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MCP ВкусВилл собирает корзину под мои КБЖУ: как я перестала тратить по 30 минут на заказ товаров из интернет-магазина

Всем, кто помешан на правильном питании и AI, посвящается :)

Каждый заказ продуктов отнимал у меня 30–40 минут: хочется нового, у меня лимит калорий и нормы белка, а фильтра по КБЖУ в интернет-магазинах, где я покупаю, нет, и я читала карточку за карточкой. Теперь это делает Claude через MCP-сервер ВкусВилла: просматривает товары, подбирает блюда из моей базы рецептов, составляет меню на неделю и подгоняет граммы под мои нормы решателем, а не на глаз. На выходе план питания, список того, что приготовить заранее, карточки рецептов и ссылка, по которой корзина уже собрана. В статье рассказываю, как я к этому пришла, где сервер спотыкается и какой промпт можно взять целиком.

Скриншоты терминала в статье — реконструкция: реплики и ответы взяты из моей сессии дословно или с сокращениями, оформление нарисовано заново. Скриншоты страниц сняты с настоящих страниц.

Сразу оговорюсь. 900–1000 ккал в день — мой личный коридор под мою цель. Это ниже обычных норм, и подбирать свой коридор стоит с врачом. Статья про инструмент, а не про диету.

Все примеры в статье на Claude, потому что его знает большинство читателей. MCP — открытый стандарт, и любая модель, которая его поддерживает, подключается к серверу ВкусВилла и работает с ним по тем же правилам: те же инструменты, те же лимиты, та же ссылка на корзину. Отличаться может только вход: обход из шага 3 нужен именно Claude Code.

Где уже есть MCP для покупок

Перед тем как садиться за свой пример, я полезла смотреть, кто еще из магазинов пустил ИИ-ассистентов к себе через MCP. Пока это в основном проекты энтузиастов: их пилят поверх веб-версий сервисов, кто во что горазд. Вот что нашла на 13 октября 2026 года:

Магазин или платформа	Чей сервер	Что умеет
ВкусВилл	официальный, `mcp.vkusvill.ru`	поиск по каталогу, состав и КБЖУ товара, ссылка на готовую корзину
Яндекс Лавка	неофициальный, автор описал его на Хабре	поиск, корзина и заказ через веб-API Лавки под вашей сессией; автор сам предупреждает, что это может нарушать правила сервиса
Wildberries, Ozon, Яндекс Маркет и другие	неофициальный, проект сообщества	поиск и сравнение цен, только чтение

Официальный сервер, где есть и КБЖУ, и корзина, среди российских продуктовых магазинов я нашла только у ВкусВилла. На нем дальше все и показываю, хотя подход годится для любого магазина, который откроет такой же доступ.

Зачем мне это

Для меня важно, что я ем. У меня есть требования к еде: дневной лимит калорий, норма белка и клетчатки. И при этом хочется пробовать новое, а не заказывать одно и то же каждую неделю. Поэтому заказ продуктов в интернет-магазине занимал у меня в среднем 30–40 минут.

Время уходило не на выбор, а на чтение. Фильтра по калориям и КБЖУ в интернет-магазинах, где я покупаю, нет. Чтобы понять, подходит ли новый творог или готовый суп, приходилось открывать карточку и читать состав и пищевую ценность. Потом следующую. Потом еще одну.

В этом году я перешла на систему питания по модели Сергея Обложко. Это не диета с запретами, а способ собирать каждый прием пищи из понятных долей. Основа модели — «метаболическая тарелка»: половина тарелки клетчатка (100–150 г овощей), четверть белок (60–100 г), четверть сложные углеводы (60–100 г), жиров минимум. Еще одно правило этой модели — «вкусная точка» (у Обложко она называется сладкой): после каждого приема пищи небольшая сладкая порция, у меня до 60 ккал. Так сладкое остается в жизни и не превращается в отдельный перекус.

Рецепты у меня уже собраны. Их копит мой бот: я присылаю ссылку на ролик или пишу рецепт словами, бот раскладывает его в Obsidian. Там же лежат сборники рецептов Обложко и мои адаптации. Не хватало моста между рецептами и магазином.

Тот же бот помогает следить за тем, что я съела. Я пишу прием пищи составом или присылаю фото, и бот считает КБЖУ по моей личной базе продуктов, а если продукта в базе нет, просит фото этикетки и запоминает новинку, чтобы не подставлять типовые цифры. Вечером приходят две картинки: сводка дня и разбивка по приемам.

Схема 1. Как бот ведет мое питание

Скрин 2. Как я веду питание в боте

Скрин 3. Разбивка по приемам пищи

Теперь вся система целиком. Бот работает на сервере и раскладывает рецепты заметками в Obsidian. Там же лежат мои нормы КБЖУ, личная база продуктов и дневник питания. Claude Code читает эту базу, ходит в MCP-сервер ВкусВилла за товарами и возвращает мне отчет и ссылки на корзины, которые открываются прямо на сайте магазина.

Схема 4. Из чего состоит система

Сам сбор корзины укладывается в шесть шагов. Сверху то, что я принесла сама: нормы КБЖУ, базу рецептов и правила метода. Справа MCP-сервер ВкусВилла: Claude обращается к нему в начале, чтобы выгрузить каталог, и в конце, чтобы собрать ссылку на корзину. Между ними работают Python-скрипты, которые Claude написал и запустил сам: справочник, расчет КБЖУ блюд, подгонка дня под нормы и пересчет недели в упаковки. Дальше рассказываю, как я к этому пришла.

Схема 5. Как устроен сбор корзины

Что умеет MCP ВкусВилла

Если коротко, MCP (Model Context Protocol) — это стандарт, по которому модель вызывает внешние инструменты. Сервер ВкусВилла живет по адресу https://mcp.vkusvill.ru/mcp, и инструменты у него двух сортов: публичные и личные.

Инструмент	Что делает	Нужна авторизация
`vkusvill_products_search`	поиск по каталогу: цена, вес, рейтинг, состав, КБЖУ; с OAuth еще и остаток	нет
`vkusvill_product_details`	карточка товара по id; с OAuth еще и остаток	нет
`vkusvill_product_barcode`	карточка по штрихкоду	нет
`vkusvill_product_analogs`	аналоги товара	нет
`vkusvill_products_discount`	товары со скидкой	нет
`vkusvill_recipes`	рецепты ВкусВилла	нет
`vkusvill_shops`	магазины	нет
`vkusvill_cart_link_create`	ссылка на корзину, до 30 позиций	нет
`vkusvill_orders_history`	заказы за последние 30 дней	да, OAuth
`vkusvill_product_lp`	«Любимый продукт» пользователя	да, OAuth
`vkusvill_discounts_personal`	персональные скидки, акция «6 скидок»	да, OAuth

С личными придется повозиться, им нужен OAuth 2.0 с PKCE. Агента регистрируют на vkusvill.ru/oauth/registration, по шагам это в разделе «Как повторить». Первую версию корзин я собирала без авторизации, а потом все-таки вошла. Через /mcp не вышло, обход тоже в «Как повторить», шаг 3. Со входом появляется то, чего мне не хватало: в поиске и карточке товара есть остаток по адресу доставки из личного кабинета, поле available_quantity. У весовых товаров он в килограммах (у куриного филе стояло 0,69), у штучных в упаковках. Меняется и сам поиск: по запросу «филе куриное» 13 октября без входа сервер нашел 619 товаров, со входом 567, и в первых тридцати не было ни одного с нулевым остатком. Похоже, то, чего нет по вашему адресу, поиск просто не показывает.

