diff --git a/es/ai/model-context-protocol.mdx b/es/ai/model-context-protocol.mdx
index ec8e9c2e8..99ea8dbe3 100644
--- a/es/ai/model-context-protocol.mdx
+++ b/es/ai/model-context-protocol.mdx
@@ -34,24 +34,22 @@ La ruta `/mcp` está reservada para servidores MCP alojados y no se puede usar p
 
 Todos los servidores MCP incluyen la herramienta `search` de forma predeterminada, lo que permite a los usuarios consultar información de tu documentación desde otras herramientas.
 
-Si cuentas con un [plan Pro o Enterprise](https://mintlify.com/pricing?ref=mcp), puedes exponer endpoints de tu especificación OpenAPI como herramientas MCP.
+Si tienes un [plan Pro o Custom](https://mintlify.com/pricing?ref=mcp), puedes exponer endpoints de tu especificación OpenAPI como herramientas MCP.
 
-Para exponer endpoints como herramientas MCP, utiliza el objeto `mcp` dentro de la extensión `x-mint`, ya sea a nivel de archivo o de endpoint. Por ejemplo, el servidor MCP de Mintlify incluye herramientas para crear chats del assistant, obtener actualizaciones de estado y activar actualizaciones.
+Para exponer endpoints como herramientas MCP, usa el objeto `mcp` dentro de la extensión `x-mint` a nivel de archivo o de endpoint. Por ejemplo, el servidor MCP de Mintlify incluye herramientas para crear chats del assistant, obtener actualizaciones de estado y desencadenar actualizaciones.
 
-Los servidores MCP siguen un enfoque de seguridad primero en el que los endpoints de la API no se exponen de forma predeterminada. Debes habilitar explícitamente los endpoints para que estén disponibles como herramientas MCP. Expón únicamente endpoints que sean seguros para el acceso público a través de herramientas de IA.
+Los servidores MCP siguen un enfoque de seguridad prioritaria, donde los endpoints de la API no se exponen de forma predeterminada. Debes habilitar explícitamente los endpoints para que estén disponibles como herramientas MCP. Expón únicamente endpoints que sean seguros para el acceso público a través de herramientas de IA.
 
 <ResponseField name="mcp" type="object">
   La configuración de MCP para el endpoint.
 
   <Expandable title="MCP">
     <ResponseField name="enabled" type="boolean">
-      Indica si se debe exponer el endpoint como una herramienta MCP. Tiene prioridad sobre la configuración a nivel de archivo.
+      Indica si se expone el endpoint como una herramienta MCP. Tiene prioridad sobre la configuración a nivel de archivo.
     </ResponseField>
-
     <ResponseField name="name" type="string">
       El nombre de la herramienta MCP.
     </ResponseField>
-
     <ResponseField name="description" type="string">
       La descripción de la herramienta MCP.
     </ResponseField>
diff --git a/es/authentication-personalization/overview.mdx b/es/authentication-personalization/overview.mdx
index f91df4c5e..85c6baa46 100644
--- a/es/authentication-personalization/overview.mdx
+++ b/es/authentication-personalization/overview.mdx
@@ -1,5 +1,5 @@
 ---
-title: "Overview"
+title: "Descripción general"
 description: "Controla quién ve tu documentación y personaliza su experiencia"
 keywords: ["auth"]
 ---
@@ -7,14 +7,14 @@ keywords: ["auth"]
 <Info>
   Los [planes Pro](https://mintlify.com/pricing?ref=authentication) incluyen autenticación con contraseña.
 
-  Los [planes Enterprise](https://mintlify.com/pricing?ref=authentication) incluyen todos los métodos de autenticación.
+  Los [planes Custom](https://mintlify.com/pricing?ref=authentication) incluyen todos los métodos de autenticación.
 </Info>
 
 Elige entre tres enfoques para gestionar el acceso y personalizar tu documentación según la información del usuario y tus necesidades de seguridad:
 
-* **Autenticación completa**: Privacidad total para todo el contenido, con personalización completa.
+* **Autenticación completa**: Protección total de la privacidad de todo el contenido, con personalización completa.
 * **Autenticación parcial**: Control de acceso página por página, con personalización completa.
-* **Personalización**: Personalización de contenido sin **garantías de seguridad**. Todo el contenido sigue siendo de acceso público.
+* **Personalización**: Personalización del contenido, **sin garantías de seguridad**. Todo el contenido permanece accesible públicamente.
 
