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🍔 FoodCalorie Pro

116 menu items · 14 Chinese chain restaurants · calories 116/116 with source links

🛡️ Maintained by a contributor to the official MCP SDK (python-sdk / typescript-sdk)

$6.99 one-time · instant delivery on Agensi

Not a subscription. Works with the free open-source server — the Pro pack is a data file you point it at.

116 menu items across 14 chains — KFC China 24, Haidilao 20, Mixue 16, McDonald's China 14, Starbucks China 14, Luckin 11…
Calories 116/116, each row carrying an official source link you can click and verify
Macros published where the brand publishes them: protein 59 / fat 61 / carbs 54 / sugar 15 / sodium 4 / caffeine 21 (real coverage, not padded)
No allergen data — no reliable source exists, so it is omitted and the agent is explicitly told not to guess
Loaded with one environment variable; minor-version updates are free

📊 What you actually get

Field	Coverage	Note
Calories	116 / 116	Every row has a value
Official source link	116 / 116	Clickable, verifiable
Brand / item / size	116 / 116	Complete
Protein · Fat · Carbs	59 · 61 · 54	Only where the brand publishes it
Sugar	15 / 116	Chinese nutrition panels often omit sugar
Sodium	4 / 116	Low coverage — do not treat as complete
Caffeine	21 / 116	Coffee / tea brands only
Allergens	0	Not provided

If you need all 20 fields filled on every row, this is not that product — datasets like that are almost always fabricated.
If you need present means real, absent means absent, and you want your agent to say "this brand doesn't publish that" instead of inventing a number, that is the entire point of this dataset.

🏷️ Brands covered

KFC China

24 items

Haidilao

20 items

Mixue

16 items

McDonald's China

14 items

Starbucks China

14 items

Luckin Coffee

11 items

Heytea

5 items

Good Me

4 items

Nayuki

2 items

Chagee

2 items

Sexy Tea

1 item

Auntea Jenny

1 item

ChaPanda

1 item

1 Tea Dot

1 item

116 items total. New brands are added continuously and ship as free minor-version updates.

💡 How to use it

# 1. Install the free open-source server
pip install foodcalorie-mcp

# 2. Point it at the Pro data pack
export FOODCALORIE_EXTRA_DATA=/path/to/pro_foods.json

# 3. Just ask your agent
"How many calories in a Luckin coconut latte?"
"Roughly how many calories is a Haidilao hotpot meal?"
"Which has fewer calories, a KFC or a McDonald's burger?"

Name-keyword search is the reliable path. The free tier's barcodes are example values, not real EANs — that is documented at the top of the README rather than left for you to discover.

💳 Get it

⚡ Agensi (recommended)

$6.99 USD
Automatic delivery, tax handled by the platform, download immediately — no email back-and-forth.

Buy on Agensi

📧 PayPal (invoice)

$6.99 USD
Email me and I'll send a PayPal invoice. Delivery as soon as it clears.

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PayPal is invoice-based rather than a public payment link, so there is no risk of a mistyped amount and no payment address sitting exposed on a public page.

Alipay / WeChat (¥29 early bird) is available for buyers inside mainland China — see the Chinese page.

Free tier on PyPI — 141 downloads in the last 7 days (pypistats, 2026-10-23 to 10-29, mirrors excluded)

⭐ GitHub · PyPI · Agensi