Скрин 6. Регистрация OAuth-клиента во ВкусВилле

Скрин 7. Письмо с ключами (данные замазаны)

Публичные инструменты в Claude Code подключаются одной командой, подключение со входом другое, оно в шаге 3 «Как повторить»:

claude mcp add --transport http vkusvill https://mcp.vkusvill.ru/mcp

После перезапуска инструменты появляются в списке, и с каталогом уже можно разговаривать обычным языком.

Первый запрос про продукты до 120 ккал

Начала я с простого вопроса: «Подключись к ВкусВиллу и посмотри, какие продукты у них меньше 100–120 калорий».

Скрин 8. Первый запрос и ответ таблицей

Claude прошелся по девяти категориям, на каждую отдельный поисковый запрос. Творог, йогурты, кефир, птица, рыба, морепродукты, супы, салаты, десерты. Ответ прилетел таблицами по разделам. Ну и цифры там приятные: кефир 1% — 37 ккал, треска — 77, пикша — 73–77, коктейльные креветки — 50–69, суп с фрикадельками из индейки — вообще 27–29.

А теперь сюрприз. Один и тот же товар ВкусВиллу делают несколько производителей, и у каждого свое КБЖУ. Сервер честно отдает все варианты, но одной строкой. Вот и выходит, что суп «Куриный» с домашней лапшой бывает 27 ккал на 100 г, а бывает 74. Салат «Витаминный» от 65 до 112. Какая партия окажется на полке? Заранее не узнать.

Я для себя вывела простое правило. Если считаете калории точно, берите товары с одним производителем или с узким разбросом. У сырой рыбы, кефира и греческого йогурта разброса почти нет, а у готовой кулинарии он бывает двух-трехкратным.

Как выгрузить весь каталог, если сервер отдает по 10 товаров

Дальше я попросила пройти всю базу и собрать все продукты до 150 ккал на 100 г. Здесь и начались ограничения.

10 товаров на страницу. Поиск возвращает максимум 10 позиций, остальное — страницами. Листать тысячи товаров через диалог с моделью дорого: один товар с составом и КБЖУ весит около тысячи токенов, страница из десяти — около десяти тысяч, и все это остается в контексте.

Пустой запрос не принимается. Хотелось перебрать каталог по категориям без поискового слова, но сервер отвечает ошибкой «Пустой поисковый запрос». Звездочка как запрос возвращает ноль товаров.

Поэтому Claude предложил обойти модель: обращаться к MCP-серверу напрямую по HTTP. MCP-сервер в режиме Streamable HTTP — это обычный JSON-RPC, его можно вызвать хоть из curl:

curl -s -X POST https://mcp.vkusvill.ru/mcp \
  -H "Content-Type: application/json" \
  -H "Accept: application/json, text/event-stream" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call",
       "params":{"name":"vkusvill_products_search",
                 "arguments":{"q":"творог","mode":"full","limit":10,"page":1,"vvonly":0}}}'

Скрипт на Python перебирает около трехсот слов: продукты, блюда, названия категорий. Каждый запрос он пролистывает до 30 страниц, убирает дубли по id, а названия категорий из ответа сервера сам добавляет в очередь. Весь список я не прошла: к моменту написания обход остановился на 185 запросах.

Скрин 9. Лог обхода каталога

На этом шаге столкнулись с двумя проблемами.

Защита отрезает Python. curl проходил, а запрос из стандартного urllib получал 403 и страницу «Access Blocked». Перед сервером стоит защита Qrator, и ей не нравится User-Agent Python. Помог заголовок User-Agent как у curl. Обходить защиту агрессивнее я не стала: данные открытые, а нагрузку я держала под лимитом.

Лимит 60 запросов в минуту. Сервер честно пишет его в заголовках X-RateLimit-Limit и X-RateLimit-Remaining. Скрипт делает паузу около секунды между запросами и отступает при ошибке. Полный обход идет часами, поэтому его запускают в фоне, а не в диалоге.

Итог выгрузки на момент написания: 7 222 уникальных товара за 185 поисковых запросов, из них 2 005 укладываются в 150 ккал на 100 г. У 1 202 нет пищевой ценности. Часть из них вообще не еда (косметика, товары для дома и животных), а около 260 — овощи, фрукты, ягоды и зелень: капуста, морковь, яблоки, огурцы. Про половину тарелки каталог молчит, так что калорийность овощей придется брать из справочника.

Справочник «Легкая корзина»

Таблица на две тысячи строк в терминале бесполезна. Я попросила Claude собрать из нее страницу-справочник с поиском, фильтром по категориям, ползунком «до N ккал» и сортировкой по белку.

Скрин 10. Справочник продуктов до 150 ккал

Для своей тарелки я добавила метрику «белок на 100 ккал». Она показывает, сколько сытости вы получаете за калории. У трески это 22 г белка на 100 ккал, у обезжиренного творога — около 20, у греческого йогурта 2% — 12. У салата «Винегрет» — меньше 2. Товары от 10 г белка на 100 ккал страница помечает как «белковые».

Еще одна метка — «зависит от партии». Ее получают товары, у которых один производитель укладывается в порог, а другой нет.

Корзина под мой метод

Главная задача звучала так: «Сделай мне подбор корзины продуктов, зная, как мне надо питаться, оцени стоимость на неделю». Пока Claude работал, я дописывала условия: «сделай несколько вариантов», «объедини с моими наработками и базой рецептов», «900–1000 калорий, обязательно с вкусной точкой после каждой еды».

Скрин 11. Условия, которые я добавляла по ходу

Claude не начал заново после каждой реплики. Он прочитал мой конспект метода и сборники рецептов, нашел в Obsidian папку, куда мой бот складывает рецепты, и сверил ее с серверной копией. На сервере нашлась пицца на основе из куриного фарша с творогом, около 90 ккал на 100 г. Я сохраняла ее через бота в сентябре, а в домашней базе ее еще не было.

Получилось четыре корзины на одного человека на 7 дней. В каждой пять приемов пищи и вкусная точка после каждого. Потом я попросила еще варианты без готовки, и Claude добавил четыре корзины из готовой кулинарии и продуктов, которые достаточно разморозить или открыть.

Скрин 12. Первая версия страницы с корзинами

Одних калорий мало, нужны нормы КБЖУ

Первая версия считала только калории. Тут я поняла, что не учла нормы по КБЖУ от тренера. Мои требования: до 1000 ккал, белок 78 г, жиры около 37 г и не меньше 30, углеводы около 88 г, клетчатка 25 г.

Когда я прогнала корзины по всем пяти показателям, почти все развалились. Белка выходило 55–65 г вместо 78, жиров кое-где не набиралось и 30 г, а клетчатку первая версия вообще не считала. Подогнать вручную типовой день каждой из восьми корзин у меня не получилось: добавляю белка и вылетаю за 1000 ккал, срезаю углеводы, и проседает клетчатка.

Тут Claude предложил свести все к задаче линейного программирования. Звучит страшнее, чем есть. Переменные в ней — граммы каждого продукта в дне, ограничения — мои нормы, а минимизирует она две вещи: насколько день ушел от исходного меню и, с меньшим весом, сколько он стоит. Считает все это scipy.optimize.linprog с методом HiGHS.

