diff --git a/src/core/common/num_utils.hpp b/src/core/common/num_utils.hpp
index 6e4b81e6c..598324098 100644
--- a/src/core/common/num_utils.hpp
+++ b/src/core/common/num_utils.hpp
@@ -131,6 +131,29 @@ template <typename UintType> uint16_t ClampToUint16(UintType aValue)
     return static_cast<uint16_t>(Min(aValue, static_cast<UintType>(NumericLimits<uint16_t>::kMax)));
 }
 
+/**
+ * Returns a clamped version of given integer to a `int8_t`.
+ *
+ * If @p aValue is smaller than min value of a `int8_t`, the min value of `int8_t` is returned.
+ * If @p aValue is larger than max value of a `int8_t`, the max value of `int8_t` is returned.
+ *
+ * @tparam IntType    The value type (MUST be `int16_t`, `int32_t`, or `int64_t`).
+ *
+ * @param[in] aValue  The value to clamp.
+ *
+ * @returns The clamped version of @p aValue to `int8_t`.
+ *
+ */
+template <typename IntType> int8_t ClampToInt8(IntType aValue)
+{
+    static_assert(TypeTraits::IsSame<IntType, int16_t>::kValue || TypeTraits::IsSame<IntType, int32_t>::kValue ||
+                      TypeTraits::IsSame<IntType, int64_t>::kValue,
+                  "IntType must be `int16_t, `int32_t`, or `int64_t`");
+
+    return static_cast<int8_t>(Clamp(aValue, static_cast<IntType>(NumericLimits<int8_t>::kMin),
+                                     static_cast<IntType>(NumericLimits<int8_t>::kMax)));
+}
+
 /**
  * This template function performs a three-way comparison between two values.
  *
diff --git a/src/core/thread/link_metrics.cpp b/src/core/thread/link_metrics.cpp
index cfe784c4f..12e7d4a1c 100644
--- a/src/core/thread/link_metrics.cpp
+++ b/src/core/thread/link_metrics.cpp
@@ -812,7 +812,7 @@ int8_t ScaleRawValueToRssi(uint8_t aRawValue)
     value = DivideAndRoundToClosest<int32_t>(value, NumericLimits<uint8_t>::kMax);
     value += kMinRssi;
 
-    return static_cast<int8_t>(value);
+    return ClampToInt8(value);
 }
 
 } // namespace LinkMetrics
diff --git a/tests/unit/test_link_quality.cpp b/tests/unit/test_link_quality.cpp
index 2562ec8ef..8070abe52 100644
--- a/tests/unit/test_link_quality.cpp
+++ b/tests/unit/test_link_quality.cpp
@@ -518,6 +518,13 @@ public:
         VerifyOrQuit(LinkMetrics::ScaleRssiToRawValue(1) == 255);
         VerifyOrQuit(LinkMetrics::ScaleRssiToRawValue(10) == 255);
         VerifyOrQuit(LinkMetrics::ScaleRssiToRawValue(127) == 255);
+
+        // Test corner case of ScaleRawValueToRssi
+        for (uint8_t rawValue = 0; rawValue < 2; rawValue++)
+        {
+            int8_t rssi = LinkMetrics::ScaleRawValueToRssi(rawValue);
+            printf("\nRaw Value: %u -> RSSI : %-3d", rawValue, rssi);
+        }
     }
 };