diff --git a/_ml-commons-plugin/agents-tools/index.md b/_ml-commons-plugin/agents-tools/index.md
index 1fa86bdf67..f1c2c49b20 100644
--- a/_ml-commons-plugin/agents-tools/index.md
+++ b/_ml-commons-plugin/agents-tools/index.md
@@ -130,7 +130,7 @@ POST /_plugins/_ml/agents/_register
     {
       "type": "VectorDBTool",
       "name": "VectorDBTool",
-      "description": "A tool to search opensearch index with natural language question. If you don't know answer for some question, you should always try to search data with this tool. Action Input: <natrual language question>",
+      "description": "A tool to search opensearch index with natural language question. If you don't know answer for some question, you should always try to search data with this tool. Action Input: <natural language question>",
       "parameters": {
         "model_id": "YOUR_TEXT_EMBEDDING_MODEL_ID",
         "index": "my_test_data",
diff --git a/_ml-commons-plugin/api/agent-apis/register-agent.md b/_ml-commons-plugin/api/agent-apis/register-agent.md
index 339c25bf0e..eeea2af715 100644
--- a/_ml-commons-plugin/api/agent-apis/register-agent.md
+++ b/_ml-commons-plugin/api/agent-apis/register-agent.md
@@ -161,7 +161,7 @@ POST /_plugins/_ml/agents/_register
     {
       "type": "VectorDBTool",
       "name": "VectorDBTool",
-      "description": "A tool to search opensearch index with natural language question. If you don't know answer for some question, you should always try to search data with this tool. Action Input: <natrual language question>",
+      "description": "A tool to search opensearch index with natural language question. If you don't know answer for some question, you should always try to search data with this tool. Action Input: <natural language question>",
       "parameters": {
         "model_id": "<embedding_model_id>",
         "index": "<your_knn_index>",