 <div id="use-case-examples">
   ### Ejemplos de casos de uso
@@ -69,4 +69,4 @@ Elige el método que mejor se adapte a tu infraestructura actual y a tus requisi
   ## Personalización del contenido
 </div>
 
-Los tres enfoques admiten funciones de personalización del contenido, como contenido MDX dinámico, autocompletado de API key y controles de visibilidad de páginas. Para obtener instrucciones de implementación detalladas, consulta [Configuración de personalización](/es/deploy/personalization-setup).
\ No newline at end of file
+Los tres enfoques admiten funciones de personalización del contenido, como contenido MDX dinámico, prerellenado de API key y controles de visibilidad de páginas. Para obtener instrucciones de implementación detalladas, consulta [Configuración de la personalización](/es/deploy/personalization-setup).
\ No newline at end of file
diff --git a/es/dashboard/roles.mdx b/es/dashboard/roles.mdx
index a98f09918..d7c052f10 100644
--- a/es/dashboard/roles.mdx
+++ b/es/dashboard/roles.mdx
@@ -4,23 +4,23 @@ description: "Controla el acceso a tu dashboard con roles."
 ---
 
 <Info>
-  La funcionalidad RBAC está disponible en el [plan Enterprise](https://mintlify.com/pricing?ref=rbac).
+  La funcionalidad RBAC está disponible en los [Custom plans](https://mintlify.com/pricing?ref=rbac).
 </Info>
 
 Mintlify ofrece dos niveles de acceso al dashboard: Editor y Admin.
 
-A continuación se describen las acciones restringidas al rol de Admin:
+A continuación se describen las acciones limitadas al rol de Admin:
 
 |                         | Editor | Admin |
 | ----------------------- | :----: | :---: |
 | Actualizar roles de usuario |   ❌   |  ✅   |
 | Eliminar usuarios       |   ❌   |  ✅   |
 | Invitar usuarios admin  |   ❌   |  ✅   |
-| Administrar y actualizar la facturación |   ❌   |  ✅   |
-| Actualizar domain personalizado |   ❌   |  ✅   |
-| Actualizar source de Git |   ❌   |  ✅   |
-| Eliminar organización   |   ❌   |  ✅   |
+| Gestionar y actualizar la facturación |   ❌   |  ✅   |
+| Actualizar el domain personalizado    |   ❌   |  ✅   |
+| Actualizar el source de Git       |   ❌   |  ✅   |
+| Eliminar la org        |   ❌   |  ✅   |
 
-Las demás acciones del dashboard están disponibles para ambos roles.
+Otras acciones en el dashboard están disponibles para ambos roles.
 
-Puedes invitar a tantos admins como quieras, pero recomendamos limitar el acceso de admin a quienes realmente lo necesiten.
\ No newline at end of file
+Puedes invitar a tantos admins como quieras, pero recomendamos limitar el acceso de admin a los usuarios que lo necesiten.
\ No newline at end of file
diff --git a/es/dashboard/sso.mdx b/es/dashboard/sso.mdx
index 075a468d1..971109cc9 100644
--- a/es/dashboard/sso.mdx
+++ b/es/dashboard/sso.mdx
@@ -4,10 +4,10 @@ description: "Personaliza cómo tu equipo puede iniciar sesión en tu dashboard
 ---
 
 <Info>
-  La funcionalidad de SSO está disponible en el [plan Enterprise](https://mintlify.com/pricing?ref=sso).
+  La funcionalidad de SSO está disponible en los [planes Custom](https://mintlify.com/pricing?ref=sso).
 </Info>
 
-Usa el inicio de sesión único en tu dashboard mediante SAML y OIDC. Si usas Okta, Google Workspace o Microsoft Entra, contamos con documentación específica por proveedor para configurar SSO. Si usas otro proveedor, [contáctanos](mailto:support@mintlify.com).
+Usa el inicio de sesión único en tu dashboard mediante SAML y OIDC. Si usas Okta, Google Workspace o Microsoft Entra, tenemos documentación específica por proveedor para configurar SSO. Si usas otro proveedor, [contáctanos](mailto:support@mintlify.com).
 
 <div id="okta">
   ## Okta
diff --git a/es/deploy/ci.mdx b/es/deploy/ci.mdx
index ecfdb028b..2add3583d 100644
--- a/es/deploy/ci.mdx
+++ b/es/deploy/ci.mdx
@@ -1,13 +1,13 @@
 ---
 title: "Verificaciones de CI"
-description: "Agrega verificaciones para enlaces rotos, linting y gramática al proceso de actualización"
+description: "Agrega comprobaciones de enlaces rotos, linting y gramática al proceso de actualización"
 ---
 
 <Info>
-  Los [planes Pro y Enterprise](https://mintlify.com/pricing?ref=docs-ci) incluyen verificaciones de CI para repositorios de GitHub.
+  Los [planes Pro y Custom](https://mintlify.com/pricing?ref=docs-ci) incluyen verificaciones de CI para repositorios de GitHub.
 </Info>
 
-Usa verificaciones de CI para analizar tu documentación en busca de errores y mostrar advertencias antes de implementar. Las verificaciones de CI de Mintlify se ejecutan en solicitudes de extracción contra una rama de implementación configurada.
+Usa las verificaciones de CI para revisar tu documentación en busca de errores y mostrar advertencias antes de la implementación. Las verificaciones de CI de Mintlify se ejecutan en solicitudes de extracción contra una rama de implementación configurada.
 
