Refero MCP
OfficialRefero MCP
Busca en styles.refero.design en lenguaje sencillo y añade un archivo DESIGN.md a cualquier proyecto.
Navegación rápida
Enlace | Sección | Qué hace | Tiempo |
Resumen | El catálogo, el vacío, la integración | ~1 min | |
Configuración | Una línea en Claude Code | ~1 min | |
Interactuar | Prompts en lenguaje sencillo | ~2 min | |
Referencia | Las seis herramientas, una línea cada una | ~1 min | |
Configuración | Variables de entorno + config JSON | ~1 min | |
Referencia | Caché, embeddings, generación de DESIGN.md | ~1 min | |
Referencia | Los tres problemas más probables | ~1 min | |
Meta | MIT | — |
Related MCP server: Design System MCP Server
Qué es esto
Refero Styles es un catálogo beta de unos 200 sitios seleccionados donde alguien ha hecho el arduo trabajo de extraer los colores, la tipografía, el espaciado y las guías de qué hacer y qué no hacer por estilo. Cada entrada incluye un bloque designSystem que es básicamente un DESIGN.md esperando a ser creado.
Este MCP envuelve ese catálogo para que Claude Code pueda buscar en él usando lenguaje natural y añadir un DESIGN.md generado directamente en cualquier proyecto que estés estructurando. Sin copiar y pegar JSON de pestañas del navegador, sin tablas de tokens hechas a mano.
Es para cualquiera que use Claude Code para iniciar una nueva aplicación, presentación o proyecto de cliente y quiera definir el lenguaje de diseño antes de renderizar el primer componente.
Instalación rápida
Una línea:
claude mcp add refero -- npx -y fidgetcoding-refero-mcpReinicia Claude Code y empieza a describir el estilo que buscas.
Si quieres una búsqueda por "vibe" (clasificación semántica basada en el resumen poético northStar de cada estilo), proporciona una clave de OpenAI:
claude mcp add refero --env OPENAI_API_KEY=sk-... -- npx -y fidgetcoding-refero-mcpSin ella, la búsqueda recurre a la puntuación por palabras clave. Funciona bien, solo que es menos mágico.
Para usuarios de 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"
}
}
}
}Uso
[!IMPORTANT] Tú hablas. Claude ejecuta. Sin comandos, sin sintaxis, sin JSON.
Cada herramienta aquí está conectada a prompts en lenguaje sencillo. No memorizas nombres de herramientas ni construyes payloads: Claude elige la herramienta y rellena los parámetros.
Algunos prompts que funcionan bien:
"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."Más recetas en docs/USAGE.md.
Herramientas
Herramienta | Qué hace |
| Búsqueda por "vibe" en lenguaje natural en todo el catálogo. Embeddings si |
| Obtiene el sistema de diseño completo para un estilo. Acepta un uuid, nombre de host (ej. |
| Clasificación de "estilos similares" de Refero para un estilo dado. Recomendaciones gratuitas del origen. |
| Explora el espejo del catálogo local con filtros opcionales de tema/etiqueta. Orden estable. |
| Renderiza un estilo como un DESIGN.md apto para agentes (frontmatter, north star, tabla de colores, qué hacer/no hacer). Opcionalmente escribe en disco. |
| Fuerza una recarga completa del catálogo y sobrescribe el espejo local. Omite el TTL de 24h. |
Configuración
Todo es opcional. Los valores predeterminados están elegidos para que el MCP funcione directamente.
Variable | Requerido | Predeterminado | Qué hace |
| No | sin configurar | Habilita la búsqueda por "vibe" mediante |
| No |
| Sobrescribe si Refero cambia la API o si apuntas a un fixture. |
| No |
| Dónde residen el espejo del catálogo local, los embeddings y la caché de detalles. |
| No |
| Cuánto tiempo se considera fresca una página en caché. |
| No (requerido para escritura) | sin configurar | Ruta absoluta a la raíz del almacén donde escribe |
Un .env.example para copiar y pegar se incluye en la raíz del repositorio.
No hay un valor predeterminado para
REFERO_MCP_VAULT_DIR. El borrador anterior tenía codificada la ruta de mi portátil, lo cual funcionaba genial para exactamente una máquina en la Tierra. El revisor lo detectó. Ahora, si no lo configuras, la herramienta simplemente se niega a escribir: es rudo, pero mejor que soltar archivos en una carpeta que no existe en tu ordenador.
Cómo funciona
No hay una API pública de Refero documentada al momento de escribir esto; la estructura se mapeó empíricamente contra el sitio en vivo. El desglose completo está en docs/api-surface.md para que mi "yo" del futuro no tenga que redescubrirlo.
Espejo del catálogo local. Refero expone paginación
?page=Npero ignora silenciosamente?search=,?q=y?colorScheme=. Por lo tanto, este MCP recorre las páginas una vez, las refleja localmente bajoREFERO_CACHE_DIRy ejecuta todo el filtrado y clasificación en el lado del cliente.Búsqueda por "vibe" mediante
northStar. Cada estilo de Refero incluye un resumen poético de una línea llamadonorthStar. ConOPENAI_API_KEYconfigurada, el MCP incrusta esos resúmenes context-embedding-3-smally los clasifica por similitud de coseno con tu consulta. Sin una clave, recurre a la puntuación por palabras clave ennorthStar+ etiquetas + nombre del sitio.DESIGN.md generado localmente. Refero no expone un endpoint
/design.md. El MCP sintetiza uno a partir destyle.fullResult.designSystem(qué hacer, qué no hacer, etiquetas, tema, colores etiquetados por rol). La salida es compatible con las habilidades/stitch-design-tastey/design-taste-frontend.