# упрощенно; x[i] — граммы продукта i в дне, g0[i] — исходные граммы
# минимизируем |x - g0| / g0  +  W * цена_за_грамм * x
A_ub, b_ub = [], []
A_ub.append(kcal);     b_ub.append(970)    # калории не выше 970
A_ub.append(-protein); b_ub.append(-82)    # белок не ниже 82 г
A_ub.append(-fat);     b_ub.append(-32)    # жиры 32–40 г
A_ub.append(fat);      b_ub.append(40)
A_ub.append(-fiber);   b_ub.append(-25.5)  # клетчатка от 25 г
bounds = [(g * 0.3, g * 1.8) for g in g0]  # каждый продукт 30–180% от исходного
res = linprog(c, A_ub=A_ub, b_ub=b_ub, bounds=bounds, method="highs")

Почему в коде 970 вместо 1000 и 82 вместо 78? Потом граммы округляются до удобных, и без запаса день вылетает за норму на пару граммов белка. Два дня решатель поначалу вообще отказался собирать, мол, невыполнимо: в рыбной неделе и в готовой кулинарии не хватало жиров. Выручили яйцо и масло, которому разрешили гулять от 5 до 10 г на прием. Жиры по той же причине держим в коридоре 32–40 г, а не 30–37. В финальной версии добавилось еще одно ограничение: углеводы не меньше 70 г.

Дальше я по ходу добавляла условия из жизни, и каждое меняло модель:

Филе покупаю сама, раз в неделю. Поэтому куриное филе из корзины ВкусВилла переехало в отдельную строку «ваше филе, N г на неделю, сырой вес», а все остальное по-прежнему добирается из ВВ.

Беру только филе. Голени Claude заменил на филе и заодно переписал под него мой рецепт голеней, ведь запекать филе надо по-другому и готовность проверять тоже иначе.

Говядину не беру. Борщ и салат «Метаболический» из книги Обложко пришлось пересчитать на курице, и калорийность блюд теперь считается из реальных ингредиентов рецепта. Для проверки посчитали уху, вышло 20,5 ккал на 100 г, а в книге 20.

Завтрак у меня всегда один и тот же. Белок яичный 150 г, горошек и кукуруза по 50 г, халапеньо 10 г, соус с рикоттой 20 г, перец 120–150 г, иногда маринованный огурчик. Получается около 255 ккал и 25 г белка. В модель он вошел константой, так что нормы решатель добивает остальными четырьмя приемами.

Немного готовки можно. Группа «без готовки» превратилась в «минимум готовки», где филе надо отварить или запечь на 2–3 дня вперед.

Итог после всех условий — все восемь дней укладываются в нормы по калориям, белку, жирам и клетчатке, углеводы держит решатель от 70 г:

Корзина	Неделя во ВкусВилле	Ваше филе на неделю	ккал	Б	Ж	Клетчатка
Домашняя духовка	≈ 5 370 ₽	718 г	966	81	32	25
Мультиварка: индейка и бобовые	≈ 6 700 ₽	560 г	978	82	32	26
Готовое из ВВ + филе	≈ 7 920 ₽	910 г	992	83	34	26
Рыбная неделя	≈ 9 850 ₽	70 г	982	87	32	26
Минимум готовки
Супная неделя	≈ 7 240 ₽	770 г	959	81	32	26
Холодная сборка	≈ 7 290 ₽	560 г	976	84	31	26
Море: минимум готовки	≈ 7 660 ₽	490 г	965	80	32	25
Офисные ланч-боксы	≈ 8 100 ₽	770 г	968	82	31	25

Корзины подорожали по сравнению с первой версией на сумму от 130 ₽ до 3 тысяч: например, «Домашняя духовка» была 4 289 ₽, стала 5 370 ₽. Это не цены ВкусВилла: в недельную сумму вошли продукты моего завтрака на 7 дней, больше овощей ради клетчатки и яйца ради жиров. Крупы, отруби, муку, масло и шоколад я вынесла в блок «запасы на 2–3 недели», в недельную сумму они не входят. Цены — каталог на 13 октября 2026 года: акции магазина в них уже учтены, персональные скидки нет.

Пример дня из корзины «Домашняя духовка»:

Прием	Еда	ккал	Вкусная точка	ккал
Завтрак	мой постоянный: белок, горошек, кукуруза, перец, халапеньо, соус с рикоттой	255	клубника 30 г	11
Перекус	йогурт 2% 100 г, сырые овощи 100 г	91	мандарин 60 г	23
Обед	борщ на курице 250 г, капустные оладьи 60 г, овощи 150 г	223	ягодное желе 30 г	12
Перекус	салат «Метаболический» 130 г, яйцо	150	шоколад 85%, 5 г	31
Ужин	филе, брокколи 140 г, отруби 10 г	142	яблоко 60 г	28
		861		105

Вкусные точки занимают около 100 ккал из тысячи. Звучит расточительно, но для меня это и есть причина, по которой режим держится дольше недели.

Отчет, который можно открыть

Первую версию Claude свел в одну страницу. Там восемь корзин, нормы КБЖУ полосками, пример дня и список покупок со ссылкой на корзину ВкусВилла. Посмотреть можно здесь: https://claude.ai/artifact/BjKiBhymkTSvmps6csyoMs

Скрин 13. Сводка: нормы и корзины

Самый полезный для меня блок называется «Готовим на день», он есть у каждой корзины. В нем написано, какие блюда этого дня надо приготовить и что можно сварить партией сразу на 2–3 дня, чтобы не стоять у плиты каждый вечер. И отдельной строкой стоит, сколько граммов филе купить на неделю.

Скрин 14. День, «Готовим на день» и список покупок

На название блюда можно нажать, и откроется карточка рецепта с ингредиентами, шагами и КБЖУ на 100 г. Если рецепт переделан под меня, там стоит пометка о замене, например говядина на куриное филе.

Скрин 15. Карточка рецепта

Это была первая итерация. Дальше я гоняла ее по кругу и пришла вот к такой версии: https://claude.ai/artifact/7jD9eC4LAJ9KzovXW58iA4

Финальный вариант экрана с вариантами корзин

Корзин стало четыре вместо восьми, и каждая про один способ готовки: духовка, мультиварка, рыба из духовки и котлеты с тефтелями. Готовлю я теперь два вечера в неделю: в воскресенье на понедельник–среду, в среду на четверг–воскресенье. Все горячее идет в духовку или мультиварку, плита не нужна. Перекусы без готовки и каждый день разные, а в нормы решатель укладывает каждый из семи дней, а не один типовой.

Пример рецептов, и порядка готовки на неделю

Неделя стоит от 6 415 до 8 916 ₽. На неделю одна ссылка: больше 30 позиций ВкусВилл в одну не берет, поэтому там, где похожих товаров было несколько, я оставила один: один творог вместо трех разных, скир вместо скира и йогурта, одни огурцы вместо соленых и маринованных, а запасы на несколько недель вынесла в отдельную ссылку.

Перед ссылкой Claude сверяет каждую позицию с остатком по моему адресу. В день проверки не хватило трех товаров, их заменили похожими, а граммы пересчитали. Промпт к этой версии — в конце статьи.

Пример меню на неделю

Ссылка на корзину вместо списка покупок

На последнем шаге работает vkusvill_cart_link_create. Ему передают список товаров: id — номер товара из поиска, q — сколько положить. Обратно приходит ссылка вида vkusvill.ru/?share_basket=…. Открываете ее, а товары уже лежат в корзине.

