Run your Shopify store with AI: drafts you approve, what to fix, and how your store is doing.
Connect Remote server
claude mcp add --transport http fudge https://mcp.fudge.ai/mcp
{
"mcpServers": {
"fudge": {
"url": "https://mcp.fudge.ai/mcp"
}
}
}
{
"servers": {
"fudge": {
"type": "http",
"url": "https://mcp.fudge.ai/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://mcp.fudge.ai/mcp
Tools 57 found in our last check
list_storesList the Shopify stores this connection can use.
connect_storeCreate 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.
get_store_overviewRead 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.
search_design_referencesSearch 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.
show_design_referencesShow 3–8 Lookbook references as a gallery of screenshots, best first, each with a one-sentence note on why it suits this store.
get_store_performanceMeasure 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,…
get_store_insightsRead 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.
get_design_guideRead 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.
search_guidesSearch Fudge’s reference articles on SEO, AI discovery, conversion, merchandising, content, store design and analytics. Returns matching paths and excerpts.
read_guideRead one of Fudge’s reference articles by path, such as seo/audit.md. Without a path, lists them all.
find_contextSearch 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 dra…
rememberSave 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.
record_changeAdd 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.
read_store_documentRead 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.
edit_store_documentChange 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.
create_store_documentCreate a document inside an existing Plan, such as .plans/<slug>/brief.md, or with `replace` rewrite a whole document that was just read.
create_planStart 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.
list_store_auditsList the audits Fudge can run for this store, three diagnostics and eight agent reviews, with any existing result. Listing starts nothing.
run_ai_readiness_checkRun 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.
run_catalog_data_auditRun 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.
run_knowledge_base_checkRun 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.
get_store_audit_resultRead 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.
check_page_speedMeasure 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 i…
check_store_technicalCheck the live store’s crawlability for search and AI: robots.txt rules, /llms.txt, sitemap.xml, password protection and whether products are publicly reachable.
check_pageCheck 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.
start_website_redesignStart 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.
start_store_builderStart 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.
check_catalog_dataCheck 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,…
search_catalogFind 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.
list_offersList the store’s current offers: Fudge offers, active Shopify discounts, native bundles, and shipping rates by zone or market with their free-shipping conditions. Use for an offers or average-order-value review.
capture_pageScreenshot 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.
get_keyword_metricsGet 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.
find_keyword_ideasFind longer search phrases containing a seed keyword, with volume, difficulty and intent. Changes nothing and uses no credits; each store has a daily limit.
get_search_resultsRead 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.
get_ranked_keywordsList 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.
list_workList 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.
read_workWith `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` curren…
message_fudgeAsk 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 a…
stop_workStop Fudge’s reply running on one work item. With `runId`, stops only that run. The draft and anything already saved stay.
request_publish_reviewPrepare 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.
open_fudge_homeOpen 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.
show_draftShow a Fudge draft in the side panel with its screenshot, saved time, change count and links. Without a ref, lists recent drafts.
start_draftOpen 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 yoursel…
read_draft_fileRead a file in a Fudge draft: a theme file, a theme folder listing, or a content document under .entities (list with .entities/product?query=…). Each line starts with a gutter ending at its first tab, numbered on the first, last and every tenth line; long files return `line_offs…
search_draft_filesFind theme files in a Fudge draft. With `pattern`, search contents by regular expression; without it, list files matching `paths` globs.
edit_draft_fileChange part of a theme file or .entities document in a Fudge draft by replacing exact text, without line gutters. Fudge validates the result and refreshes the preview.
write_draft_fileCreate 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".
delete_draft_fileDelete 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.
edit_draft_contentChange 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 "…
create_draft_productCreate 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.
create_draft_collectionCreate 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.
create_draft_pageCreate 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.
create_draft_articleCreate a new blog article in a Fudge draft. It can be previewed in the draft and goes live when the merchant publishes.
show_preview_consentAsk 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.
set_preview_consentRecord the merchant’s answer from the preview consent card, with the answer code only that card receives.
send_feedbackSend the Fudge team a problem with its tools, a capability you needed, or feedback the merchant asked you to pass on.
show_resourcesShow Fudge items to the merchant as rows that open in Fudge: work, Plans, findings, recommendations, reports, products and pages.
Details
| Endpoint | https://mcp.fudge.ai/mcp (Streamable HTTP) |
| First published | 10 Nov 2026 |
| Last updated | 10 Nov 2026 |
| Registry name | ai.fudge/fudge |
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