Parsley MCP server

Read Parsley menu items, nutrition, allergens, ingredients and events; record event sales and waste. Hosted by usefulapi: connect it to Claude, ChatGPT, Cursor or any MCP client.

Connect ParsleyFree 50 tool calls / monthPro $9/mo · $90/yr · pricing19 tools

What can I ask?

Turn on the Parsley connector, then ask in plain words. The AI picks the tools.

What you can do with Parsley in Claude and ChatGPT

For chefs and kitchen managers who plan menus and food cost in Parsley.

Find recipes that contain an allergen

The AI reads menu items with allergen flags and allergen text, and lists the recipes that contain nuts or other allergens.

Get nutrition facts and ingredients of a recipe

The AI opens a menu item and shows nutrition facts, ingredients, serving size and dietary characteristics.

See upcoming events and their menus

The AI lists events in a date window with type, time and menu, and opens an event for its line items and stations.

Check ingredient costing and suppliers

The AI lists ingredients and opens one for its supply options (supplier, SKU, pack size, cost) and unit conversions.

Record sales and waste on a cafe event

The AI records sold quantities, and waste and leftover quantities, per menu item on a cafe or hot bar event.

Changes data

Create an event or set its covers

The AI creates an event with menu items, or sets the forecast or actual number of covers on an event.

Changes data

How do I connect Parsley?

Before you connect

The login page asks for your Parsley API key.

Generate an API key in your Parsley account (the Open API is switched on per account; if you do not see API keys, ask Parsley support at [email protected]). The key acts with the permissions of the user who created it. Your key is used only to call the Parsley API on your behalf; it is never shown to anyone.

Claude claude.ai · Desktop

  1. Open Customize → Connectors, then click + Add → Add custom connector.
  2. Enter the name Parsley and this URL, then click Add:
    https://parsley.usefulapi.io/mcp
  3. Claude opens the login page: enter your Parsley API key.
  4. In a chat, click + → Connectors and turn on Parsley.

Team and Enterprise: an Owner adds the connector for the organization first.

ChatGPT chatgpt.com

  1. Open Plugins, click +, then Add custom MCP server.
  2. Enter the name Parsley and this URL, choose OAuth as the authentication, confirm the warning and create it:
    https://parsley.usefulapi.io/mcp
  3. ChatGPT opens the login page: enter your Parsley API key.
  4. In Plugins, install Parsley, then choose it in a chat.

No Add custom MCP server option? It depends on your account or workspace settings: see OpenAI's guide.

Claude Code

Run this command, then run /mcp in Claude Code to log in:

claude mcp add --transport http parsley https://parsley.usefulapi.io/mcp

Cursor

Add to Cursor or add this to ~/.cursor/mcp.json:

{
  "mcpServers": {
    "parsley": {
      "url": "https://parsley.usefulapi.io/mcp"
    }
  }
}

VS Code

Add to VS Code or add this to .vscode/mcp.json:

{
  "servers": {
    "parsley": {
      "type": "http",
      "url": "https://parsley.usefulapi.io/mcp"
    }
  }
}

Codex

Run these commands. The second one opens the login page:

codex mcp add parsley --url https://parsley.usefulapi.io/mcp
codex mcp login parsley

Other clients

Windsurf, Cline, Zed and other MCP clients: add this URL as a remote MCP server (Streamable HTTP). The client then opens the login page in your browser.

https://parsley.usefulapi.io/mcp

Add only the URL. Do not add an Authorization header or an API key to the client config. The server signs you in with OAuth: the login page asks for your Parsley API key. If the config has such a header, remove it: some clients then send that header instead of the login token, and every call fails with 401.

Pricing

PlanPriceLimit
Free$050 tool calls / month
Proper API key$9/mo · $90/yr10,000 tool calls / month
Pro+per API key$39/mo · $390/yr100,000 tool calls / month

Each paid plan covers this Parsley server only. Ask your AI to run parsley_upgrade and choose Pro or Pro+, billed monthly or yearly (it returns a Stripe Checkout link). If you already have Pro, ask to change it to Pro+. The change requires your confirmation, keeps your billing interval and charges the price difference for the rest of the period immediately. Cancel any time with parsley_cancel_subscription: your paid plan continues to the end of the paid period, with no refund for the current period, and asking to resume the same plan with parsley_upgrade before then undoes the cancel. Or write to [email protected].

