diff --git a/extensions/deepseek/openclaw.plugin.json b/extensions/deepseek/openclaw.plugin.json
index 7acb4ae1c95..da4a08a6815 100644
--- a/extensions/deepseek/openclaw.plugin.json
+++ b/extensions/deepseek/openclaw.plugin.json
@@ -3,6 +3,93 @@
   "enabledByDefault": true,
   "providerDiscoveryEntry": "./provider-discovery.ts",
   "providers": ["deepseek"],
+  "modelCatalog": {
+    "providers": {
+      "deepseek": {
+        "baseUrl": "https://api.deepseek.com",
+        "api": "openai-completions",
+        "models": [
+          {
+            "id": "deepseek-v4-flash",
+            "name": "DeepSeek V4 Flash",
+            "reasoning": true,
+            "input": ["text"],
+            "contextWindow": 1000000,
+            "maxTokens": 384000,
+            "cost": {
+              "input": 0.14,
+              "output": 0.28,
+              "cacheRead": 0.028,
+              "cacheWrite": 0
+            },
+            "compat": {
+              "supportsUsageInStreaming": true,
+              "supportsReasoningEffort": true,
+              "maxTokensField": "max_tokens"
+            }
+          },
+          {
+            "id": "deepseek-v4-pro",
+            "name": "DeepSeek V4 Pro",
+            "reasoning": true,
+            "input": ["text"],
+            "contextWindow": 1000000,
+            "maxTokens": 384000,
+            "cost": {
+              "input": 1.74,
+              "output": 3.48,
+              "cacheRead": 0.145,
+              "cacheWrite": 0
+            },
+            "compat": {
+              "supportsUsageInStreaming": true,
+              "supportsReasoningEffort": true,
+              "maxTokensField": "max_tokens"
+            }
+          },
+          {
+            "id": "deepseek-chat",
+            "name": "DeepSeek Chat",
+            "input": ["text"],
+            "contextWindow": 131072,
+            "maxTokens": 8192,
+            "cost": {
+              "input": 0.28,
+              "output": 0.42,
+              "cacheRead": 0.028,
+              "cacheWrite": 0
+            },
+            "compat": {
+              "supportsUsageInStreaming": true,
+              "maxTokensField": "max_tokens"
+            }
+          },
+          {
+            "id": "deepseek-reasoner",
+            "name": "DeepSeek Reasoner",
+            "reasoning": true,
+            "input": ["text"],
+            "contextWindow": 131072,
+            "maxTokens": 65536,
+            "cost": {
+              "input": 0.28,
+              "output": 0.42,
+              "cacheRead": 0.028,
+              "cacheWrite": 0
+            },
+            "compat": {
+              "supportsUsageInStreaming": true,
+              "supportsReasoningEffort": false,
+              "maxTokensField": "max_tokens"
+            }
+          }
+        ]
+      }
+    },
+    "discovery": {
+      "deepseek": "static"
+    }
+  },
   "providerAuthEnvVars": {
     "deepseek": ["DEEPSEEK_API_KEY"]
   },