diff --git a/extensions/deepseek/models.ts b/extensions/deepseek/models.ts
index 27afb3065ad..285c83cdf1e 100644
--- a/extensions/deepseek/models.ts
+++ b/extensions/deepseek/models.ts
@@ -1,84 +1,15 @@
+import { buildManifestModelProviderConfig } from "openclaw/plugin-sdk/provider-catalog-shared";
 import type { ModelDefinitionConfig } from "openclaw/plugin-sdk/provider-model-shared";
+import manifest from "./openclaw.plugin.json" with { type: "json" };
 
-export const DEEPSEEK_BASE_URL = "https://api.deepseek.com";
+const DEEPSEEK_MANIFEST_PROVIDER = buildManifestModelProviderConfig({
+  providerId: "deepseek",
+  catalog: manifest.modelCatalog.providers.deepseek,
+});
 
-// DeepSeek API pricing (per 1M tokens)
-// https://api-docs.deepseek.com/quick_start/pricing
-const DEEPSEEK_V3_2_COST = {
-  input: 0.28,
-  output: 0.42,
-  cacheRead: 0.028,
-  cacheWrite: 0,
-};
+export const DEEPSEEK_BASE_URL = DEEPSEEK_MANIFEST_PROVIDER.baseUrl;
 
-const DEEPSEEK_V4_PRO_COST = {
-  input: 1.74,
-  output: 3.48,
-  cacheRead: 0.145,
-  cacheWrite: 0,
-};
-
-const DEEPSEEK_V4_FLASH_COST = {
-  input: 0.14,
-  output: 0.28,
-  cacheRead: 0.028,
-  cacheWrite: 0,
-};
-
-export const DEEPSEEK_MODEL_CATALOG: ModelDefinitionConfig[] = [
-  {
-    id: "deepseek-v4-flash",
-    name: "DeepSeek V4 Flash",
-    reasoning: true,
-    input: ["text"],
-    contextWindow: 1_000_000,
-    maxTokens: 384_000,
-    cost: DEEPSEEK_V4_FLASH_COST,
-    compat: {
-      supportsUsageInStreaming: true,
-      supportsReasoningEffort: true,
-      maxTokensField: "max_tokens",
-    },
-  },
-  {
-    id: "deepseek-v4-pro",
-    name: "DeepSeek V4 Pro",
-    reasoning: true,
-    input: ["text"],
-    contextWindow: 1_000_000,
-    maxTokens: 384_000,
-    cost: DEEPSEEK_V4_PRO_COST,
-    compat: {
-      supportsUsageInStreaming: true,
-      supportsReasoningEffort: true,
-      maxTokensField: "max_tokens",
-    },
-  },
-  {
-    id: "deepseek-chat",
-    name: "DeepSeek Chat",
-    reasoning: false,
-    input: ["text"],
-    contextWindow: 131072,
-    maxTokens: 8192,
-    cost: DEEPSEEK_V3_2_COST,
-    compat: { supportsUsageInStreaming: true, maxTokensField: "max_tokens" },
-  },
-  {
-    id: "deepseek-reasoner",
-    name: "DeepSeek Reasoner",
-    reasoning: true,
-    input: ["text"],
-    contextWindow: 131072,
-    maxTokens: 65536,
-    cost: DEEPSEEK_V3_2_COST,
-    compat: {
-      supportsUsageInStreaming: true,
-      supportsReasoningEffort: false,
-      maxTokensField: "max_tokens",
-    },
-  },
-];
+export const DEEPSEEK_MODEL_CATALOG: ModelDefinitionConfig[] = DEEPSEEK_MANIFEST_PROVIDER.models;
 
 export function buildDeepSeekModelDefinition(
   model: (typeof DEEPSEEK_MODEL_CATALOG)[number],