 <div id="installation">
   ## Instalación
diff --git a/es/deploy/preview-deployments.mdx b/es/deploy/preview-deployments.mdx
index 15a7d4d29..b7d4a6057 100644
--- a/es/deploy/preview-deployments.mdx
+++ b/es/deploy/preview-deployments.mdx
@@ -1,13 +1,13 @@
 ---
 title: "Implementaciones de vista previa"
-description: "Previsualiza cambios en tu documentación en una implementación en vivo"
+description: "Previsualiza los cambios en tu documentación en una implementación en vivo"
 ---
 
 <Info>
-  Las implementaciones de vista previa están disponibles en los [planes Pro y Enterprise](https://mintlify.com/pricing?ref=preview-deployments).
+  Las implementaciones de vista previa están disponibles en los [planes Pro y Custom](https://mintlify.com/pricing?ref=preview-deployments).
 </Info>
 
-Las implementaciones de vista previa te permiten ver cómo se verán los cambios en tu documentación antes de fusionarlos en producción. Cada vista previa crea una URL para compartir que se actualiza automáticamente a medida que haces push de nuevos cambios.
+Las implementaciones de vista previa te permiten ver cómo se mostrarán los cambios en tu documentación antes de integrarlos en producción. Cada vista previa genera una URL para compartir que se actualiza automáticamente a medida que envías nuevos cambios.
 
 <div id="creating-preview-deployments">
   ## Creación de implementaciones de vista previa
@@ -60,6 +60,6 @@ Vuelve a implementar una vista previa para actualizar el contenido o volver a in
 
 Las implementaciones de vista previa pueden ser de acceso público o estar restringidas a usuarios autenticados.
 
-**Acceso público**: Las URL de vista previa son públicas de forma predeterminada. Comparte un enlace de vista previa con cualquiera que necesite revisar tus cambios.
+**Acceso público**: Las URL de vista previa son visibles públicamente de forma predeterminada. Comparte un enlace de vista previa con cualquiera que necesite revisar tus cambios.
 
-**Acceso restringido**: Activa la autenticación para implementaciones de vista previa para limitar el acceso únicamente a usuarios autenticados de Mintlify. Consulta [Configuración de Autenticación](/es/deploy/authentication-setup) para obtener más información.
\ No newline at end of file
+**Acceso restringido**: Habilita la autenticación de implementaciones de vista previa para limitar el acceso únicamente a usuarios autenticados de Mintlify. Consulta [Configuración de Autenticación](/es/deploy/authentication-setup) para obtener más información.
\ No newline at end of file
diff --git a/fr/ai/model-context-protocol.mdx b/fr/ai/model-context-protocol.mdx
index f69d0db92..c854dd8fb 100644
--- a/fr/ai/model-context-protocol.mdx
+++ b/fr/ai/model-context-protocol.mdx
@@ -29,16 +29,16 @@ Vous pouvez afficher et copier l’URL de votre serveur MCP dans votre [Dashboar
 Le chemin `/mcp` est réservé aux serveurs MCP hébergés et ne peut pas être utilisé pour d’autres éléments de navigation.
 
 <div id="configuring-your-mcp-server">
-  ## Configuration de votre serveur MCP
+  ## Configurer votre serveur MCP
 </div>
 
 Tous les serveurs MCP incluent par défaut l’outil `search`, qui permet aux utilisateurs d’interroger les informations de votre documentation depuis d’autres outils.
 
-Si vous avez un [forfait Pro ou Enterprise](https://mintlify.com/pricing?ref=mcp), vous pouvez exposer des points de terminaison depuis votre spécification OpenAPI en tant qu’outils MCP.
+Si vous avez un [forfait Pro ou Custom](https://mintlify.com/pricing?ref=mcp), vous pouvez exposer des points de terminaison de votre spécification OpenAPI en tant qu’outils MCP.
 
-Pour exposer des points de terminaison en tant qu’outils MCP, utilisez l’objet `mcp` dans l’extension `x-mint` au niveau du fichier ou du point de terminaison. Par exemple, le serveur MCP de Mintlify inclut des outils pour créer des conversations avec l’Assistant, obtenir des mises à jour d’état et déclencher des mises à jour.
+Pour exposer des points de terminaison en tant qu’outils MCP, utilisez l’objet `mcp` dans l’extension `x-mint`, au niveau du fichier ou du point de terminaison. Par exemple, le serveur MCP de Mintlify inclut des outils pour créer des conversations avec l’Assistant, obtenir des mises à jour d’état et déclencher des mises à jour.
 
-Les serveurs MCP adoptent une approche axée sur la sécurité où les points de terminaison d’API ne sont pas exposés par défaut. Vous devez activer explicitement les points de terminaison pour les rendre disponibles en tant qu’outils MCP. N’exposez que ceux qui sont sûrs pour un accès public via des outils d’IA.
+Les serveurs MCP adoptent une approche axée sur la sécurité, où les points de terminaison d’API ne sont pas exposés par défaut. Vous devez explicitement activer les points de terminaison pour les rendre disponibles en tant qu’outils MCP. N’exposez que les points de terminaison sûrs pour un accès public via des outils d’IA.
 