{"products": [
  {"id": 489,   "q": 1.0},
  {"id": 26797, "q": 4},
  {"id": 38893, "q": 1}
]}

Количество q у весовых товаров считается в килограммах, у штучных в упаковках. С лимитом позиций я разобралась на живом сервере. Описание инструмента до сих пор говорит «до 20», но решает схема параметров: корзину из 31 позиции сервер отклоняет сразу, а ссылку на 30 создает, и в корзине все 30 на месте, я проверила. Остатки ссылка не сверяет: я положила в ссылку товар, которого оставалось 11 упаковок, с количеством 31, и ссылка все равно создалась. Так что перед ссылкой пусть модель сравнит q с available_quantity, иначе лишнее всплывет уже в корзине.

Еще одна странность: больше половины вызовов у меня вернули «Ошибка создания ссылки, попробуйте позже», и от размера корзины это не зависит: ссылка на один товар падала точно так же. Помогает повтор с паузой секунд в десять: ссылка на 30 товаров получилась с пятой попытки.

Скрин 16. Ссылки на корзины, первая версия, до подгонки под КБЖУ

По ссылке ВкусВилл показывает окно «С вами поделились товарами», где весь список уже собран, с количеством и ценой за штуку. Мне остается нажать «Проверить наличие товаров» и выбрать адрес доставки, а если что-то лишнее, убрать его крестиком прямо в окне.

Скрин 17. Что открывается по ссылке на корзину

Что не получилось и где осторожнее

Наличие только с OAuth. Без входа сервер не знает ваш адрес, и часть корзины может не оказаться в наличии. Когда я вошла и перепроверила свои корзины, в шести из восьми чего-то не хватило: перца нужно 3, а осталось 2, горбуши в желе не оказалось вовсе.

Овощи и фрукты без КБЖУ. Ровно та часть тарелки, которой должно быть больше всего, в каталоге без цифр.

КБЖУ — диапазон. Для готовой еды разница между производителями доходит до двух-трех раз. Я считаю по верхней границе.

Скидки работают не так, как кажется. Каталог отдает цену уже с акцией: в моих корзинах таких товаров было четыре, от −12% до −24%. Персональные «6 скидок» сервер со входом тоже отдает (vkusvill_discounts_personal): мне пришло 18 предложений по −20%, но в корзины из них попал только щавелевый суп, и «Офисные ланч-боксы» подешевели всего на 88 ₽. Если хотите на скидках сэкономить, пусть модель сначала возьмет список персональных скидок и подбирает замены под него. Итог в корзине может отличаться, по моим прикидкам, на 5–10% в обе стороны.

Как повторить у себя

1. Подключите сервер командой claude mcp add --transport http vkusvill https://mcp.vkusvill.ru/mcp. Это публичные инструменты. Если планируете вход, сразу переходите к шагу 3: там подключение другое.

2. Хотите видеть наличие по своему адресу, историю заказов и персональные скидки — зарегистрируйте своего агента на vkusvill.ru/oauth/registration. В форме нужны название, почта, Redirect URI http://localhost:8765/callback и все четыре галочки доступов: скрипт ниже просит именно их, и если отметить меньше, ВкусВилл ответит invalid_scope. localhost — это ваш же компьютер, так что адрес у всех одинаковый, а порт 8765 можно взять любой свободный: главное, чтобы он совпадал в форме и в константе PORT в скрипте. Client ID и Client Secret придут на почту из формы. Секрет никому не пересылайте, даже в чат с моделью.

3. Войти через /mcp у меня не вышло, и у вас, скорее всего, тоже не выйдет. Claude Code сам добавляет к запросу доступ offline_access, чтобы продлевать токен без повторного входа: так он делает, когда сервер авторизации объявляет его поддержку, а ВкусВилл объявляет. Убрать его не выйдет даже настройкой oauth.scopes. А клиенту, которого вы зарегистрировали через форму, этот доступ не выдан: галочки для него там нет. ВкусВилл отвечает ошибкой invalid_scope, и дело тут не в ключах. Поэтому токен я получаю сама, коротким скриптом с PKCE и только четырьмя доступами из формы:

# vv_token.py — токен ВкусВилла без offline_access
# python vv_token.py          — войти через браузер и сохранить токен
# python vv_token.py --header — отдать заголовок для headersHelper в Claude Code
import base64, hashlib, http.server, json, os, secrets, sys, time
import urllib.parse, urllib.request, webbrowser

CLIENT_ID = os.environ.get("VV_CLIENT_ID", "")
CLIENT_SECRET = os.environ.get("VV_CLIENT_SECRET", "")
PORT = 8765  # тот же порт, что в Redirect URI в форме ВкусВилла
REDIRECT = f"http://localhost:{PORT}/callback"
SCOPE = "catalog.search purchase_history.read discounts.view recommendations.personalized"
TOKEN_FILE = os.path.join(os.path.dirname(os.path.abspath(__file__)), "vv-token.json")

if "--header" in sys.argv:
    t = json.load(open(TOKEN_FILE))
    if t["expires_at"] < time.time():
        sys.exit("токен ВкусВилла истек, запустите vv_token.py без --header")
    print(json.dumps({"Authorization": "Bearer " + t["access_token"]}))
    sys.exit()

if not CLIENT_ID or not CLIENT_SECRET:
    sys.exit("задайте переменные VV_CLIENT_ID и VV_CLIENT_SECRET из письма ВкусВилла")
verifier = secrets.token_urlsafe(64)
challenge = base64.urlsafe_b64encode(hashlib.sha256(verifier.encode()).digest()).rstrip(b"=").decode()
state = secrets.token_urlsafe(16)
webbrowser.open("https://oauth.vkusvill.ru/oauth2/auth?" + urllib.parse.urlencode({
    "response_type": "code", "client_id": CLIENT_ID, "redirect_uri": REDIRECT, "scope": SCOPE,
    "state": state, "code_challenge": challenge, "code_challenge_method": "S256"}))

got = {}
class Callback(http.server.BaseHTTPRequestHandler):
    def do_GET(self):
        got.update(urllib.parse.parse_qsl(urllib.parse.urlparse(self.path).query))
        self.send_response(200)
        self.send_header("Content-Type", "text/plain; charset=utf-8")
        self.end_headers()
        self.wfile.write("Готово, вкладку можно закрыть".encode())

server = http.server.HTTPServer(("localhost", PORT), Callback)
while "code" not in got and "error" not in got:
    server.handle_request()
if got.get("state") != state or "code" not in got:
    sys.exit("вход не прошел: " + got.get("error_description", got.get("error", "state не совпал")))

req = urllib.request.Request("https://oauth.vkusvill.ru/oauth2/token", headers={"User-Agent": "curl/8.5.0"},
    data=urllib.parse.urlencode({"grant_type": "authorization_code", "code": got["code"],
        "redirect_uri": REDIRECT, "client_id": CLIENT_ID, "client_secret": CLIENT_SECRET,
        "code_verifier": verifier}).encode())
tok = json.load(urllib.request.urlopen(req))
json.dump({"access_token": tok["access_token"], "expires_at": time.time() + tok.get("expires_in", 3600)},
          open(TOKEN_FILE, "w"))
print("Токен сохранен, действует", tok.get("expires_in", 3600) // 3600, "ч")

Client ID и Client Secret скрипт берет из переменных VV_CLIENT_ID и VV_CLIENT_SECRET, так секрет не попадет ни в код, ни в чат. Скрипт откроет браузер, ВкусВилл покажет обычный экран согласия, а токен ляжет в vv-token.json рядом со скриптом. Живет он около суток, потом скрипт нужно запустить еще раз. Если личные инструменты вдруг перестали отвечать, первым делом проверьте токен.

