diff --git a/spring-ai-model/src/main/java/org/springframework/ai/tool/annotation/ToolParam.java b/spring-ai-model/src/main/java/org/springframework/ai/tool/annotation/ToolParam.java
index 2414e4caecc..a4f3ed6d2cd 100644
--- a/spring-ai-model/src/main/java/org/springframework/ai/tool/annotation/ToolParam.java
+++ b/spring-ai-model/src/main/java/org/springframework/ai/tool/annotation/ToolParam.java
@@ -23,9 +23,25 @@
 import java.lang.annotation.Target;
 
 /**
- * Marks a tool argument.
+ * Marks a tool argument for method-based tools.
+ * <p>
+ * This annotation can be used to specify metadata for a tool parameter, including whether
+ * it is required, a description, or a custom name to bind to.
+ * <p>
+ * When the parameter name cannot be inferred (e.g. compiled without `-parameters`), the
+ * {@code value} field can be used to manually specify the name that should match the key
+ * in the tool input map.
+ *
+ * <p>
+ * <b>Example:</b> <pre class="code">
+ * public String greet(
+ *     {@code @ToolParam(value = "user_name")} String name) {
+ *   return "Hello, " + name;
+ * }
+ * </pre>
  *
  * @author Thomas Vitale
+ * @author Dongha Koo
  * @since 1.0.0
  */
 @Target({ ElementType.PARAMETER, ElementType.FIELD, ElementType.ANNOTATION_TYPE })
@@ -43,4 +59,9 @@
 	 */
 	String description() default "";
 
+	/**
+	 * The name of the parameter to bind to.
+	 */
+	String value() default "";
+
 }
diff --git a/spring-ai-model/src/main/java/org/springframework/ai/tool/method/MethodToolCallback.java b/spring-ai-model/src/main/java/org/springframework/ai/tool/method/MethodToolCallback.java
index 7c303f3a693..97acc4a632d 100644
--- a/spring-ai-model/src/main/java/org/springframework/ai/tool/method/MethodToolCallback.java
+++ b/spring-ai-model/src/main/java/org/springframework/ai/tool/method/MethodToolCallback.java
@@ -29,12 +29,14 @@
 
 import org.springframework.ai.chat.model.ToolContext;
 import org.springframework.ai.tool.ToolCallback;
+import org.springframework.ai.tool.annotation.ToolParam;
 import org.springframework.ai.tool.definition.ToolDefinition;
 import org.springframework.ai.tool.execution.DefaultToolCallResultConverter;
 import org.springframework.ai.tool.execution.ToolCallResultConverter;
 import org.springframework.ai.tool.execution.ToolExecutionException;
 import org.springframework.ai.tool.metadata.ToolMetadata;
 import org.springframework.ai.util.json.JsonParser;
+import org.springframework.core.annotation.AnnotationUtils;
 import org.springframework.lang.Nullable;
 import org.springframework.util.Assert;
 import org.springframework.util.ClassUtils;
@@ -44,6 +46,7 @@
  * A {@link ToolCallback} implementation to invoke methods as tools.
  *
  * @author Thomas Vitale
+ * @author Dongha Koo
  * @since 1.0.0
  */
 public final class MethodToolCallback implements ToolCallback {
@@ -129,13 +132,43 @@ private Map<String, Object> extractToolArguments(String toolInput) {
 		});
 	}
 
-	// Based on the implementation in MethodToolCallback.
+	/**
+	 * Builds the array of arguments to be passed into the target method, based on the
+	 * input tool arguments and method parameter metadata.
+	 *
+	 * <p>
+	 * This method handles special cases like:
+	 * <ul>
+	 * <li>{@link ToolContext} parameters are injected directly.</li>
+	 * <li>When a {@link ToolParam} annotation is present on a parameter, its
+	 * {@code value} is used to bind input keys to parameters — useful when method
+	 * parameter names are not retained (e.g. missing {@code -parameters} during
+	 * compilation).</li>
+	 * <li>Otherwise, falls back to {@link java.lang.reflect.Parameter#getName()}.</li>
+	 * </ul>
+	 *
+	 * <p>
+	 * Examples: <pre>{@code
+	 * public String greet(@ToolParam("user_name") String name) {
+	 *     return "Hi, " + name;
+	 * }
+	 * }</pre> If the tool input contains {"user_name": "Alice"}, the {@code name}
+	 * parameter is populated with "Alice".
+	 * @param toolInputArguments the parsed input map from JSON
+	 * @param toolContext optional tool context, injected if required
+	 * @return an array of method arguments to invoke the tool method with
+	 */
 	private Object[] buildMethodArguments(Map<String, Object> toolInputArguments, @Nullable ToolContext toolContext) {
 		return Stream.of(this.toolMethod.getParameters()).map(parameter -> {
 			if (parameter.getType().isAssignableFrom(ToolContext.class)) {
 				return toolContext;
 			}
-			Object rawArgument = toolInputArguments.get(parameter.getName());
+
+			ToolParam toolParam = AnnotationUtils.getAnnotation(parameter, ToolParam.class);
+			String paramName = (toolParam != null && !toolParam.value().isEmpty()) ? toolParam.value()
+					: parameter.getName();
+
+			Object rawArgument = toolInputArguments.get(paramName);
 			return buildTypedArgument(rawArgument, parameter.getParameterizedType());
 		}).toArray();
 	}
diff --git a/spring-ai-model/src/test/java/org/springframework/ai/tool/method/MethodToolCallbackGenericTypesTest.java b/spring-ai-model/src/test/java/org/springframework/ai/tool/method/MethodToolCallbackGenericTypesTest.java
index 6e05fd80c59..8c55ed8d5e6 100644
--- a/spring-ai-model/src/test/java/org/springframework/ai/tool/method/MethodToolCallbackGenericTypesTest.java
+++ b/spring-ai-model/src/test/java/org/springframework/ai/tool/method/MethodToolCallbackGenericTypesTest.java
@@ -23,6 +23,7 @@
 import org.junit.jupiter.api.Test;
 