 <ResponseField name="mcp" type="object">
   La configuration MCP pour le point de terminaison.
@@ -47,11 +47,9 @@ Les serveurs MCP adoptent une approche axée sur la sécurité où les points de
     <ResponseField name="enabled" type="boolean">
       Indique s’il faut exposer le point de terminaison en tant qu’outil MCP. Prend le pas sur la configuration au niveau du fichier.
     </ResponseField>
-
     <ResponseField name="name" type="string">
       Le nom de l’outil MCP.
     </ResponseField>
-
     <ResponseField name="description" type="string">
       La description de l’outil MCP.
     </ResponseField>
diff --git a/fr/authentication-personalization/overview.mdx b/fr/authentication-personalization/overview.mdx
index 73e175f10..c1250e42f 100644
--- a/fr/authentication-personalization/overview.mdx
+++ b/fr/authentication-personalization/overview.mdx
@@ -1,5 +1,5 @@
 ---
-title: "Vue d’ensemble"
+title: "Aperçu"
 description: "Contrôlez qui peut voir votre documentation et personnalisez son expérience"
 keywords: ["auth"]
 ---
@@ -7,12 +7,12 @@ keywords: ["auth"]
 <Info>
   Les [offres Pro](https://mintlify.com/pricing?ref=authentication) incluent l’authentification par mot de passe.
 
-  Les [offres Enterprise](https://mintlify.com/pricing?ref=authentication) incluent toutes les méthodes d’authentification.
+  Les [offres Custom](https://mintlify.com/pricing?ref=authentication) incluent toutes les méthodes d’authentification.
 </Info>
 
-Choisissez l’une des trois approches pour gérer l’accès et personnaliser votre documentation en fonction des informations sur les utilisateurs et de vos besoins en matière de sécurité :
+Choisissez parmi trois approches pour gérer l’accès et personnaliser votre documentation en fonction des informations des utilisateurs et de vos besoins en matière de sécurité :
 
-* **Authentification complète** : confidentialité totale de l’ensemble du contenu, avec personnalisation complète.
+* **Authentification complète** : protection totale de la confidentialité pour l’ensemble du contenu, avec personnalisation complète.
 * **Authentification partielle** : contrôle d’accès page par page, avec personnalisation complète.
 * **Personnalisation** : personnalisation du contenu sans **aucune garantie de sécurité**. Tout le contenu reste accessible publiquement.
 
@@ -69,4 +69,4 @@ Choisissez la méthode qui correspond le mieux à votre infrastructure existante
   ## Personnalisation du contenu
 </div>
 
-Les trois approches prennent en charge des fonctionnalités de personnalisation, notamment du contenu MDX dynamique, le préremplissage de l’API key et des contrôles de visibilité des pages. Pour des instructions de mise en œuvre détaillées, consultez [Configuration de la personnalisation](/fr/deploy/personalization-setup).
\ No newline at end of file
+Les trois approches prennent en charge des fonctionnalités de personnalisation du contenu, notamment le contenu MDX dynamique, le préremplissage de la clé d’API et les contrôles de visibilité des pages. Pour des conseils de mise en œuvre détaillés, voir [Configuration de la personnalisation](/fr/deploy/personalization-setup).
\ No newline at end of file
diff --git a/fr/dashboard/roles.mdx b/fr/dashboard/roles.mdx
index c7dd59774..37c558f01 100644
--- a/fr/dashboard/roles.mdx
+++ b/fr/dashboard/roles.mdx
@@ -4,7 +4,7 @@ description: "Contrôlez l’accès à votre Dashboard avec des rôles."
 ---
 
 <Info>
-  La fonctionnalité RBAC est disponible avec l’[offre Enterprise](https://mintlify.com/pricing?ref=rbac).
+  La fonctionnalité RBAC est disponible avec les [Custom plans](https://mintlify.com/pricing?ref=rbac).
 </Info>
 
 Mintlify propose deux niveaux d’accès au Dashboard : Éditeur et Admin.
@@ -15,12 +15,12 @@ Voici les actions réservées au rôle Admin :
 | ----------------------- | :-----: | :---: |
 | Mettre à jour les rôles des utilisateurs |   ❌   |  ✅   |
 | Supprimer des utilisateurs |   ❌   |  ✅   |
-| Inviter des utilisateurs admin |   ❌   |  ✅   |
+| Inviter des administrateurs |   ❌   |  ✅   |
 | Gérer et mettre à jour la facturation |   ❌   |  ✅   |
-| Mettre à jour le domaine personnalisé |   ❌   |  ✅   |
+| Mettre à jour le domain personnalisé |   ❌   |  ✅   |
 | Mettre à jour la source Git |   ❌   |  ✅   |
 | Supprimer l’organisation |   ❌   |  ✅   |
 
 Les autres actions sur le Dashboard sont disponibles pour les deux rôles.
 