Скрин 18. Экран согласия ВкусВилла

Осталось отдать токен серверу. Для этого в Claude Code есть настройка headersHelper: она запускает скрипт при каждом подключении к серверу и подставляет заголовок Authorization: Bearer. Сервер, подключенный на первом шаге, сначала удалите:

claude mcp remove vkusvill
claude mcp add-json vkusvill '{"type":"http","url":"https://mcp.vkusvill.ru/mcp","headersHelper":"python /путь/к/vv_token.py --header"}'

На Mac и в Linux вместо python обычно нужно написать python3, а путь к скрипту — полный. В Windows команду удобнее запускать из Git Bash или WSL: в cmd и старом PowerShell кавычки внутри JSON ломаются. После этого перезапустите Claude Code.

4. Расскажите модели про себя одним блоком. Я писала туда цель, нормы КБЖУ, как устроена тарелка, какие блюда у меня постоянные, что люблю и чего не ем.

5. Не торопитесь с корзиной. Сначала пусть модель сделает справку по категориям, и разброс КБЖУ вылезет раньше, чем испортит вам расчет.

6. Через диалог весь каталог не вытащить, тут нужен скрипт, который ходит в MCP напрямую. Только поставьте паузу, иначе упретесь в лимит 60 запросов в минуту.

7. Нормы пусть подгоняет решатель. Пять показателей сразу руками не сводятся, я пробовала.

8. А в конце попросите ссылку на корзину, чтобы не перебивать список покупок руками. Больше 30 позиций в одну ссылку не кладите, перед ссылкой пусть модель сверит количество в корзине с остатком, а если сервер ответит «попробуйте позже», пусть повторяет запрос секунд через десять, пока ссылка не соберется.

А вот промпт уже к финальной версии, его можно брать целиком. Строка про наличие работает, только если вы вошли во ВкусВилл, шаг 3:

Подбери корзины ВкусВилла на неделю на одного человека.
Питаюсь по метаболической тарелке. Нормы на день: до 1000 ккал, белок от 78 г,
жиры 30–37 г, углеводы от 70 г, клетчатка от 25 г. 5 приемов пищи.
Масло — не больше 1 ст. л. в день.
Завтрак всегда одинаковый: <состав>, его не меняй.
Куриное филе покупаю сама, выпиши граммы на неделю отдельно.
Тарелка: половина — овощи 100–150 г, четверть — белок 60–100 г,
четверть — сложные углеводы 60–100 г, жиров минимум.
После каждого приема — вкусная точка до 60 ккал.
Готовлю два вечера в неделю: в воскресенье на понедельник–среду,
в среду на четверг–воскресенье. Все горячее — в духовке или мультиварке.
Перекусы без готовки и каждый день разные.
Возьми блюда из моих рецептов: <путь к папке>.
Сделай четыре корзины, каждую под один способ готовки,
у каждой меню на 7 дней, список покупок с ценой и ссылку на корзину.
Подгони граммы под нормы через линейную оптимизацию, каждый день отдельно.
Бери только то, что есть в наличии по моему адресу, и не больше, чем осталось.
Перед ссылкой сверь каждую позицию с остатком; чего не хватает — замени похожим и пересчитай граммы.
Корзина на неделю — одна ссылка, не больше 30 позиций. Если позиций больше, бери один товар там, где их несколько похожих: один творог вместо трех разных, одни огурцы вместо соленых и маринованных.
Если сервер ответит «попробуйте позже», повтори через 10 секунд.
Запасы на несколько недель вынеси в отдельную ссылку, в недельную сумму их не считай.

Самое ценное для меня тут даже не сэкономленное время у полки. У меня впервые сошлись вместе метод, нормы тренера, мои рецепты и реальный магазин с ценами, а раньше каждое жило в своем углу. Теперь корзина на неделю собирается за один запрос, и листать карточки я наконец перестала.

Делитесь своим опытом, какие приемы AI помогли вам в решении бытовых задач.

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16 окт. 2026 г.

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29.06.26 22:37 riley777

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30.06.26 15:08 wendytaylor015

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30.06.26 15:08 wendytaylor015

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02.07.26 01:22 Lieneke Bonnema

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04.07.26 15:32 Fraddy Pual

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05.07.26 14:44 lydiassmith567

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05.07.26 14:44 lydiassmith567

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06.07.26 16:20 Olga Ognjanović

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06.07.26 16:31 Joseph Weigl

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06.07.26 16:33 Jaran Løvlien

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07.07.26 18:00 robertalfred175

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07.07.26 18:01 robertalfred175

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09.07.26 19:06 Toivo Walli

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09.07.26 19:10 Misty Alexander

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13.07.26 23:49 [email protected]

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15.07.26 11:53 Sarah Green

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16.07.26 21:38 patricialovick86

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16.07.26 21:38 patricialovick86

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17.07.26 19:24 laimqq90

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17.07.26 20:12 martinsjude080

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18.07.26 17:12 Malthe Larsen

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18.07.26 17:42 پریا رضایی

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18.07.26 17:46 Adem Akışık

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18.07.26 23:51 bernalzenaida

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19.07.26 04:10 Fraddy Pual

I can't thank Fundsretriever enough for everything they did for me. My name is Vanessa Conway, and I'm here to tell you my story of how I recovered money I never thought I'd see again. A few months ago, I put a significant amount of money into what looked like a genuine online investment company. At first, it felt real—they showed me fake profits and convinced me to invest even more. But when I tried to cash out, they went quiet and started asking for extra fees. That's when it hit me—I had been scammed. I was heartbroken, frustrated, and didn't know where to turn. That money was my savings—months of hard work gone. Then I found Fundsretriever online. I reached out, hoping for a miracle. Right away, their team made me feel heard. They were responsive, knowledgeable, and walked me through everything. They didn't just take my case—they took it seriously and kept me in the loop every step of the way. I finally felt like I had real experts fighting for me. And guess what? They actually got my money back. It wasn't instant, and it took teamwork, but it happened. When I saw those funds returned, I cried with joy. I'm sharing this so that anyone else out there who's been scammed knows—don't lose hope. Do your research before investing, and stay far away from platforms that promise too much too fast. And if you've already been stung, don't wait—get professional help immediately. Thank you, Fundsretriever, from the bottom of my heart. You didn't just recover my money—you restored my faith. — Vanessa Conway 📧 [email protected] 📱 WhatsApp: +16035121448 💬 Telegram: @Fundsretriever
19.07.26 19:53 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
19.07.26 19:53 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
19.07.26 19:54 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
30.07.26 00:04 Ahmed

A really cool analysis, thank you. I was especially struck by how strictly the order is defined: data processing and formatting come first, with color only at the very end. This really saves you from the typical mistake of "first a pretty palette, then we figure out what the chart is for." And the palette validator with OKLCH + colorblindness check is absolutely fantastic; you almost never see that in regular tools. By the way, while reading about rank-trajectory and the logarithmic scale, I immediately remembered how convenient it is to analyze dynamics on charts in ExpertOption—I've been trading there for quite some time now. When the data is well visualized, decisions are noticeably easier and more relaxed. I also liked the point about "no more than eight colors" and the dual-axis ban. Strict restrictions sometimes actually produce better results than complete freedom. I'll try this approach myself.
30.07.26 17:27 wendytaylor015

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30.07.26 17:27 wendytaylor015

