diff --git a/src/main/apiServer/services/models.ts b/src/main/apiServer/services/models.ts
index 6c0056b27e..660686ef45 100644
--- a/src/main/apiServer/services/models.ts
+++ b/src/main/apiServer/services/models.ts
@@ -2,7 +2,12 @@ import { isEmpty } from 'lodash'
 
 import { ApiModel, ApiModelsFilter, ApiModelsResponse } from '../../../renderer/src/types/apiModels'
 import { loggerService } from '../../services/LoggerService'
-import { getAvailableProviders, listAllAvailableModels, transformModelToOpenAI } from '../utils'
+import {
+  getAvailableProviders,
+  getProviderAnthropicModelChecker,
+  listAllAvailableModels,
+  transformModelToOpenAI
+} from '../utils'
 
 const logger = loggerService.withContext('ModelsService')
 
@@ -10,10 +15,6 @@ const logger = loggerService.withContext('ModelsService')
 
 export type ModelsFilter = ApiModelsFilter
 
-const isAnthropicProvider = (provider: { type: string; anthropicApiHost?: string }) => {
-  return provider.type === 'anthropic' || !isEmpty(provider.anthropicApiHost?.trim())
-}
-
 export class ModelsService {
   async getModels(filter: ModelsFilter): Promise<ApiModelsResponse> {
     try {
@@ -22,7 +23,7 @@ export class ModelsService {
       let providers = await getAvailableProviders()
 
       if (filter.providerType === 'anthropic') {
-        providers = providers.filter(isAnthropicProvider)
+        providers = providers.filter((p) => p.type === 'anthropic' || !isEmpty(p.anthropicApiHost?.trim()))
       }
 
       const models = await listAllAvailableModels(providers)
@@ -31,22 +32,18 @@ export class ModelsService {
 
       for (const model of models) {
         const provider = providers.find((p) => p.id === model.provider)
-        logger.debug(`Processing model ${model.id} from provider ${model.provider}`, {
-          isAnthropicModel: provider?.isAnthropicModel
-        })
-        if (
-          !provider ||
-          (filter.providerType === 'anthropic' && provider.isAnthropicModel && !provider.isAnthropicModel(model))
-        ) {
-          continue
-        }
-        // Special case: For "aihubmix", it should be covered by above condition, but just in case
-        if (provider.id === 'aihubmix' && filter.providerType === 'anthropic' && !model.id.includes('claude')) {
+        logger.debug(`Processing model ${model.id}`)
+        if (!provider) {
+          logger.debug(`Skipping model ${model.id} . Reason: Provider not found.`)
           continue
         }
 
-        if (filter.supportAnthropic && model.endpoint_type !== 'anthropic' && !isAnthropicProvider(provider)) {
-          continue
+        if (filter.providerType === 'anthropic') {
+          const checker = getProviderAnthropicModelChecker(provider.id)
+          if (!checker(model)) {
+            logger.debug(`Skipping model ${model.id} from ${model.provider}. Reason: Not an Anthropic model.`)
+            continue
+          }
         }
 
         const openAIModel = transformModelToOpenAI(model, provider)
diff --git a/src/main/apiServer/utils/index.ts b/src/main/apiServer/utils/index.ts
index 865f961db9..7fb0c3511f 100644
--- a/src/main/apiServer/utils/index.ts
+++ b/src/main/apiServer/utils/index.ts
@@ -1,7 +1,7 @@
 import { CacheService } from '@main/services/CacheService'
 import { loggerService } from '@main/services/LoggerService'
 import { reduxService } from '@main/services/ReduxService'
-import { ApiModel, EndpointType, Model, Provider } from '@types'
+import { ApiModel, Model, Provider } from '@types'
 
 const logger = loggerService.withContext('ApiServerUtils')
 
@@ -114,7 +114,6 @@ export async function validateModelId(model: string): Promise<{
   error?: ModelValidationError
   provider?: Provider
   modelId?: string
-  modelEndpointType?: EndpointType
 }> {
   try {
     if (!model || typeof model !== 'string') {
@@ -167,8 +166,7 @@ export async function validateModelId(model: string): Promise<{
     }
 
     // Check if model exists in provider
-    const modelInProvider = provider.models?.find((m) => m.id === modelId)
-    const modelExists = !!modelInProvider
+    const modelExists = provider.models?.some((m) => m.id === modelId)
     if (!modelExists) {
       const availableModels = provider.models?.map((m) => m.id).join(', ') || 'none'
       return {
@@ -181,13 +179,10 @@ export async function validateModelId(model: string): Promise<{
       }
     }
 