-Vous pouvez inviter autant d’admins que vous le souhaitez, mais nous recommandons de limiter l’accès admin aux utilisateurs qui en ont besoin.
\ No newline at end of file
+Vous pouvez inviter autant d’administrateurs que vous le souhaitez, mais nous recommandons de limiter l’accès administrateur aux utilisateurs qui en ont besoin.
\ No newline at end of file
diff --git a/fr/dashboard/sso.mdx b/fr/dashboard/sso.mdx
index 92dabf1cf..73cc63fd7 100644
--- a/fr/dashboard/sso.mdx
+++ b/fr/dashboard/sso.mdx
@@ -4,10 +4,10 @@ description: "Personnalisez la manière dont votre équipe se connecte à votre
 ---
 
 <Info>
-  La fonctionnalité SSO est disponible avec l’offre [Enterprise plan](https://mintlify.com/pricing?ref=sso).
+  La fonctionnalité SSO est disponible avec les [Custom plans](https://mintlify.com/pricing?ref=sso).
 </Info>
 
-Utilisez l’authentification unique pour accéder à votre Dashboard via SAML et OIDC. Si vous utilisez Okta, Google Workspace ou Microsoft Entra, nous proposons une documentation spécifique au fournisseur pour configurer le SSO. Si vous utilisez un autre fournisseur, veuillez [nous contacter](mailto:support@mintlify.com).
+Utilisez l’authentification unique sur votre Dashboard via SAML et OIDC. Si vous utilisez Okta, Google Workspace ou Microsoft Entra, nous proposons une documentation spécifique au fournisseur pour configurer le SSO. Si vous utilisez un autre fournisseur, veuillez [nous contacter](mailto:support@mintlify.com).
 
 <div id="okta">
   ## Okta
diff --git a/fr/deploy/ci.mdx b/fr/deploy/ci.mdx
index 45de6509f..6bbffb47d 100644
--- a/fr/deploy/ci.mdx
+++ b/fr/deploy/ci.mdx
@@ -1,13 +1,13 @@
 ---
 title: "Vérifications CI"
-description: "Ajoutez des contrôles de liens brisés, de linting et de grammaire au processus de mise à jour"
+description: "Ajoutez des vérifications pour les liens cassés, le linting et la grammaire au processus de mise à jour"
 ---
 
 <Info>
-  Les [offres Pro et Enterprise](https://mintlify.com/pricing?ref=docs-ci) incluent des vérifications CI pour les dépôts GitHub.
+  Les [offres Pro et Custom](https://mintlify.com/pricing?ref=docs-ci) incluent des vérifications CI pour les dépôts GitHub.
 </Info>
 
-Utilisez les vérifications CI pour analyser votre documentation, détecter les erreurs et afficher des avertissements avant le déploiement. Les vérifications CI de Mintlify s’exécutent sur les pull requests (demandes de fusion) visant une branche de déploiement configurée.
+Utilisez les vérifications CI pour analyser votre documentation afin de détecter les erreurs et afficher des avertissements avant le déploiement. Les vérifications CI de Mintlify s’exécutent sur les pull requests (demandes de fusion) visant une branche de déploiement configurée.
 
 <div id="installation">
   ## Installation
diff --git a/fr/deploy/preview-deployments.mdx b/fr/deploy/preview-deployments.mdx
index ca8b6ed90..2c9656e15 100644
--- a/fr/deploy/preview-deployments.mdx
+++ b/fr/deploy/preview-deployments.mdx
@@ -1,13 +1,13 @@
 ---
-title: "Déploiements de prévisualisation"
+title: "Aperçus de déploiement"
 description: "Prévisualisez les modifications de votre documentation dans un déploiement en direct"
 ---
 
 <Info>
-  Les déploiements de prévisualisation sont disponibles avec les [offres Pro et Enterprise](https://mintlify.com/pricing?ref=preview-deployments).
+  Les aperçus de déploiement sont disponibles avec les [offres Pro et Custom](https://mintlify.com/pricing?ref=preview-deployments).
 </Info>
 
-Les déploiements de prévisualisation vous permettent de voir l’apparence des modifications apportées à votre documentation avant leur fusion en production. Chaque aperçu génère une URL partageable qui se met automatiquement à jour lorsque vous poussez de nouvelles modifications.
+Les aperçus de déploiement vous permettent de voir à quoi ressembleront les modifications de votre documentation avant de les fusionner en production. Chaque aperçu crée une URL partageable qui se met automatiquement à jour lorsque vous poussez de nouvelles modifications.
 
 <div id="creating-preview-deployments">
   ## Créer des déploiements de prévisualisation
@@ -58,8 +58,8 @@ Redéployez un aperçu pour actualiser le contenu ou réessayer après un échec
   ## Partage des déploiements de prévisualisation
 </div>
 
-Les déploiements de prévisualisation peuvent être accessibles au public ou réservés aux utilisateurs authentifiés.
+Les déploiements de prévisualisation peuvent être accessibles publiquement ou réservés aux utilisateurs authentifiés.
 
-**Accès public** : Les URL de prévisualisation sont visibles publiquement par défaut. Partagez un lien de prévisualisation avec toute personne devant examiner vos modifications.
+**Accès public** : Les URL de prévisualisation sont publiques par défaut. Partagez un lien de prévisualisation avec toute personne qui doit revoir vos modifications.
 