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31.07.26 16:21 rssllhrnsb

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01.08.26 15:05 keithwilson9899

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01.08.26 15:05 keithwilson9899

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03.08.26 20:05 Philip

I was a victim of a crypto theft involving a Pink Drainer, which resulted in the theft of my Wrapped Bitcoin (WBTC) from my Polygon network. The experience was incredibly frustrating and distressing, as I had no idea how to recover my funds. Unfortunately, by the time I noticed the theft, the funds had already been drained to an address that I had no control over, making it seem like an irreversible situation.The attack happened when I clicked on what appeared to be a legitimate link. I didn’t realize at the time that it was a phishing attempt designed to siphon off my private keys and access my wallet. The Pink Drainer, a type of malicious script used by attackers, is specifically designed to exploit such vulnerabilities in crypto wallets. The moment I realized that my WBTC had been drained from my Polygon network. I felt completely helpless, as I didn’t have direct access to the thief's address, and there was no way to reverse the transaction on my own at that point, I started searching for ways to recover my funds, but most resources only offered generic advice that wasn’t practical in this particular case. I quickly realized that if I wanted to have any hope of getting my assets back, I would need professional assistance. After some research, I came across a reliable and trusted recovery team called Aspen Recovery Experts. Their expertise in cryptocurrency recovery, especially in cases like mine, seemed promising.I decided to reach out to Aspen Recovery Experts, and I’m incredibly grateful that I did. Their team of crypto recovery experts was able to help me trace the stolen funds and identify the path the funds took after they left my wallet. Using advanced tools and techniques, they were able to track the transactions on the blockchain, helping me understand where my WBTC had been sent. More importantly, they worked tirelessly to assist me in contacting the necessary parties and even interfaced with blockchain analysts to help facilitate the recovery process.Thanks to their efforts, I was able to successfully recover my stolen funds. The entire process took some time, but the Aspen Recovery Experts dedicated team provided regular updates and kept me informed throughout the process, which gave me a sense of hope and relief during an otherwise stressful time. If you’re ever in a similar situation, I highly recommend reaching out to a trusted recovery team like Aspen Recovery Expertshhh . Their professionalism, knowledge, and expertise were critical in helping me recover my funds and regain control of my crypto assets. Whatsapp : +1 747 231 9036 Telegram : @ prohackerspy Email : [email protected]
03.08.26 20:06 Philip

I was a victim of a crypto theft involving a Pink Drainer, which resulted in the theft of my Wrapped Bitcoin (WBTC) from my Polygon network. The experience was incredibly frustrating and distressing, as I had no idea how to recover my funds. Unfortunately, by the time I noticed the theft, the funds had already been drained to an address that I had no control over, making it seem like an irreversible situation.The attack happened when I clicked on what appeared to be a legitimate link. I didn’t realize at the time that it was a phishing attempt designed to siphon off my private keys and access my wallet. The Pink Drainer, a type of malicious script used by attackers, is specifically designed to exploit such vulnerabilities in crypto wallets. The moment I realized that my WBTC had been drained from my Polygon network. I felt completely helpless, as I didn’t have direct access to the thief's address, and there was no way to reverse the transaction on my own at that point, I started searching for ways to recover my funds, but most resources only offered generic advice that wasn’t practical in this particular case. I quickly realized that if I wanted to have any hope of getting my assets back, I would need professional assistance. After some research, I came across a reliable and trusted recovery team called Aspen Recovery Experts. Their expertise in cryptocurrency recovery, especially in cases like mine, seemed promising.I decided to reach out to Aspen Recovery Experts, and I’m incredibly grateful that I did. Their team of crypto recovery experts was able to help me trace the stolen funds and identify the path the funds took after they left my wallet. Using advanced tools and techniques, they were able to track the transactions on the blockchain, helping me understand where my WBTC had been sent. More importantly, they worked tirelessly to assist me in contacting the necessary parties and even interfaced with blockchain analysts to help facilitate the recovery process.Thanks to their efforts, I was able to successfully recover my stolen funds. The entire process took some time, but the Aspen Recovery Experts dedicated team provided regular updates and kept me informed throughout the process, which gave me a sense of hope and relief during an otherwise stressful time. If you’re ever in a similar situation, I highly recommend reaching out to a trusted recovery team like Aspen Recovery Expertshhh . Their professionalism, knowledge, and expertise were critical in helping me recover my funds and regain control of my crypto assets. Whatsapp : +1 747 231 9036 Telegram : @ prohackerspy Email : [email protected]
04.08.26 11:05 Kisnoles

Excellent analysis, thank you. I was particularly struck by how rigidly the skill sets the order: data processing and form come first, with color coming last. This really cures the habit of "first a pretty palette, then we'll figure it out." A palette validator using OKLCH + color blindness + WCAG is something most chart generators lack. And regarding the boundaries of competence, it's very clear. Where there's a self-checking loop (color), you delegate freely. Where there's a heuristic (form, data interpretation), you remain the final filter. This is a universal principle, not just for /dataviz. By the way, when you look at trading dashboards (including those of decent platforms like ExpertOption), it's immediately clear who thought about readability and who just threw in rainbow lines. Tools like this skill could greatly improve the quality of analytics. Thanks again for the detailed analysis – saved.
04.08.26 12:37 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684
04.08.26 12:37 kimberlyhebertt6877

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06.08.26 08:11 ROMMYHENDERSON344

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06.08.26 13:56 lydiassmith567

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11.08.26 03:43 raymont0714

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12.08.26 16:37 rssllhrnsb

I learned an important lesson after investing in what appeared to be a genuine opportunity. Unfortunately, I was unable to access my funds, which reinforced the importance of carrying out thorough due diligence, checking whether an investment is appropriately regulated, and seeking qualified professional advice rather than relying solely on online reviews or testimonials. During the process of addressing my case, I worked with Mrs. Tatiana Sorina , who communicated clearly, provided regular updates, and handled the matter in a professional manner. According to my experience, I have recovered $50,000 so far, while efforts to resolve the remaining balance are still in progress. If you wish to contact her, the details I used are: Mrs. Tatiana Sorina TEXT : (tatianasorina06 at G_Ma IL dot ..c 0 m)…. Before committing money to any investment, take time to verify the legitimacy of the platform, confirm any relevant regulatory authorisations, and avoid investing more than you can comfortably afford to lose.
16.08.26 01:44 Matt Kegan

CapitalNode Analytics. They help to investigate and recover stolen digital assets from fake trading platforms. Great firm i must say.
18.08.26 04:59 marcushenderson624

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18.08.26 04:59 marcushenderson624

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19.08.26 14:50 BAYER7043

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20.08.26 11:32 michaeldavenport218

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20.08.26 11:32 michaeldavenport218

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23.08.26 20:02 leslieyee

Excellent analysis by /dataviz! I was particularly struck by how strictly the order is defined: "data meaning first, color last" and how the validator actually adjusts the palette according to OKLCH, color blindness, and WCAG standards. These rules greatly improve the quality of charts. By the way, a similar approach to clean and legible charts is highly valued in trading—for example, on the ExpertOption platform, the interface and price visualization are designed to ensure information is read instantly and without unnecessary noise.
25.08.26 13:44 lydiassmith567

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25.08.26 13:44 lydiassmith567

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30.08.26 15:37 [email protected]

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30.08.26 15:37 [email protected]