Tools 19

Show all 19 tools (the AI picks them for you)

Read only · 11

  • List menu itemsparsley_list_menu_items
    List the recipes, sub-recipes and ingredients in the Parsley account that can be used on events: id, name, item number, price, tags, active flag, chef and last-modified time. Use the ids with parsley_get_menu_item for nutrition, allergens and ingredients, and on events. The API returns the whole list at once; search/limit/offset slice it here.
  • Get menu item (nutrition, allergens, ingredients)parsley_get_menu_item
    One menu item in full: names, description, price, cost, shelf life, serving size, nutrition facts (nutrients), the allergen flags and allergen text, dietary characteristics (meat, pork, corn, poultry) and the ingredient list. The photo link is returned without its access token.
  • List menusparsley_list_menus
    List the menus (menu plans) in the account: id, name and last-modified time. Use the id with parsley_get_menu or when creating an event.
  • Get menuparsley_get_menu
    One menu with its sections and the menu items in each section, and its serving stations.
  • List ingredientsparsley_list_ingredients
    List the ingredients that can be used in recipes: id, parent id, name, label name, item number, supported units, and whether a recipe uses it. The API returns the whole list at once; search/limit/offset slice it here.
  • Get ingredient (costing and suppliers)parsley_get_ingredient
    One ingredient in full: unit conversions, supported units, tags, the supply options (supplier, SKU, pack size, cost) used for costing and the preparations with yield. Parsley limits this call to 1 request every 3 seconds, so fetch ingredients one at a time.
  • List eventsparsley_list_events
    List events (a workday, shift, service or catering event) that fall in a date window: id, name, type (standard, cafe-hot-bar, sale, forecast), date, start and end time, menu id. A bare date means the whole day in the account timezone.
  • Get eventparsley_get_event
    One event with its metadata and all line items (menu item, amount, unit, station, section).
  • List serving stationsparsley_list_serving_stations
    List the serving stations (id, name) that menu items and event line items can be assigned to.
  • List chef tagsparsley_list_chef_tags
    List the chef tags (id, name) that recipes are attributed to. Only meaningful for accounts with Chef IDs enabled.
  • List chef usersparsley_list_chef_users
    List the chef users of the account: id, email, join date, active flag, permission level and the chef tag they are tied to. Only meaningful for accounts with Chef IDs enabled.

Changes data · 4

  • Create eventparsley_create_event
    WRITE: create an event (a workday, shift, service or catering event) in Parsley with its menu items. This changes the account's production plan and is NOT idempotent: calling it twice creates two events. Returns the new event id. Use parsley_list_events first to avoid duplicates.
  • Update event coversparsley_update_event_covers
    WRITE: set the forecast and/or actual number of covers (guests served) on an event. Only the fields you pass change. actual_covers works only on cafe/hot bar events. Setting the same values again has no further effect.
  • Record event salesparsley_record_event_sales
    WRITE: push sold quantities per menu item to a cafe/hot bar event, which feeds Parsley's cost and usage reports. Other event types are refused by Parsley, as is a menu item with no made quantity on the event. Sending the same quantities again overwrites rather than adds.
  • Record waste and leftoverparsley_record_waste_leftover
    WRITE: push waste and/or leftover quantities per menu item to a cafe/hot bar event. If no sold quantity exists, Parsley derives it as made minus waste minus leftover. Parsley refuses amounts above what was made minus sold. Sending the same quantities again overwrites rather than adds.

