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Refero MCP

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by fidgetcoding

Refero MCP

Ищите на styles.refero.design на обычном английском языке и добавляйте DESIGN.md в любой проект.

npm version License: MIT Node MCP Compatible

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Быстрая навигация

Ссылка

Раздел

Что делает

Время

Что это такое

Обзор

Каталог, пробел, обертка

~1 мин

Быстрая установка

Настройка

Одна строка в Claude Code

~1 мин

Использование

Общение

Промпты на обычном английском

~2 мин

Инструменты

Справочник

Шесть инструментов, по одной строке

~1 мин

Конфигурация

Настройка

Переменные окружения + JSON конфиг

~1 мин

Как это работает

Справочник

Кэш, эмбеддинги, генерация DESIGN.md

~1 мин

Устранение неполадок

Справочник

Три вероятные первые проблемы

~1 мин

Лицензия + Автор

Мета

MIT


Related MCP server: Design System MCP Server

Что это такое

Refero Styles — это бета-каталог из около 200 отобранных сайтов, где кто-то проделал кропотливую работу по извлечению цветов, типографики, отступов и рекомендаций «делай/не делай» для каждого стиля. Каждая запись поставляется с блоком designSystem, который по сути является готовым DESIGN.md.

Этот MCP оборачивает данный каталог, чтобы Claude Code мог искать в нем на естественном языке и добавлять сгенерированный DESIGN.md прямо в любой проект, который вы создаете. Никакого копирования JSON из вкладок браузера, никаких таблиц токенов вручную.

Он предназначен для всех, кто использует Claude Code для запуска нового приложения, презентации или клиентского проекта и хочет зафиксировать дизайн-код до отрисовки первого компонента.


Быстрая установка

Одна строка:

claude mcp add refero -- npx -y fidgetcoding-refero-mcp

Перезапустите Claude Code и начните описывать желаемый внешний вид.

Если вы хотите поиск по «вайбу» (семантическое ранжирование по поэтичному описанию northStar каждого стиля), передайте ключ OpenAI:

claude mcp add refero --env OPENAI_API_KEY=sk-... -- npx -y fidgetcoding-refero-mcp

Без него поиск переключается на оценку по ключевым словам. Работает нормально, просто менее «магически».

Для пользователей claude_desktop_config.json:

{
  "mcpServers": {
    "refero": {
      "command": "npx",
      "args": ["-y", "fidgetcoding-refero-mcp"],
      "env": {
        "OPENAI_API_KEY": "sk-...",
        "REFERO_MCP_VAULT_DIR": "/absolute/path/to/your/vault"
      }
    }
  }
}

Использование

[!IMPORTANT] Вы говорите. Claude выполняет. Никаких команд, никакого синтаксиса, никакого JSON.

Каждый инструмент здесь настроен на промпты на обычном английском языке. Вам не нужно запоминать названия инструментов или создавать полезные нагрузки — Claude сам выбирает инструмент и заполняет параметры.

Несколько промптов, которые хорошо работают:

"Find me a dark editorial style with a serif and a warm accent."
"Pull the full breakdown for Linear."
"What's similar to Vercel in the Refero catalog?"
"Render Cursor's DESIGN.md — don't save it yet, just show me."
"Save Cursor's DESIGN.md into my PARZVL project."
"Show me only dark-mode brutalist styles, top five."
"Refresh the Refero catalog before we start the design pass."

Больше готовых рецептов в docs/USAGE.md.


Инструменты

Инструмент

Что делает

refero_search

Поиск по «вайбу» на естественном языке по всему каталогу. Эмбеддинги, если задан OPENAI_API_KEY, в противном случае — упрощенный BM25.

refero_get

Получение полной дизайн-системы для одного стиля. Принимает uuid, имя хоста (например, cursor.com) или название сайта (например, "Cursor").

refero_similar

Собственное ранжирование «похожих стилей» Refero для заданного стиля. Бесплатные рекомендации из источника.

refero_list

Просмотр локального зеркала каталога с опциональными фильтрами по теме/тегам. Стабильный порядок.

refero_design_md

Отрисовка стиля в виде удобного для агента DESIGN.md (frontmatter, north star, таблица цветов, dos/donts). Опционально записывает на диск.

refero_refresh

Принудительное полное обновление каталога и перезапись локального зеркала. Пропускает 24-часовой TTL.