Discovering I had been defrauded, I searched online for services claiming to recover stolen ETH. I contacted several companies, but none succeeded. Although some claimed they could trace assets or recover funds, I could not verify their success or recover my money. I later found SYLVESTER BRYANT Recovery through Google. After contacting him, he recovered 450,000,00. He can be reached at [email protected] or WhatsApp at +1 512 577 7957.
01.09.26 11:16 lisawerth897

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01.09.26 11:16 lisawerth897

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01.09.26 17:34 Garry42

Really crazy world. These fraudsters go at any length to steal your hard earned funds. I have been a victim of a bitcoin scam about 7 months back. A Con artist gained access to my cashapp account through a phishing scam. They stole $409,000. I was really devastated. I did everything to get back my funds by contacting the FBI but they claimed there was nothing they could do. A friend told me about a recovery expert. He helps fight against various phishing and investment scams and they were able to help trace and recover my funds even though it took over 2 days. you can reach out to him through recoverydarek@gmail. com . I can guarantee his services are still active.
01.09.26 17:34 Garry42

Really crazy world. These fraudsters go at any length to steal your hard earned funds. I have been a victim of a bitcoin scam about 7 months back. A Con artist gained access to my cashapp account through a phishing scam. They stole $409,000. I was really devastated. I did everything to get back my funds by contacting the FBI but they claimed there was nothing they could do. A friend told me about a recovery expert. He helps fight against various phishing and investment scams and they were able to help trace and recover my funds even though it took over 2 days. you can reach out to him through recoverydarek@gmail. com . I can guarantee his services are still active.
02.09.26 03:43 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
02.09.26 03:43 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
04.09.26 21:51 Kovengray

Recovering your lost investment funds as the case might be, is not what you can do alone, you’d require the service of a trained recovery specialist. A recovery specialist is a person or a group of people who are well equipped to work around the brokerage network. They have vast knowledge about the whole network and have the right software and private keys to follow any transaction. I was ripped off trading online to an investment broker, good thing I got every penny back through the help of Gavin ray he’s a genius Contact : Gavinray78 at gmail com or WhatsApp +1 352 322 2096 It is also important to be patient and really calm during the process.
05.09.26 21:38 [email protected]

I invested 45,000 Euro, and later aggreviated to 198,000 Euro. I requested to place ‎Withdrawal of my funds to be paid to my Bank account. But nothing happened I was subjected to pay more fee until I can get my funds on my account, i got in touch with Theodore ryan here on this platform who had helped a lot of people, I followed all instructions and he legally got back my withheld funds, I got threatened by the company that if I don’t pay they will get my account frozen, all thanks to Theodore ryan and I highly recommend him to anyone dealing with an unregulated broker company… contact him on his Gmail - theodoreryan318@ gmail . com
09.09.26 21:31 lisawerth897

My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684
09.09.26 21:31 lisawerth897

My Experience With Cryptocurrency — CAPITAL CRYPTO RECOVER I lost over $82,000 in Bitcoin after falling victim to a fraudulent online investment scheme. After realizing I had been scammed, I spent considerable time researching possible ways to recover my funds. During my research, I came across CAPITAL CRYPTO RECOVER and decided to contact them after reading their reported success record and encouraging client positive reviews and testimonials. Their team guided me through the recovery process, and I was grateful to successfully recover my lost cryptocurrency. The experience was challenging, but I appreciated the assistance and support I received throughout the process. I’m sharing my experience in the hope that it may encourage other victims to carefully research their options and verify any recovery service before proceeding. I will forever be thankful to you CAPITAL CRYPTO RECOVER 📧 [email protected] 🌐 Website: recovercapital.wixsite.com/capital-crypto-rec-1 📧 [email protected] 📞 Call/WhatsApp: +1 (336) 390-6684
09.09.26 23:22 Fraddy Pual

Hearing that these individuals are focusing on other people makes me very sad. I had a similar situation with them and lost a lot of money, but after learning about (Cruxcipherteam @ proton DoT me), whataqq:+168160-15021, telegram: @Cruxcipherteam I was able to get my money back. It's critical that we all be watchful and keep reporting these occurrences.
11.09.26 03:23 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
11.09.26 03:23 kimberlyhebertt6877

I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] WhatsApp/Text Number: +1 (336) 390-6684
15.09.26 03:35 elioduncan

I fell victim to a freelance web development contract scam that ultimately cost me CAD 4,000. It all started when I came across a job posting on Indeed Canada, a popular online job portal. The position seemed perfect: a freelance web developer role for an established company looking for someone to design and build a fully functional e-commerce website. The job promised a high payment of CAD 20,000 upon successful completion, which sounded like a great opportunity for me to gain experience and earn decent pay.The employer, who introduced himself as a project manager from a "well-known" tech company, was very persuasive and professional in our initial communication. He explained that the project involved developing a user-friendly, responsive online store for their client and that they had a strict timeline to meet. He assured me that the payment would be made promptly after completing the tasks. However, before starting the work, he told me that I would need to pay an upfront fee of CAD 4,000 to cover certain software tools and licensing fees required for the project. This was supposedly a part of their company policy for freelance contractors, ensuring access to their premium resources. The idea of working on a professional project, coupled with the promise of a substantial payout, convinced me to pay the upfront fee.As soon as I made the payment, the project manager became increasingly difficult to reach. He initially responded to my emails and provided some vague instructions on what the project would entail, but as time went on, communication slowed to a complete halt. I never received the required tools or any proper project details. My emails went unanswered, and any attempts to contact the company were met with silence. After waiting for weeks, I realized that I had been scammed.Desperate to recover my money, I turned to TechY Force Cyber Retrieval, a service that specializes in helping victims of online scams. They helped me track the payment and took legal steps to pursue the fraudsters. Through their guidance, I was able to recover the full CAD 4,000. TechY Force Cyber Retrieval worked with my bank to reverse the transaction and liaised with the authorities to trace the scammer's details.This was a hard lesson, and I now know to be highly cautious about online job offers that require upfront payments. It is crucial to research companies thoroughly and avoid any job that seems too good to be true, especially when it involves paying money upfront. WhatsApp https://wa.link/2x6ktp Mail. [email protected]
15.09.26 15:45 lydiassmith567

HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
15.09.26 15:45 lydiassmith567

HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
05.10.26 21:26 [email protected]

I Invested 45,000 Euro, and later aggreviated to 198,000 Euro. I requested to place Withdrawal of my funds to be paid to my Bank account. But nothing happened I was subjected to pay more fee until I can get my funds on my account, i got in touch with Theodore ryan here on this platform who had helped a lot of people, I followed all instructions and he legally got back my withheld funds, I got threatened by the company that if I don’t pay they will get my account frozen, all thanks to Theodore ryan and I highly recommend him to anyone dealing with an unregulated broker company… contact him on his Gmail - theodoreryan318@ gmail . com
06.10.26 06:13 melissathomason573

Professional Crypto Recovery Testimonial After losing a significant amount of cryptocurrency through a scam on Twitter, I was unsure whether my Bitcoin funds could ever be recovered. The experience was extremely stressful, particularly because I encountered several individuals and services claiming they could help recover my assets, only to discover that some were fraudulent themselves. A friend eventually referred me to CAPITAL CRYPTO RECOVER. Their team handled my case professionally, discreetly, and efficiently. With their assistance, I successfully recovered approximately $130,000 worth of USDT in just over a week. My experience taught me the importance of being extremely cautious when seeking cryptocurrency recovery services, as scammers often target victims a second time. I am grateful to CAPITAL CRYPTO RECOVER for the assistance I received and wanted to share my experience with others who may be facing a similar situation. If you’ve been compromised, don’t lose hope—and be careful of fraudsters posing as saviors. CAPITAL CRYPTO RECOVER are real professionals in crypto recovery. I am a living proof of their effectiveness, you can reach them through Phone (Call/WhatsApp): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
06.10.26 06:13 melissathomason573