Your usefulapi plan · 4

  • Usage status (free-tier meter)parsley_usage_status
    Report the caller's current usage: the plan, calls used this month, the limit of the plan (the free monthly cap or the Pro fair use limit), remaining, and whether the limit is reached. Read-only; does not count against the meter.
  • Request a missing featureparsley_request_feature
    Tell usefulapi that the user needs something the Parsley tools cannot do yet (a missing tool, field or filter). Call it only when the user asks for something none of the tools can do, and tell the user that you send the request. Do not call it for errors or for normal requests. Do not include personal data, credentials or customer records. Stored with the product name and the client type (for example Claude or Cursor), without the user's account. At most 5 requests per day. Does not count against the meter.
  • Upgrade to Pro or Pro+parsley_upgrade
    Get a paid plan for Parsley (the free tier caps monthly usage). Pro: 10,000 tool calls a month, for normal use — plan "monthly" ($9/month) or "yearly" ($90/year, 2 months free). Pro+: 100,000 tool calls a month, for automations and heavy use — plan "plus" ($39/month) or "plus_yearly" ($390/year). Without a plan it returns both Pro and Pro+, each with a payment link, for the user to choose; with a plan, one link. An existing Pro subscription changes to Pro+ in place (needs confirm: true; the price difference for the rest of the period is charged at once). Cancel any time: the plan then runs to the end of the paid period, so it also suits a one-time job. A link opens Stripe Checkout in the browser; after payment the account upgrades automatically. Does not count against the meter.
  • Cancel the Pro subscriptionparsley_cancel_subscription
    Cancel the caller's Parsley Pro subscription at the end of the paid period (no refund for the current period; Pro continues until then, then the free tier applies). Requires confirm: true. Run parsley_upgrade later to undo the cancel before the period ends. Does not count against the meter.

FAQ

What can I do with Parsley in Claude or ChatGPT?

Find recipes that contain an allergen. Get nutrition facts and ingredients of a recipe. See upcoming events and their menus. Check ingredient costing and suppliers. Record sales and waste on a cafe event. Create an event or set its covers. See what you can do for the details.

Is this an official Parsley product?

No. usefulapi is an independent service. It is not affiliated with or endorsed by Parsley. The server calls the Parsley API with your own Parsley access, so it sees only the data that your account can see.

Can I connect Parsley to Claude or ChatGPT?

Yes. In Claude, add this server's URL as a custom connector. In ChatGPT, add it as a custom MCP server in Plugins. Then log in once. Cursor, VS Code, Claude Code and Codex work too. See the setup steps.

What do I need to connect?

The login page asks for your Parsley API key. See Before you connect for where to find it.

Do I put my Parsley key or an Authorization header in the client config?

No. Add only the URL. Do not add an Authorization header or an API key to the client config. The server signs you in with OAuth: the login page asks for your Parsley API key. If the config has such a header, remove it: some clients then send that header instead of the login token, and every call fails with 401.

How do you keep my Parsley credentials?

The login stores them encrypted in the authorization grant of your connection. The server uses them to call the Parsley API for you and to derive a private account id for usage metering. usefulapi does not show them on any page or in any reply. To stop all access, remove the connector and change or delete these credentials in Parsley.

Can the AI change my Parsley data?

Yes, if you approve it. 4 of the 15 Parsley tools can create or change data. The other 11 are marked read-only. Most MCP clients ask you to approve a tool call before it runs.

What does it cost?

The Free plan gives 50 tool calls / month. Pro costs $9/mo or $90/yr, with 10,000 tool calls / month. Pro+ costs $39/mo or $390/yr, with 100,000 tool calls / month. Each subscription covers this Parsley server only. Cancel any time: your paid plan then runs to the end of the paid period. Run parsley_usage_status to see how many calls you used.

How do I subscribe or cancel?

Ask the AI to run parsley_upgrade and choose Pro or Pro+, billed monthly or yearly: it returns a Stripe Checkout link. If you already have Pro, ask to change it to Pro+. After you confirm, your existing subscription changes in place, keeps its billing interval and charges the price difference for the rest of the period immediately. To cancel, run parsley_cancel_subscription. Your paid plan continues to the end of the paid period.

What if a Parsley tool that I need is missing?

Tell the AI what you wanted to do. It can send the request with parsley_request_feature. We store the text with the server name, the type of AI client and the tool you tried, not with your account, and read every request when we plan new tools. You can send up to 5 requests per day.

Which AI clients can I use?

Any client that supports remote MCP servers (Streamable HTTP) with OAuth login: Claude (web and desktop), Claude Code, ChatGPT, Codex, Cursor, VS Code, Windsurf and others.

This is a Model Context Protocol endpoint — meant to be connected from an AI client, not opened in a browser. An invalid_token response at the URL is the auth gate working as designed; clients authenticate automatically.

Need a tool this server does not have, or a connection to another system? We build custom integrations and MCP servers.

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