-    const modelEndpointType = modelInProvider?.endpoint_type
-
     return {
       valid: true,
       provider,
-      modelId,
-      modelEndpointType
+      modelId
     }
   } catch (error: any) {
     logger.error('Error validating model ID', { error, model })
@@ -284,3 +279,16 @@ export function validateProvider(provider: Provider): boolean {
     return false
   }
 }
+
+export const getProviderAnthropicModelChecker = (providerId: string): ((m: Model) => boolean) => {
+  switch (providerId) {
+    case 'cherryin':
+    case 'new-api':
+      return (m: Model) => m.endpoint_type === 'anthropic'
+    case 'aihubmix':
+      return (m: Model) => m.id.includes('claude')
+    default:
+      // allow all models when checker not configured
+      return () => true
+  }
+}
diff --git a/src/main/services/agents/services/claudecode/index.ts b/src/main/services/agents/services/claudecode/index.ts
index 7dae2f9e9e..7b2f119afb 100644
--- a/src/main/services/agents/services/claudecode/index.ts
+++ b/src/main/services/agents/services/claudecode/index.ts
@@ -8,7 +8,6 @@ import { config as apiConfigService } from '@main/apiServer/config'
 import { validateModelId } from '@main/apiServer/utils'
 import getLoginShellEnvironment from '@main/utils/shell-env'
 import { app } from 'electron'
-import { isEmpty } from 'lodash'
 
 import { GetAgentSessionResponse } from '../..'
 import { AgentServiceInterface, AgentStream, AgentStreamEvent } from '../../interfaces/AgentStreamInterface'
@@ -61,20 +60,11 @@ class ClaudeCodeService implements AgentServiceInterface {
       })
       return aiStream
     }
-
-    const validateModelInfo: (m: typeof modelInfo) => boolean = (m) => {
-      const { provider, modelEndpointType } = m
-      if (!provider) return false
-      if (isEmpty(provider.apiKey?.trim())) return false
-
-      const isAnthropicType = provider.type === 'anthropic'
-      const isAnthropicEndpoint = modelEndpointType === 'anthropic'
-      const hasValidApiHost = !isEmpty(provider.anthropicApiHost?.trim())
-
-      return !(!isAnthropicType && !isAnthropicEndpoint && !hasValidApiHost)
-    }
-
-    if (!modelInfo.provider || !validateModelInfo(modelInfo)) {
+    if (
+      (modelInfo.provider?.type !== 'anthropic' &&
+        (modelInfo.provider?.anthropicApiHost === undefined || modelInfo.provider.anthropicApiHost.trim() === '')) ||
+      modelInfo.provider.apiKey === ''
+    ) {
       logger.error('Anthropic provider configuration is missing', {
         modelInfo
       })
diff --git a/src/renderer/src/components/Popups/agent/AgentModal.tsx b/src/renderer/src/components/Popups/agent/AgentModal.tsx
index 63b614944a..ea772fb1e6 100644
--- a/src/renderer/src/components/Popups/agent/AgentModal.tsx
+++ b/src/renderer/src/components/Popups/agent/AgentModal.tsx
@@ -17,7 +17,7 @@ import {
 import { loggerService } from '@logger'
 import type { Selection } from '@react-types/shared'
 import ClaudeIcon from '@renderer/assets/images/models/claude.png'
-import { getModelLogo } from '@renderer/config/models'
+import { agentModelFilter, getModelLogo } from '@renderer/config/models'
 import { permissionModeCards } from '@renderer/constants/permissionModes'
 import { useAgents } from '@renderer/hooks/agents/useAgents'
 import { useApiModels } from '@renderer/hooks/agents/useModels'
@@ -100,7 +100,7 @@ export const AgentModal: React.FC<Props> = ({ agent, trigger, isOpen: _isOpen, o
   const { addAgent } = useAgents()
   const { updateAgent } = useUpdateAgent()
   // hard-coded. We only support anthropic for now.
-  const { models } = useApiModels({ supportAnthropic: true })
+  const { models } = useApiModels({ providerType: 'anthropic' })
   const isEditing = (agent?: AgentWithTools) => agent !== undefined
 
