diff --git a/extensions/qianfan/provider-catalog.ts b/extensions/qianfan/provider-catalog.ts
index da676381500..f5016ff74ce 100644
--- a/extensions/qianfan/provider-catalog.ts
+++ b/extensions/qianfan/provider-catalog.ts
@@ -1,39 +1,13 @@
+import { buildManifestModelProviderConfig } from "openclaw/plugin-sdk/provider-catalog-shared";
 import type { ModelProviderConfig } from "openclaw/plugin-sdk/provider-model-shared";
+import manifest from "./openclaw.plugin.json" with { type: "json" };
 
 export const QIANFAN_BASE_URL = "https://qianfan.baidubce.com/v2";
 export const QIANFAN_DEFAULT_MODEL_ID = "deepseek-v3.2";
-const QIANFAN_DEFAULT_CONTEXT_WINDOW = 98304;
-const QIANFAN_DEFAULT_MAX_TOKENS = 32768;
-const QIANFAN_DEFAULT_COST = {
-  input: 0,
-  output: 0,
-  cacheRead: 0,
-  cacheWrite: 0,
-};
 
 export function buildQianfanProvider(): ModelProviderConfig {
-  return {
-    baseUrl: QIANFAN_BASE_URL,
-    api: "openai-completions",
-    models: [
-      {
-        id: QIANFAN_DEFAULT_MODEL_ID,
-        name: "DEEPSEEK V3.2",
-        reasoning: true,
-        input: ["text"],
-        cost: QIANFAN_DEFAULT_COST,
-        contextWindow: QIANFAN_DEFAULT_CONTEXT_WINDOW,
-        maxTokens: QIANFAN_DEFAULT_MAX_TOKENS,
-      },
-      {
-        id: "ernie-5.0-thinking-preview",
-        name: "ERNIE-5.0-Thinking-Preview",
-        reasoning: true,
-        input: ["text", "image"],
-        cost: QIANFAN_DEFAULT_COST,
-        contextWindow: 119000,
-        maxTokens: 64000,
-      },
-    ],
-  };
+  return buildManifestModelProviderConfig({
+    providerId: "qianfan",
+    catalog: manifest.modelCatalog.providers.qianfan,
+  });
 }
diff --git a/extensions/xiaomi/provider-catalog.ts b/extensions/xiaomi/provider-catalog.ts
index bc1167f5d30..3cf0605a1ed 100644
--- a/extensions/xiaomi/provider-catalog.ts
+++ b/extensions/xiaomi/provider-catalog.ts
@@ -1,48 +1,12 @@
+import { buildManifestModelProviderConfig } from "openclaw/plugin-sdk/provider-catalog-shared";
 import type { ModelProviderConfig } from "openclaw/plugin-sdk/provider-model-shared";
+import manifest from "./openclaw.plugin.json" with { type: "json" };
 
-const XIAOMI_BASE_URL = "https://api.xiaomimimo.com/v1";
 export const XIAOMI_DEFAULT_MODEL_ID = "mimo-v2-flash";
-const XIAOMI_DEFAULT_CONTEXT_WINDOW = 262144;
-const XIAOMI_DEFAULT_MAX_TOKENS = 8192;
-const XIAOMI_DEFAULT_COST = {
-  input: 0,
-  output: 0,
-  cacheRead: 0,
-  cacheWrite: 0,
-};
 
 export function buildXiaomiProvider(): ModelProviderConfig {
-  return {
-    baseUrl: XIAOMI_BASE_URL,
-    api: "openai-completions",
-    models: [
-      {
-        id: XIAOMI_DEFAULT_MODEL_ID,
-        name: "Xiaomi MiMo V2 Flash",
-        reasoning: false,
-        input: ["text"],
-        cost: XIAOMI_DEFAULT_COST,
-        contextWindow: XIAOMI_DEFAULT_CONTEXT_WINDOW,
-        maxTokens: XIAOMI_DEFAULT_MAX_TOKENS,
-      },
-      {
-        id: "mimo-v2-pro",
-        name: "Xiaomi MiMo V2 Pro",
-        reasoning: true,
-        input: ["text"],
-        cost: XIAOMI_DEFAULT_COST,
-        contextWindow: 1048576,
-        maxTokens: 32000,
-      },
-      {
-        id: "mimo-v2-omni",
-        name: "Xiaomi MiMo V2 Omni",
-        reasoning: true,
-        input: ["text", "image"],
-        cost: XIAOMI_DEFAULT_COST,
-        contextWindow: XIAOMI_DEFAULT_CONTEXT_WINDOW,
-        maxTokens: 32000,
-      },
-    ],
-  };
+  return buildManifestModelProviderConfig({
+    providerId: "xiaomi",
+    catalog: manifest.modelCatalog.providers.xiaomi,
+  });
 }