Конфигурация

Все опционально. Значения по умолчанию подобраны так, чтобы MCP просто работал.

Переменная

Обязательно

По умолчанию

Что делает

OPENAI_API_KEY

Нет

не задано

Включает поиск по «вайбу» через text-embedding-3-small. Без него поиск переключается на оценку по ключевым словам.

REFERO_API_BASE

Нет

https://styles.refero.design

Переопределите, если Refero изменит API или вы указываете на фикстуру.

REFERO_CACHE_DIR

Нет

~/.refero-cache

Где хранятся локальное зеркало каталога, эмбеддинги и кэш деталей.

REFERO_CACHE_TTL_MS

Нет

86400000 (24ч)

Как долго кэшированная страница считается свежей.

REFERO_MCP_VAULT_DIR

Нет (обязательно для записи в проект)

не задано

Абсолютный путь к корню хранилища, в который записывает refero_design_md. Если не задано, инструмент возвращает markdown, но не записывает на диск.

Пример .env.example поставляется в корне репозитория.

Для REFERO_MCP_VAULT_DIR нет значения по умолчанию. В предыдущем черновике был жестко прописан путь моего ноутбука, что отлично работало ровно на одной машине на Земле. Рецензент это заметил. Теперь, если вы его не зададите, инструмент просто откажется записывать — грубо, но лучше, чем создавать файлы в папке, которой нет на вашем компьютере.


Как это работает

На момент написания публичной документации API Refero нет — структура была сопоставлена эмпирически на основе живого сайта. Полный разбор находится в docs/api-surface.md, чтобы я в будущем не переоткрывал его заново.

  • Локальное зеркало каталога. Refero использует пагинацию ?page=N, но молча игнорирует ?search=, ?q= и ?colorScheme=. Поэтому этот MCP один раз проходит по страницам, зеркалирует их локально в REFERO_CACHE_DIR и выполняет всю фильтрацию и ранжирование на стороне клиента.

  • Поиск по «вайбу» через northStar. Каждый стиль Refero поставляется с однострочным поэтичным резюме под названием northStar. Если задан OPENAI_API_KEY, MCP создает эмбеддинги этих резюме с помощью text-embedding-3-small и ранжирует их по косинусному сходству с вашим запросом. Без ключа он переключается на оценку по ключевым словам в northStar + теги + название сайта.

  • DESIGN.md генерируется локально. Refero не предоставляет эндпоинт /design.md. MCP синтезирует его из style.fullResult.designSystem (dos, donts, теги, тема, цвета с ролевыми тегами). Вывод совместим с навыками /stitch-design-taste и /design-taste-frontend.


Устранение неполадок

«Стили не найдены» / каталог кажется пустым. При первом запуске кэш пуст. Попросите Claude «обновить каталог Refero» один раз — он пройдет по ~10 страницам с вежливой задержкой в 250 мс и запишет их в REFERO_CACHE_DIR. После этого поиск будет мгновенным.

Результаты поиска кажутся основанными на ключевых словах, а не семантическими. Вероятно, у вас не задан OPENAI_API_KEY. Добавьте его в конфигурацию MCP и перезапустите, или используйте более специфичную лексику каталога (отрасли плюс теги, такие как editorial, brutalist, glass).

refero_design_md возвращает markdown, но не записывает на диск. REFERO_MCP_VAULT_DIR не задан. Установите его на корень вашего хранилища (абсолютный путь), и инструмент будет записывать в <vault>/05-Projects/<NAME>/DESIGN.md. Без этого вы получите markdown в диалоге и сможете вставить его куда угодно.


Лицензия

MIT — подробности см. в LICENSE.