   const [form, setForm] = useState<BaseAgentForm>(() => buildAgentForm(agent))
@@ -245,14 +245,23 @@ export const AgentModal: React.FC<Props> = ({ agent, trigger, isOpen: _isOpen, o
 
   const modelOptions = useMemo(() => {
     // mocked data. not final version
-    return (models ?? []).map((model) => ({
-      type: 'model',
-      key: model.id,
-      label: model.name,
-      avatar: getModelLogo(model.id),
-      providerId: model.provider,
-      providerName: model.provider_name
-    })) satisfies ModelOption[]
+    return (models ?? [])
+      .filter((m) =>
+        agentModelFilter({
+          id: m.id,
+          provider: m.provider || '',
+          name: m.name,
+          group: ''
+        })
+      )
+      .map((model) => ({
+        type: 'model',
+        key: model.id,
+        label: model.name,
+        avatar: getModelLogo(model.id),
+        providerId: model.provider,
+        providerName: model.provider_name
+      })) satisfies ModelOption[]
   }, [models])
 
   const onModelChange = useCallback((e: ChangeEvent<HTMLSelectElement>) => {
diff --git a/src/renderer/src/config/models/utils.ts b/src/renderer/src/config/models/utils.ts
index 39078e2924..1759a93d18 100644
--- a/src/renderer/src/config/models/utils.ts
+++ b/src/renderer/src/config/models/utils.ts
@@ -1,3 +1,4 @@
+import { isEmbeddingModel, isRerankModel } from '@renderer/config/models/embedding'
 import { Model } from '@renderer/types'
 import { getLowerBaseModelName } from '@renderer/utils'
 import OpenAI from 'openai'
@@ -5,7 +6,7 @@ import OpenAI from 'openai'
 import { WEB_SEARCH_PROMPT_FOR_OPENROUTER } from '../prompts'
 import { getWebSearchTools } from '../tools'
 import { isOpenAIReasoningModel } from './reasoning'
-import { isGenerateImageModel, isVisionModel } from './vision'
+import { isGenerateImageModel, isTextToImageModel, isVisionModel } from './vision'
 import { isOpenAIWebSearchChatCompletionOnlyModel } from './websearch'
 export const NOT_SUPPORTED_REGEX = /(?:^tts|whisper|speech)/i
 
@@ -246,3 +247,7 @@ export const isOpenAIOpenWeightModel = (model: Model) => {
 
 // zhipu 视觉推理模型用这组 special token 标记推理结果
 export const ZHIPU_RESULT_TOKENS = ['<|begin_of_box|>', '<|end_of_box|>'] as const
+
+export const agentModelFilter = (model: Model): boolean => {
+  return !isEmbeddingModel(model) && !isRerankModel(model) && !isTextToImageModel(model)
+}
diff --git a/src/renderer/src/config/providers.ts b/src/renderer/src/config/providers.ts
index 22faf0fb0e..7f8d95dcd1 100644
--- a/src/renderer/src/config/providers.ts
+++ b/src/renderer/src/config/providers.ts
@@ -58,7 +58,6 @@ import ZhipuProviderLogo from '@renderer/assets/images/providers/zhipu.png'
 import {
   AtLeast,
   isSystemProvider,
-  Model,
   OpenAIServiceTiers,
   Provider,
   ProviderType,
@@ -88,6 +87,7 @@ export const SYSTEM_PROVIDERS_CONFIG: Record<SystemProviderId, SystemProvider> =
     type: 'openai',
     apiKey: '',
     apiHost: 'https://open.cherryin.net',
+    anthropicApiHost: 'https://open.cherryin.net',
     models: [],
     isSystem: true,
     enabled: true
@@ -109,7 +109,6 @@ export const SYSTEM_PROVIDERS_CONFIG: Record<SystemProviderId, SystemProvider> =
     apiKey: '',
     apiHost: 'https://aihubmix.com',
     anthropicApiHost: 'https://aihubmix.com/anthropic',
-    isAnthropicModel: (m: Model) => m.id.includes('claude'),
     models: SYSTEM_MODELS.aihubmix,
     isSystem: true,
     enabled: false
diff --git a/src/renderer/src/pages/home/components/SelectAgentBaseModelButton.tsx b/src/renderer/src/pages/home/components/SelectAgentBaseModelButton.tsx
index 7e21d1b47a..74f69cf15e 100644
--- a/src/renderer/src/pages/home/components/SelectAgentBaseModelButton.tsx
+++ b/src/renderer/src/pages/home/components/SelectAgentBaseModelButton.tsx
@@ -1,10 +1,10 @@
 import { Button } from '@heroui/react'
 import ModelAvatar from '@renderer/components/Avatar/ModelAvatar'
 import { SelectApiModelPopup } from '@renderer/components/Popups/SelectModelPopup'
-import { isEmbeddingModel, isRerankModel, isTextToImageModel } from '@renderer/config/models'
+import { agentModelFilter } from '@renderer/config/models'
 import { useApiModel } from '@renderer/hooks/agents/useModel'
 import { getProviderNameById } from '@renderer/services/ProviderService'
-import { AgentBaseWithId, ApiModel, isAgentEntity, Model } from '@renderer/types'
+import { AgentBaseWithId, ApiModel, isAgentEntity } from '@renderer/types'
 import { getModelFilterByAgentType } from '@renderer/utils/agentSession'
 import { apiModelAdapter } from '@renderer/utils/model'
 import { ChevronsUpDown } from 'lucide-react'
@@ -22,12 +22,11 @@ const SelectAgentBaseModelButton: FC<Props> = ({ agentBase: agent, onSelect, isD
   const model = useApiModel({ id: agent?.model })
 