-**Accès restreint** : Activez l’authentification des déploiements de prévisualisation pour limiter l’accès aux seuls utilisateurs Mintlify authentifiés. Consultez [Configuration de l’authentification](/fr/deploy/authentication-setup) pour plus d’informations.
\ No newline at end of file
+**Accès restreint** : Activez l’authentification des déploiements de prévisualisation pour limiter l’accès aux seuls utilisateurs Mintlify authentifiés. Consultez [Configuration de l’Authentification](/fr/deploy/authentication-setup) pour plus d’informations.
\ No newline at end of file
diff --git a/gt-lock.json b/gt-lock.json
index 28f61156a..22f4bee81 100644
--- a/gt-lock.json
+++ b/gt-lock.json
@@ -2543,52 +2543,52 @@
       "1a80dac52389ae3627322268c4704210dce59320383c383f8637edb6123c0961": {
         "bd46bda04f4ba005d2e9f4d9da337156912e7cdabc2da6e9ca92008116244445": {
           "zh": {
-            "updatedAt": "2025-11-12T01:23:20.667Z"
+            "updatedAt": "2025-11-12T01:40:07.782Z"
           },
           "es": {
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           "fr": {
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+            "updatedAt": "2025-11-12T01:40:07.961Z"
           },
           "es": {
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+            "updatedAt": "2025-11-12T01:40:07.963Z"
           },
           "fr": {
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           }
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         "ec58bb7742e984e0dfdf9ca63c9e260f171c4c59848266029d658e969ca6b28e": {
           "fr": {
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+            "updatedAt": "2025-11-12T01:40:07.965Z"
           }
         }
       },
@@ -4238,208 +4304,208 @@
         },
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+            "updatedAt": "2025-11-12T01:40:07.911Z"
           },
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-            "updatedAt": "2025-11-12T01:23:20.792Z"
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           }
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           },
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+            "updatedAt": "2025-11-12T01:40:07.965Z"
           },
           "zh": {
-            "updatedAt": "2025-11-12T01:23:20.849Z"
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           },
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+            "updatedAt": "2025-11-12T01:40:07.804Z"
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           },
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-            "updatedAt": "2025-11-12T01:23:20.857Z"
+            "updatedAt": "2025-11-12T01:40:07.954Z"
           },
           "fr": {
-            "updatedAt": "2025-11-12T01:23:20.861Z"
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           },
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+            "updatedAt": "2025-11-12T01:40:07.978Z"
           },
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+            "updatedAt": "2025-11-12T01:40:07.979Z"
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           },
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           },
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+            "updatedAt": "2025-11-12T01:40:07.980Z"
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+            "updatedAt": "2025-11-12T01:40:07.981Z"
           },
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           },
           "zh": {
-            "updatedAt": "2025-11-12T01:23:20.866Z"
+            "updatedAt": "2025-11-12T01:40:07.982Z"
           },
           "fr": {
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           "es": {
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+            "updatedAt": "2025-11-12T01:40:07.827Z"
           },
           "fr": {
-            "updatedAt": "2025-11-12T01:23:20.737Z"
+            "updatedAt": "2025-11-12T01:40:07.827Z"
           },
           "zh": {
-            "updatedAt": "2025-11-12T01:23:20.738Z"
+            "updatedAt": "2025-11-12T01:40:07.828Z"
           }
         }
       }
diff --git a/zh/ai/model-context-protocol.mdx b/zh/ai/model-context-protocol.mdx
index 0dea4d90d..4b58b2964 100644
--- a/zh/ai/model-context-protocol.mdx
+++ b/zh/ai/model-context-protocol.mdx
@@ -32,26 +32,24 @@ Mintlify 会为你的文档自动生成一个 MCP 服务器，并将其托管在
   ## 配置你的 MCP 服务器
 </div>
 
-所有 MCP 服务器默认包含 `search` 工具，允许用户在其他工具中查询你文档中的信息。
+所有 MCP 服务器默认都包含 `search` 工具，它允许用户在其他工具中查询你文档中的信息。
 
-如果你使用 [Pro 或 Enterprise 方案](https://mintlify.com/pricing?ref=mcp)，可以将 OpenAPI 规范中的端点公开为 MCP 工具。
+如果你订阅了 [Pro 或 Custom 方案](https://mintlify.com/pricing?ref=mcp)，可以将 OpenAPI 规范中的端点暴露为 MCP 工具。
 
-要将端点公开为 MCP 工具，请在文件级或端点级的 `x-mint` 扩展中使用 `mcp` 对象。例如，Mintlify MCP 服务器包含用于创建 AI 助手会话、获取状态更新和触发更新的工具。
+要将端点暴露为 MCP 工具，请在文件级或端点级的 `x-mint` 扩展中使用 `mcp` 对象。比如，Mintlify 的 MCP 服务器包含用于创建 AI 助手会话、获取状态更新以及触发更新的工具。
 