Автор

Создано Nate Davidovich / Lorecraft LLC.

⤴ наверх


Безопасность: сканирование gitleaks

Этот репозиторий поставляется с конфигурацией .gitleaks.toml и вспомогательным скриптом scripts/security-scan.sh, который сканирует рабочее дерево на наличие секретов (токены GitHub, ключи API, JWT, закрытые ключи, ключи Anthropic и т. д.).

bash scripts/security-scan.sh

Хук .husky/pre-commit также запускает gitleaks protect --staged при каждом коммите и выдает предупреждение, если gitleaks не установлен локально.

Если у вас его еще нет:

Available Tools

6 tools
refero_design_mdA

Render a Refero style as an agent-friendly DESIGN.md (frontmatter, north star, color table, fonts, dos/donts, tags). When save_to_project is set, writes the file to /05-Projects//DESIGN.md.

ParametersJSON Schema
NameRequiredDescriptionDefault
identifierYesuuid, hostname/URL, or site name to render.
save_to_projectNoVault project folder name (e.g. "PARZVL"). Sanitized; must be [A-Za-z0-9_.-].

TDQS

A4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description discloses the side effect of writing a file when save_to_project is set and specifies the file path. However, it does not detail overwrite behavior, error handling, or permission requirements, leaving some behavioral ambiguity.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two concise sentences: first states purpose and content, second adds conditional behavior. No superfluous information, efficiently communicates core functionality.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a tool with two parameters and no output schema, the description explains the main action and optional save. It could mention that it generates a document without modifying the original style, but overall it is sufficient for an agent to understand what the tool does.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema already has 100% coverage with clear descriptions. The tool description adds context by explaining the file path construction from save_to_project, going beyond the schema. Good addition but not essential.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool renders a Refero style as a DESIGN.md file with specified contents (frontmatter, north star, etc.) and optionally writes it to a project folder. This distinguishes it from sibling tools that retrieve, list, or search styles.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explains what the tool does but lacks explicit guidance on when to use it over alternatives like refero_get or refero_search. No when/ when-not or comparison to siblings is provided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

refero_getA

Fetch the full design system for a single style. Accepts a uuid, a hostname/URL (e.g. cursor.com), or a site name (e.g. "Cursor"). Fuzzy-matches site names within Levenshtein distance 2.

ParametersJSON Schema
NameRequiredDescriptionDefault
identifierYesuuid, hostname/URL, or site name.

TDQS

A4.6/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations, the description carries the full burden. It discloses fuzzy matching behavior and acceptable input types. It does not explicitly state the tool is read-only or describe failure modes (e.g., no match found), but the intention is clear and no contradictions exist.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, no redundancy, front-loaded with the primary action. Every word adds value—first sentence states purpose, second sentence details input flexibility and matching algorithm.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given no output schema, the description could mention what the tool returns (e.g., JSON object of the design system), but for a simple fetch operation, the description is sufficiently complete. The context of sibling tools helps, and the tool is straightforward.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema already describes the 'identifier' parameter as 'uuid, hostname/URL, or site name' (100% coverage). The description adds value by explaining fuzzy matching (Levenshtein distance 2) and giving an example, which goes beyond the schema's basic description.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool fetches "the full design system for a single style," specifying the verb 'Fetch' and the resource 'full design system for a single style'. It distinguishes itself from sibling tools like refero_list (list all), refero_search (search), and refero_similar (find similar), which have different purposes.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly lists acceptable input formats (uuid, hostname/URL, site name) and provides an example ("Cursor"). It also mentions fuzzy matching with Levenshtein distance 2, giving clear guidance on how the identifier will be resolved, which helps the agent choose correct inputs.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

refero_listA

Browse the local catalog mirror with optional theme/tag filters. Returns paginated, stably-ordered results (newest first, then site name).

ParametersJSON Schema
NameRequiredDescriptionDefault
themeNoFilter to light- or dark-themed sites only.
tagsNoFilter by tag terms (matched against siteName + northStar in the catalog projection).
pageNo1-indexed page number (default 1).
limitNoItems per page (default 20, max 50).