Solución de problemas
"No styles found" / el catálogo parece vacío. La primera ejecución golpea una caché fría. Pídele a Claude que "refresque el catálogo de Refero" una vez; recorrerá las ~10 páginas con una pausa educada de 250ms y las escribirá en REFERO_CACHE_DIR. Después de eso, la búsqueda es instantánea.
Los resultados de búsqueda parecen basados en palabras clave en lugar de semánticos. Probablemente no tengas OPENAI_API_KEY configurada. Añádela a tu configuración de MCP y reinicia, o apóyate más en el vocabulario del catálogo (industrias más etiquetas como editorial, brutalist, glass).
refero_design_md devuelve markdown pero no escribe en disco. REFERO_MCP_VAULT_DIR no está configurado. Establécelo en la raíz de tu almacén (ruta absoluta) y la herramienta escribirá en <vault>/05-Projects/<NAME>/DESIGN.md. Sin esto, obtienes el markdown en la conversación y puedes pegarlo donde quieras.
Licencia
MIT — ver LICENSE para más detalles.
Autor
Creado por Nate Davidovich / Lorecraft LLC.
GitHub: lorecraft-io
npm: lorecraft
Proyectos hermanos: morgen-mcp, motion-mcp
Seguridad: escaneo con gitleaks
Este repositorio incluye una configuración .gitleaks.toml y un asistente scripts/security-scan.sh que escanea el árbol de trabajo en busca de secretos (tokens de GitHub, claves API, JWTs, claves privadas, claves de Anthropic, etc.).
bash scripts/security-scan.shUn hook .husky/pre-commit también ejecuta gitleaks protect --staged en cada commit y advierte si gitleaks no está instalado localmente.
Si aún no lo tienes:
macOS:
brew install gitleaks
Available Tools
6 toolsrefero_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.
| Name | Required | Description | Default |
|---|---|---|---|
| identifier | Yes | uuid, hostname/URL, or site name to render. | |
| save_to_project | No | Vault project folder name (e.g. "PARZVL"). Sanitized; must be [A-Za-z0-9_.-]. |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| identifier | Yes | uuid, hostname/URL, or site name. |
TDQS
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.
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.
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.
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.
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.
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).
| Name | Required | Description | Default |
|---|---|---|---|
| theme | No | Filter to light- or dark-themed sites only. | |
| tags | No | Filter by tag terms (matched against siteName + northStar in the catalog projection). | |
| page | No | 1-indexed page number (default 1). | |
| limit | No | Items per page (default 20, max 50). |
TDQS
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.
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.
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.
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.
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.
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.
| Name | Required | Description | Default |
|---|---|---|---|
No parameters | |||
TDQS
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.
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.
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.
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.
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.
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_searchA
Natural-language search over the styles.refero.design catalog. Returns the top matches scored by an embedding model (when OPENAI_API_KEY is set) or a BM25-lite keyword fallback. The local catalog is mirrored on first call and refreshed automatically every 24 hours.
| Name | Required | Description | Default |
|---|---|---|---|
| query | Yes | Natural-language vibe query, e.g. "playful neobrutalist saas". | |
| theme | No | Filter to light- or dark-themed sites only. | |
| tags | No | Filter to styles whose tags / name / northStar mention any of these terms. | |
| limit | No | How many results to return (default 10, max 50). |
TDQS
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations provided, but the description discloses the search mechanism (embedding or BM25 fallback), caching behavior (mirrored on first call), and refresh policy (every 24 hours). This explains backend behavior adequately for a read-only search tool, though no side effects are mentioned.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Three concise sentences covering purpose, algorithm, and caching. No redundant information; all sentences earn their place.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Without an output schema, the description does not specify the structure of returned results (e.g., fields like name, tags, thumbnail). Also lacks details on how tag filtering interacts with the search. Adequate but has gaps.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema coverage is 100% with clear parameter descriptions. The description does not repeat parameter details but adds context about the search algorithm, which is separate from parameter definitions. Baseline 3 is appropriate.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
Clearly identifies the tool as a natural-language search over a specific catalog (styles.refero.design). It distinguishes from siblings like refero_list (listing) and refero_similar (similarity search) by emphasizing vibe-based search. The mention of embedding vs BM25 fallback adds specificity.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Implies use for natural-language queries but does not explicitly state when to avoid this tool or prefer siblings. No direct comparison with sibling tools, leaving the agent to infer context from names.
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.
| Name | Required | Description | Default |
|---|---|---|---|
| identifier | Yes | uuid, hostname/URL, or site name. | |
| limit | No | How many similar styles to return (default 10, max 20). |
TDQS
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.
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.
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.
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.
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.
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.
6 tool updates
v0.1.0- First observed
refero_design_md - First observed
refero_get - First observed
refero_list - First observed
refero_refresh - First observed
refero_search - First observed
refero_similar
TDQS
Each tool has a clearly distinct purpose: fetching details, browsing, searching, refreshing, getting recommendations, and generating design docs. No overlap in functionality.
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.
6 tools is well-scoped for interacting with a design system catalog, covering key operations without being too few or too many.
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
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