MCP server

Skulayer Official

com.skulayer/skulayer

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

Preview-first feed optimization for retailers and agencies: audit, fix and serve product feeds.

Website

At a glance

Type

MCP server

Publisher

skulayer.com (verified by the MCP Registry)

Status

Working at last check

Tools

19

Token cost

About 4,440 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http skulayer https://skulayer.com/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.skulayer]
url = "https://skulayer.com/mcp"

Gemini CLI

{"mcpServers":{"skulayer":{"httpUrl":"https://skulayer.com/mcp"}}}

Cursor

{"mcpServers":{"skulayer":{"url":"https://skulayer.com/mcp"}}}

VS Code

{"servers":{"skulayer":{"type":"http","url":"https://skulayer.com/mcp"}}}

Antigravity

agy mcp add skulayer https://skulayer.com/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"skulayer","server_url":"https://skulayer.com/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"skulayer","server_url":"https://skulayer.com/mcp"}

Tools

• create_rule ~262 tokens
  Create a rule on a feed. The definition is validated, the standard preview runs server-side, and the report comes back WITH the created rule: match/change/exclusion counts, per-field tallies, warnings, and audit deltas. Show the human this report; danger-level warnings mean the rule can empty requir
• delete_rule Deletes data · ~126 tokens
  Delete one rule by id. This is permanent; prefer set_rule_enabled with enabled=false when the human might want the rule back. Takes effect on the next run.
• get_activity ~354 tokens
  The workspace's recent activity: who did what and when, across the app and every agent connection. Each event has an actor (a human user, an agent via a token or sign-in, or the system scheduler), the action (rule created/updated/enabled/disabled/deleted, run triggered, Merchant Center link started/
• get_audit_findings ~243 tokens
  Audit findings for the latest complete run, grouped by check with severity, counts, sample item ids, and plain-English guidance on why each finding costs money and how to fix it. The audit measures the DELIVERED feed (after rules). Also returns `opportunities`: attributes left empty whose value was
• get_feed ~126 tokens
  Full detail for one feed: configuration, latest complete run summary, and the size of its rule stack. Works on an archived feed too, and says so, so an id from an earlier conversation resolves to an explanation rather than a not-found.
• get_field_inventory ~261 tokens
  What the merchant's source feed ACTUALLY contained, and what SKULayer did with each field: every field as their platform sends it, how many items carry a value for it, whether it was recognised as a shopping attribute, kept as a custom attribute, or arrived empty on every row, plus per-attribute cov
• get_merchant_issues ~240 tokens
  Google's OWN verdict on a feed, from its Merchant Center connection (the app's What Google sees panel): per-issue-code cases with severity, affected-item counts, sample ids, Google's description and documentation link, and an honest lifecycle state — open, fix_shipped (a rule shipped, Google has not
• get_merchant_link ~173 tokens
  Read this workspace's Merchant Center link. status is linked, pending, expired, error, or none (nothing started). accounts lists Merchant Center account ids and the connection each one belongs to. connections lists stored rows, including revoked, and which feeds are attached. When status is pending
• get_run_status ~152 tokens
  One run's progress and outcome: status (queued/fetching/auditing/transforming/compiling/complete/failed), item counts, audit issue count, timing, and the error message when a run failed. Use after trigger_run to poll to completion.
• list_feeds ~117 tokens
  List every live feed in the workspace: source format, schedule, status, channels, item count, and the latest run summary (including audit issue count). Start here to find feed ids. Archived feeds are not listed: they do not run and do not serve, and only a person can restore one, in the app.
• list_rules ~96 tokens
  The feed's rule stack in execution order: names, enabled state, a plain-English summary, and the full JSON definition of each rule.
• map_categories ~436 tokens
  Propose a googleProductCategory mapping for a feed: groups the latest run's delivered items by distinct productType, matches each onto Google's taxonomy (exact-path and unique-leaf matches first, then candidate-constrained AI when available and useAi is not false), and returns the mapping table WITH
• preview_rule ~623 tokens
  Preview an UNSAVED rule against a sample of the latest run: match/change/exclusion counts, per-field change tallies, danger warnings (required fields emptied, identifiers stripped, heavy exclusion), audit deltas, and example before/after diffs. Nothing is written anywhere. Rule definition format: {"
• search_items ~247 tokens
  Search or page through the items of the latest complete run. Returns delivered items (what channels receive) by default, with base (pre-rules) available via view. query matches id, title, brand, and product type, case-insensitive.
• search_taxonomy ~198 tokens
  Search Google's product taxonomy — the set of valid googleProductCategory values. Returns ranked category paths with their numeric ids, plus whether the query itself is already a valid category (full path or id). Use it to find the right category for a product type, to fix unmatched entries from map
• select_merchant_account ~217 tokens
  Choose which Merchant Center account a feed uses. Required when get_merchant_link lists more than one account. Pass connectionId and accountId from that result, plus feedId. The account must be one Google actually showed for this connection. Owner only. Does not write a feed or a data source to Goog
• set_rule_enabled ~156 tokens
  Enable or disable one rule by id. Disabling takes a rule out of the stack from the next run onward; nothing else about it changes. Use list_rules to find rule ids.
• start_merchant_link ~255 tokens
  Start connecting Google Merchant Center for this workspace. Returns a short-lived, single-use SKULayer URL the workspace owner must open while signed in as the same person. That page sends them to Google consent and, when Google shows one account, links it. You never receive Google tokens. Optional
• trigger_run ~158 tokens
  Start a feed run: fetch the source, apply rules, audit the delivered output, and compile channel files. This tool needs a write-scoped connection. The workspace SKU limit, the manual-run cap, and one run at a time per feed also apply. Returns a runId. Poll get_run_status until it completes. An in-fl

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