TDQS

A3.8/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided, so description must cover behavior. It mentions read-like operation ('browse') and stable ordering, but does not disclose caching, rate limits, or whether the mirror is synced. Adequate but minimal.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, no wasted words. Purpose and key details are front-loaded, making it easy to parse.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Covers pagination, ordering, and filters. No output schema exists, but description could mention return structure. Still, given the tool's simplicity and thorough schema descriptions, it is largely complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema already describes all 4 parameters with 100% coverage. Description adds no additional meaning beyond restating 'optional theme/tag filters' and pagination. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description clearly states the tool browses a catalog mirror with optional filters and pagination. Verb 'browse' and resource 'local catalog mirror' are specific, and the ordering detail distinguishes it from sibling tools like refero_search.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Implies usage for browsing/filtering the catalog, but does not explicitly compare with alternatives (e.g., refero_search for full-text search, refero_similar for similar sites). No guidance on when not to use.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

refero_refreshA

Force a full re-fetch of the styles.refero.design catalog and overwrite the local mirror. Useful after the catalog has changed and you don't want to wait for the 24h TTL.

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

A4.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Discloses destructive behavior (overwrite local mirror) but lacks details on authorization, side effects, rate limits, or synchronous/asynchronous nature. No annotations to supplement.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two efficient sentences: first states action, second provides use case. No fluff, perfectly front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given zero parameters and no output schema, description adequately explains purpose and when to use. Lacks mention of return value or sync/async but sufficient for a simple refresh.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Input schema has zero parameters, so description doesn't need to document any. Schema coverage is 100%. Baseline 4 for no parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Clearly states the action: force full re-fetch and overwrite local mirror. Specifies the resource (styles.refero.design catalog) and implies the verb 'refresh'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Provides explicit when-to-use: after catalog changes and wanting to avoid 24h TTL. Implies alternative is waiting or using other tools like refero_get for normal reads.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

refero_similarA

Refero's own "similar styles" recommendation list for a given style. Useful for follow-up exploration once you've found a candidate via refero_search.

ParametersJSON Schema
NameRequiredDescriptionDefault
identifierYesuuid, hostname/URL, or site name.
limitNoHow many similar styles to return (default 10, max 20).

TDQS

A3.7/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations provided; description does not disclose read-only nature, required permissions, or any side effects. Minimal behavioral info beyond purpose.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two concise sentences with no fluff. First sentence states purpose, second gives usage context.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

No output schema; description does not hint at return format or pagination. However, tool is simple with good sibling context, so adequate but not complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema covers both parameters with descriptions; description adds no extra meaning. Baseline 3 due to 100% schema coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Clearly states 'recommendation list for a given style' and distinguishes from siblings by referencing refero_search as a precursor.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Explicitly says 'Useful for follow-up exploration once you've found a candidate via refero_search', which tells when to use it. Does not explicitly exclude alternatives, but context is sufficient.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 6 tool updatesv0.1.0
    • First observedrefero_design_md
    • First observedrefero_get
    • First observedrefero_list
    • First observedrefero_refresh
    • First observedrefero_search
    • First observedrefero_similar

TDQS

A4.1/5.0
Disambiguation5/5

Each tool has a clearly distinct purpose: fetching details, browsing, searching, refreshing, getting recommendations, and generating design docs. No overlap in functionality.

Naming Consistency4/5

All tools share the 'refero_' prefix and use lowercase with underscores, but the suffixes vary between verbs (get, list, refresh, search) and non-verbs (similar, design_md), causing slight inconsistency.

Tool Count5/5

6 tools is well-scoped for interacting with a design system catalog, covering key operations without being too few or too many.

Completeness4/5

The tool set covers browsing, searching, fetching details, getting recommendations, refreshing the catalog, and generating documentation. Minor gaps like filtering by popularity are absent but core workflows are complete.

Maintenance

ActivityMaintained
ResponsivenessNo issues

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