Professional Crypto Recovery Testimonial After losing a significant amount of cryptocurrency through a scam on Twitter, I was unsure whether my Bitcoin funds could ever be recovered. The experience was extremely stressful, particularly because I encountered several individuals and services claiming they could help recover my assets, only to discover that some were fraudulent themselves. A friend eventually referred me to CAPITAL CRYPTO RECOVER. Their team handled my case professionally, discreetly, and efficiently. With their assistance, I successfully recovered approximately $130,000 worth of USDT in just over a week. My experience taught me the importance of being extremely cautious when seeking cryptocurrency recovery services, as scammers often target victims a second time. I am grateful to CAPITAL CRYPTO RECOVER for the assistance I received and wanted to share my experience with others who may be facing a similar situation. If you’ve been compromised, don’t lose hope—and be careful of fraudsters posing as saviors. CAPITAL CRYPTO RECOVER are real professionals in crypto recovery. I am a living proof of their effectiveness, you can reach them through Phone (Call/WhatsApp): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
06.10.26 17:44 Darrell1717

I fell victim of a scam I invested to total of 5thousand into. I know it could be risky but after I trusted this man I was dating online he lured me into investing with him. I know hard I worked of my money so I wanted every way possible to get it back. I really appreciate Blockrecoveryexpert for successfully recovered my funds form this scammer. This is all I can say. You can reachout if you ever need help contact blockrecoveryexpert (at) gmail (dot)com
11.10.26 03:04 Patricia014

Most recovery companies will take your money again. I personally think they’re the same set of people running all of them. It’s a sad, unending cycle, and so many people fall for cloned websites. The only recovery agent I know is Agent Rottgen Raphael. I’ve visited their physical company address, and they’ll tell you if they can handle your case instead of taking upfront payment when they know they can’t help. I highly appreciate their support in recovering my money from the scammers’ wallet within 24 hours. RottgenRaphael@Gmail. com
12.10.26 19:34 lydiassmith567

HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
12.10.26 19:34 lydiassmith567

HIRE A HACKER YOUR STOLEN CRYPTO RECOVERY / BTC / USDT / ETH WITH THE HELP OF CAPITAL CRYPTO RECOVER. I want to share my experience publicly regarding cryptocurrency wallet recovery, I highly recommend you to contact CAPITAL CRYPTO RECOVER, a professional private investigator in the Bitcoin world. They have a certified expert security team specializing in Bitcoin Recovery Services and have helped many people worldwide recover their lost funds. My wife and I were defrauded by an online manipulator posing as an experienced crypto investment professional. We lost $9.2 Million Stolen BTC in cryptocurrency and were left feeling homeless. After spending hours searching for a reliable crypto recovery service, I discovered CAPITAL CRYPTO RECOVER online. By patiently explaining my situation to their team, I was able to recover all my funds. Remarkably, my money was returned to my wallet in less than 24 hours. I am extremely grateful to CAPITAL CRYPTO RECOVER for their excellent assistance—they truly were a godsend in my difficult situation. If you have fallen victim to a cryptocurrency scam, you can reach CAPITAL CRYPTO RECOVER through the following channels Email: [email protected] OR Call/WhatsApp: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
13.10.26 14:14 lisalisa22

Legitimate Cryptocurrency Recovery Services: Consult ZEUS CRYPTO RECOVERY SERVICES Zeus Crypto Recovery Services supports individuals exploring options after cryptocurrency losses from fraud, unauthorised transfers, or wallet access issues. Services may include blockchain analysis, wallet tracing, and evidence gathering for investigations. Each case is reviewed. Zeus Crypto Recovery Services is a trusted company with the highest success rate among cryptocurrency recovery services in 2025/2026 and is highly recommended if you have been scammed. ZEUS CRYPTO RECOVERY SERVICES handles case such as Scammed USDT Lost BTC, Coinbase Wallet Forgotten password, ETH and coins, etc. Anything that has to do with cryptocurrency or lost digital assets, ZEUS can help you Do you Need Help? Website https://zeusrecoveryservices.com Mailbox [email protected] WhatsApp number +447798816938 Telegram https://t.me/Zeuscryptorecoveryservices
13.10.26 14:14 lisalisa22

Legitimate Cryptocurrency Recovery Services: Consult ZEUS CRYPTO RECOVERY SERVICES Zeus Crypto Recovery Services supports individuals exploring options after cryptocurrency losses from fraud, unauthorised transfers, or wallet access issues. Services may include blockchain analysis, wallet tracing, and evidence gathering for investigations. Each case is reviewed. Zeus Crypto Recovery Services is a trusted company with the highest success rate among cryptocurrency recovery services in 2025/2026 and is highly recommended if you have been scammed. ZEUS CRYPTO RECOVERY SERVICES handles case such as Scammed USDT Lost BTC, Coinbase Wallet Forgotten password, ETH and coins, etc. Anything that has to do with cryptocurrency or lost digital assets, ZEUS can help you Do you Need Help? Website https://zeusrecoveryservices.com Mailbox [email protected] WhatsApp number +447798816938 Telegram https://t.me/Zeuscryptorecoveryservices
17.10.26 12:58 melissathomason573

Professional Crypto Recovery Testimonial After losing a significant amount of cryptocurrency through a scam on Twitter, I was unsure whether my Bitcoin funds could ever be recovered. The experience was extremely stressful, particularly because I encountered several individuals and services claiming they could help recover my assets, only to discover that some were fraudulent themselves. A friend eventually referred me to CAPITAL CRYPTO RECOVER. Their team handled my case professionally, discreetly, and efficiently. With their assistance, I successfully recovered approximately $130,000 worth of USDT in just over a week. My experience taught me the importance of being extremely cautious when seeking cryptocurrency recovery services, as scammers often target victims a second time. I am grateful to CAPITAL CRYPTO RECOVER for the assistance I received and wanted to share my experience with others who may be facing a similar situation. If you’ve been compromised, don’t lose hope—and be careful of fraudsters posing as saviors. CAPITAL CRYPTO RECOVER are real professionals in crypto recovery. I am a living proof of their effectiveness, you can reach them through Phone (Call/WhatsApp): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
17.10.26 12:58 melissathomason573

Professional Crypto Recovery Testimonial After losing a significant amount of cryptocurrency through a scam on Twitter, I was unsure whether my Bitcoin funds could ever be recovered. The experience was extremely stressful, particularly because I encountered several individuals and services claiming they could help recover my assets, only to discover that some were fraudulent themselves. A friend eventually referred me to CAPITAL CRYPTO RECOVER. Their team handled my case professionally, discreetly, and efficiently. With their assistance, I successfully recovered approximately $130,000 worth of USDT in just over a week. My experience taught me the importance of being extremely cautious when seeking cryptocurrency recovery services, as scammers often target victims a second time. I am grateful to CAPITAL CRYPTO RECOVER for the assistance I received and wanted to share my experience with others who may be facing a similar situation. If you’ve been compromised, don’t lose hope—and be careful of fraudsters posing as saviors. CAPITAL CRYPTO RECOVER are real professionals in crypto recovery. I am a living proof of their effectiveness, you can reach them through Phone (Call/WhatsApp): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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