-MCP 服务器遵循“安全优先”的原则，API 端点默认不公开。你必须显式启用端点，才能将其作为 MCP 工具使用。仅公开通过 AI 工具对外访问也安全的端点。
+MCP 服务器采用安全优先的策略，API 端点默认不对外暴露。你必须显式启用端点，才能将其作为 MCP 工具使用。仅暴露那些可通过 AI 工具公开访问且安全的端点。
 
 <ResponseField name="mcp" type="object">
   该端点的 MCP 配置。
 
   <Expandable title="MCP">
     <ResponseField name="enabled" type="boolean">
-      是否将该端点公开为 MCP 工具。优先于文件级配置。
+      是否将该端点暴露为 MCP 工具。优先于文件级配置。
     </ResponseField>
-
     <ResponseField name="name" type="string">
       MCP 工具的名称。
     </ResponseField>
-
     <ResponseField name="description" type="string">
       MCP 工具的说明。
     </ResponseField>
diff --git a/zh/authentication-personalization/overview.mdx b/zh/authentication-personalization/overview.mdx
index 688be41e0..c5cc14d3a 100644
--- a/zh/authentication-personalization/overview.mdx
+++ b/zh/authentication-personalization/overview.mdx
@@ -1,20 +1,20 @@
 ---
 title: "概览"
-description: "控制谁可以查看您的文档，并自定义其体验"
+description: "控制谁可以查看你的文档，并自定义其使用体验"
 keywords: ["auth"]
 ---
 
 <Info>
   [Pro 方案](https://mintlify.com/pricing?ref=authentication) 包含密码认证。
 
-  [Enterprise 方案](https://mintlify.com/pricing?ref=authentication) 包含所有认证方式。
+  [Custom 方案](https://mintlify.com/pricing?ref=authentication) 包含所有认证方式。
 </Info>
 
-根据用户信息与您的安全需求，从以下三种方式中选择，用于管理访问并自定义您的文档：
+根据用户信息和你的安全需求，从以下三种方式中选择，以管理访问并自定义你的文档：
 
-* **完全认证**：为所有内容提供完整的隐私保护，并支持全面的内容自定义。
-* **部分认证**：逐页进行访问控制，并支持全面的内容自定义。
-* **个性化**：支持内容自定义，但**不提供任何安全保证**。所有内容仍对公众公开访问。
+* **完全认证**：为所有内容提供完整的隐私保护，并支持全面的内容定制。
+* **部分认证**：按页面进行访问控制，并支持全面的内容定制。
+* **个性化**：提供内容定制，但**不提供任何安全保证**。所有内容仍对公众可见。
 
 <div id="use-case-examples">
   ### 用例示例
@@ -66,7 +66,7 @@ keywords: ["auth"]
 **Shared Session**：当你希望在应用与文档之间实现无缝登录时使用。适用于用户已在主应用中完成认证，且你希望个性化其文档体验的场景。
 
 <div id="content-customization">
-  ## 内容自定义
+  ## 内容定制
 </div>
 
-这三种方式均支持内容个性化功能，包括动态 MDX 内容、API key 预填充和页面可见性控制。有关详细的实现指南，请参见[个性化设置](/zh/deploy/personalization-setup)。
\ No newline at end of file
+这三种方法均支持内容个性化，包括动态 MDX 内容、API key 预填，以及页面可见性控制。有关详细的实现指南，请参阅[个性化设置](/zh/deploy/personalization-setup)。
\ No newline at end of file
diff --git a/zh/dashboard/roles.mdx b/zh/dashboard/roles.mdx
index 488bfeba2..fe60e6a97 100644
--- a/zh/dashboard/roles.mdx
+++ b/zh/dashboard/roles.mdx
@@ -1,26 +1,26 @@
 ---
-title: "Roles"
-description: "使用角色控制对你的控制台的访问。"
+title: "角色"
+description: "使用角色控制对控制台的访问。"
 ---
 
 <Info>
-  RBAC 功能适用于 [Enterprise 方案](https://mintlify.com/pricing?ref=rbac)。
+  RBAC 功能适用于 [自定义方案](https://mintlify.com/pricing?ref=rbac)。
 </Info>
 
-Mintlify 提供两种控制台访问级别：Editor 和 Admin。
+Mintlify 提供两种控制台访问级别：编辑者（Editor）和管理员（Admin）。
 
-以下为仅限 Admin 角色执行的操作：
+以下操作仅限管理员（Admin）执行：
 
 |                         | Editor | Admin |
 | ----------------------- | :----: | :---: |
-| 更新用户角色            |   ❌   |  ✅   |
-| 删除用户                |   ❌   |  ✅   |
-| 邀请管理员              |   ❌   |  ✅   |
-| 管理与更新计费          |   ❌   |  ✅   |
-| 更新自定义 domain       |   ❌   |  ✅   |
-| 更新 Git source         |   ❌   |  ✅   |
-| 删除 org                |   ❌   |  ✅   |
+| Update user roles       |   ❌   |  ✅   |
+| Delete users            |   ❌   |  ✅   |
+| Invite admin users      |   ❌   |  ✅   |
+| Manage & update billing |   ❌   |  ✅   |
+| Update custom domain    |   ❌   |  ✅   |
+| Update Git source       |   ❌   |  ✅   |
+| Delete org              |   ❌   |  ✅   |
 