 import org.springframework.ai.chat.model.ToolContext;
+import org.springframework.ai.tool.annotation.ToolParam;
 import org.springframework.ai.tool.definition.DefaultToolDefinition;
 import org.springframework.ai.tool.definition.ToolDefinition;
 
@@ -173,6 +174,117 @@ void testToolContextType() throws Exception {
 		assertThat(result).isEqualTo("1 entries processed {foo=bar}");
 	}
 
+	@Test
+	void testToolParamAnnotationValueUsedAsBindingKey() throws Exception {
+		TestGenericClass testObject = new TestGenericClass();
+		Method method = TestGenericClass.class.getMethod("greetWithAlias", String.class);
+
+		ToolDefinition toolDefinition = DefaultToolDefinition.builder()
+			.name("greet")
+			.description("Greet a user with alias binding")
+			.inputSchema("{}")
+			.build();
+
+		MethodToolCallback callback = MethodToolCallback.builder()
+			.toolDefinition(toolDefinition)
+			.toolMethod(method)
+			.toolObject(testObject)
+			.build();
+
+		String toolInput = """
+				{
+					"user_name": "Alice"
+				}
+				""";
+
+		String result = callback.call(toolInput);
+
+		assertThat(result).isEqualTo("\"Hello, Alice\"");
+	}
+
+	@Test
+	void testToolParamEmptyValueUsesParameterName() throws Exception {
+		TestGenericClass testObject = new TestGenericClass();
+		Method method = TestGenericClass.class.getMethod("greet", String.class);
+
+		ToolDefinition toolDefinition = DefaultToolDefinition.builder()
+			.name("greet")
+			.description("Greet a user with implicit binding")
+			.inputSchema("{}")
+			.build();
+
+		MethodToolCallback callback = MethodToolCallback.builder()
+			.toolDefinition(toolDefinition)
+			.toolMethod(method)
+			.toolObject(testObject)
+			.build();
+
+		String toolInput = """
+				{
+					"name": "Bob"
+				}
+				""";
+
+		String result = callback.call(toolInput);
+
+		assertThat(result).isEqualTo("\"Hello, Bob\"");
+	}
+
+	@Test
+	void testToolParamMissingInputHandledAsNull() throws Exception {
+		TestGenericClass testObject = new TestGenericClass();
+		Method method = TestGenericClass.class.getMethod("greetWithAlias", String.class);
+
+		ToolDefinition toolDefinition = DefaultToolDefinition.builder()
+			.name("greet")
+			.description("Greet a user with missing input")
+			.inputSchema("{}")
+			.build();
+
+		MethodToolCallback callback = MethodToolCallback.builder()
+			.toolDefinition(toolDefinition)
+			.toolMethod(method)
+			.toolObject(testObject)
+			.build();
+
+		String toolInput = """
+				{}
+				""";
+
+		String result = callback.call(toolInput);
+
+		assertThat(result).isEqualTo("\"Hello, null\"");
+	}
+
+	@Test
+	void testMultipleToolParamsBinding() throws Exception {
+		TestGenericClass testObject = new TestGenericClass();
+		Method method = TestGenericClass.class.getMethod("greetFullName", String.class, String.class);
+
+		ToolDefinition toolDefinition = DefaultToolDefinition.builder()
+			.name("greetFullName")
+			.description("Greet a user by full name")
+			.inputSchema("{}")
+			.build();
+
+		MethodToolCallback callback = MethodToolCallback.builder()
+			.toolDefinition(toolDefinition)
+			.toolMethod(method)
+			.toolObject(testObject)
+			.build();
+
+		String toolInput = """
+				{
+					"first": "Jane",
+					"last": "Doe"
+				}
+				""";
+
+		String result = callback.call(toolInput);
+
+		assertThat(result).isEqualTo("\"Hello, Jane Doe\"");
+	}
+
 	/**
 	 * Test class with methods that use generic types.
 	 */
@@ -195,6 +307,18 @@ public String processStringListInToolContext(ToolContext toolContext) {
 			return context.size() + " entries processed " + context;
 		}
 
+		public String greetWithAlias(@ToolParam("user_name") String name) {
+			return "Hello, " + name;
+		}
+
+		public String greet(@ToolParam String name) {
+			return "Hello, " + name;
+		}
+
+		public String greetFullName(@ToolParam("first") String first, @ToolParam("last") String last) {
+			return "Hello, " + first + " " + last;
+		}
+
 	}
 
 }