDraft previewARead-onlyIdempotentInspect
Show a Fudge draft in the side panel with its screenshot, saved time, change count and links. Without a ref, lists recent drafts.
Inputs: ref, store.
show_preview_consentAsk to allow previewsARead-onlyIdempotentInspect
Ask the merchant, with a card, whether new products and collections in a draft may be previewed by direct link on their live store. Use when a result says previewing needs their consent.
Inputs: draft (required), store.
show_resourcesShow in FudgeBRead-onlyIdempotentInspect
Show Fudge items to the merchant as rows that open in Fudge: work, Plans, findings, recommendations, reports, products and pages.
Inputs: refs (required), store.
start_draftStart draftAInspect
Open a private Fudge draft to build in directly. Fudge copies the live theme into a draft with its own preview. Give a short title and the storefront page, or work to continue existing work. requestId makes retries create one draft. Use for precise changes you make yourself; needs a Fudge plan that includes building.
Inputs: title (required), requestId (required), page, work, +1 more.
start_store_builderStart AI store builderAInspect
Start Fudge’s free AI store builder for someone with a store idea but no store yet. It works out a name, logo and brand, then shows store concepts on Fudge’s website. Returns a link for them.
Inputs: description (required).
start_website_redesignStart website redesignAInspect
Start Fudge’s free website redesign for a Shopify store, which generates three homepage concepts on Fudge’s website. Use when the merchant wants new design directions for their whole site. Returns a link for them.
Inputs: domain (required), instructions.
stop_workStop workADestructiveInspect
Stop Fudge’s reply running on one work item. With runId, stops only that run. The draft and anything already saved stay.
Inputs: ref (required), runId, store.
write_draft_fileWrite draft fileADestructiveInspect
Create a new theme file in a Fudge draft, or with replace rewrite a whole file. New theme filenames include the draft’s file prefix, except templates, config and locales. Every sections/*.liquid file needs a {% schema %} with a non-empty "name".
Inputs: path (required), draft (required), content (required), store, +2 more.
Tool Schema Changelog
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