   const apiFilter = isAgentEntity(agent) ? getModelFilterByAgentType(agent.type) : undefined
-  const modelFilter = (model: Model) => !isEmbeddingModel(model) && !isRerankModel(model) && !isTextToImageModel(model)
 
   if (!agent) return null
 
   const onSelectModel = async () => {
-    const selectedModel = await SelectApiModelPopup.show({ model, apiFilter: apiFilter, modelFilter })
+    const selectedModel = await SelectApiModelPopup.show({ model, apiFilter: apiFilter, modelFilter: agentModelFilter })
     if (selectedModel && selectedModel.id !== agent.model) {
       onSelect(selectedModel)
     }
diff --git a/src/renderer/src/store/index.ts b/src/renderer/src/store/index.ts
index 0d53c2ca5b..0fee3196b2 100644
--- a/src/renderer/src/store/index.ts
+++ b/src/renderer/src/store/index.ts
@@ -65,7 +65,7 @@ const persistedReducer = persistReducer(
   {
     key: 'cherry-studio',
     storage,
-    version: 162,
+    version: 163,
     blacklist: ['runtime', 'messages', 'messageBlocks', 'tabs'],
     migrate
   },
diff --git a/src/renderer/src/store/migrate.ts b/src/renderer/src/store/migrate.ts
index 5cca66b47a..46ac128c66 100644
--- a/src/renderer/src/store/migrate.ts
+++ b/src/renderer/src/store/migrate.ts
@@ -2671,6 +2671,11 @@ const migrateConfig = {
   '163': (state: RootState) => {
     try {
       addOcrProvider(state, BUILTIN_OCR_PROVIDERS_MAP.ovocr)
+      state.llm.providers.forEach((provider) => {
+        if (provider.id === 'cherryin') {
+          provider.anthropicApiHost = 'https://open.cherryin.net'
+        }
+      })
       return state
     } catch (error) {
       logger.error('migrate 163 error', error as Error)
diff --git a/src/renderer/src/types/apiModels.ts b/src/renderer/src/types/apiModels.ts
index 7b4ec96c9d..68141bf68c 100644
--- a/src/renderer/src/types/apiModels.ts
+++ b/src/renderer/src/types/apiModels.ts
@@ -6,7 +6,6 @@ import { ProviderTypeSchema } from './provider'
 // Request schema for /v1/models
 export const ApiModelsFilterSchema = z.object({
   providerType: ProviderTypeSchema.optional(),
-  supportAnthropic: z.coerce.boolean().optional(),
   offset: z.coerce.number().min(0).default(0).optional(),
   limit: z.coerce.number().min(1).default(20).optional()
 })
diff --git a/src/renderer/src/utils/agentSession.ts b/src/renderer/src/utils/agentSession.ts
index b2cf14d174..df34413641 100644
--- a/src/renderer/src/utils/agentSession.ts
+++ b/src/renderer/src/utils/agentSession.ts
@@ -18,7 +18,7 @@ export const getModelFilterByAgentType = (type: AgentType): ApiModelsFilter => {
   switch (type) {
     case 'claude-code':
       return {
-        supportAnthropic: true
+        providerType: 'anthropic'
       }
     default:
       return {}