-控制台上的其他操作两种角色均可执行。
+控制台中的其他操作两种角色均可使用。
 
-你可以邀请任意数量的管理员，但我们建议将管理员访问权限仅授予确有需要的用户。
\ No newline at end of file
+你可以邀请任意数量的管理员，但建议仅向确有需要的用户授予管理员权限。
\ No newline at end of file
diff --git a/zh/dashboard/sso.mdx b/zh/dashboard/sso.mdx
index 25ab9c6b5..328ed00dc 100644
--- a/zh/dashboard/sso.mdx
+++ b/zh/dashboard/sso.mdx
@@ -4,10 +4,10 @@ description: "自定义团队登录管理控制台的方式"
 ---
 
 <Info>
-  SSO 功能适用于 [Enterprise 方案](https://mintlify.com/pricing?ref=sso)。
+  SSO 功能适用于[自定义方案](https://mintlify.com/pricing?ref=sso)。
 </Info>
 
-通过 SAML 和 OIDC 使用单点登录访问控制台。若您使用 Okta、Google Workspace 或 Microsoft Entra，我们提供相应的提供商专用设置文档。若您使用其他提供商，请[联系我们](mailto:support@mintlify.com)。
+通过 SAML 和 OIDC 使用单点登录访问控制台。若使用 Okta、Google Workspace 或 Microsoft Entra，我们提供相应的供应商配置文档。若使用其他供应商，请[联系我们](mailto:support@mintlify.com)。
 
 <div id="okta">
   ## Okta
diff --git a/zh/deploy/ci.mdx b/zh/deploy/ci.mdx
index a32135c89..4591b9e6e 100644
--- a/zh/deploy/ci.mdx
+++ b/zh/deploy/ci.mdx
@@ -1,13 +1,13 @@
 ---
 title: "CI 检查"
-description: "在更新流程中添加断链、代码规范和语法检查"
+description: "在更新流程中添加失效链接、lint 与语法检查"
 ---
 
 <Info>
-  [Pro 和 Enterprise 方案](https://mintlify.com/pricing?ref=docs-ci) 包含针对 GitHub 仓库的 CI 检查。
+  [Pro 和 Custom 套餐](https://mintlify.com/pricing?ref=docs-ci) 包含针对 GitHub 仓库的 CI 检查。
 </Info>
 
-使用 CI 检查对文档进行 lint，捕获错误，并在部署前提供 Warning。Mintlify 的 CI 检查会在针对已配置的部署用分支的拉取请求（PR）上运行。
+使用 CI 检查对文档进行 lint，捕捉错误，并在部署前提供 Warning。Mintlify 的 CI 检查会在针对已配置的 部署用分支 的拉取请求（PR；亦称“合并请求”/Merge Request）上运行。
 
 <div id="installation">
   ## 安装
diff --git a/zh/deploy/preview-deployments.mdx b/zh/deploy/preview-deployments.mdx
index baa88991c..afc2a0273 100644
--- a/zh/deploy/preview-deployments.mdx
+++ b/zh/deploy/preview-deployments.mdx
@@ -1,13 +1,13 @@
 ---
 title: "预览部署"
-description: "在实时部署中预览对文档的更改"
+description: "在实时部署中预览文档的更改"
 ---
 
 <Info>
-  预览部署适用于 [Pro 和 Enterprise 方案](https://mintlify.com/pricing?ref=preview-deployments)。
+  预览部署适用于[Pro 和 Custom 方案](https://mintlify.com/pricing?ref=preview-deployments)。
 </Info>
 
-通过预览部署，你可以在合并到生产环境之前先查看文档更改的实际效果。每次预览都会生成一个可分享的 URL，并会在你推送新更改时自动更新。
+预览部署可让你在合并到生产环境之前先查看文档更改的实际效果。每个预览都会生成一个可分享的 URL，并会在你推送新更改时自动更新。
 
 <div id="creating-preview-deployments">
   ## 创建预览部署
@@ -55,11 +55,11 @@ description: "在实时部署中预览对文档的更改"
 </Frame>
 
 <div id="sharing-preview-deployments">
-  ## 共享预览部署
+  ## 分享预览部署
 </div>
 
-预览部署可以对所有人公开，或仅限通过认证的用户访问。
+预览部署可以公开访问，也可以仅限通过认证的用户访问。
 
-**公开访问**：预览 URL 默认对所有人可见。将预览链接分享给需要审阅你更改的任何人。
+**公开访问**：预览 URL 默认对所有人可见。将预览链接分享给需要审阅你更改的人员。
 
-**受限访问**：启用预览部署认证，将预览访问限制为仅已认证的 Mintlify 用户。更多信息参见 [Authentication Setup](/zh/deploy/authentication-setup)。
\ No newline at end of file
+**受限访问**：启用预览部署认证，将预览的访问权限仅限于已通过认证的 Mintlify 用户。更多信息参见[认证设置](/zh/deploy/authentication-setup)。
\ No newline at end of file