diff --git a/src/wallet/rpcdump.cpp b/src/wallet/rpcdump.cpp
index ee1b792f9..1d9ca963f 100644
--- a/src/wallet/rpcdump.cpp
+++ b/src/wallet/rpcdump.cpp
@@ -1166,8 +1166,7 @@ static UniValue ProcessImportDescriptor(ImportData& import_data, std::map<CKeyID
 
     const UniValue& priv_keys = data.exists("keys") ? data["keys"].get_array() : UniValue();
 
-    // Expand all descriptors to get public keys and scripts.
-    // TODO: get private keys from descriptors too
+    // Expand all descriptors to get public keys and scripts, and private keys if available.
     for (int i = range_start; i <= range_end; ++i) {
         FlatSigningProvider out_keys;
         std::vector<CScript> scripts_temp;
@@ -1181,7 +1180,10 @@ static UniValue ProcessImportDescriptor(ImportData& import_data, std::map<CKeyID
             import_data.import_scripts.emplace(x.second);
         }
 
+        parsed_desc->ExpandPrivate(i, keys, out_keys);
+
         std::copy(out_keys.pubkeys.begin(), out_keys.pubkeys.end(), std::inserter(pubkey_map, pubkey_map.end()));
+        std::copy(out_keys.keys.begin(), out_keys.keys.end(), std::inserter(privkey_map, privkey_map.end()));
         import_data.key_origins.insert(out_keys.origins.begin(), out_keys.origins.end());
     }
 
diff --git a/test/functional/wallet_importmulti.py b/test/functional/wallet_importmulti.py
index 7d652a782..82de566c5 100755
--- a/test/functional/wallet_importmulti.py
+++ b/test/functional/wallet_importmulti.py
@@ -579,17 +579,17 @@ class ImportMultiTest(BitcoinTestFramework):
                               error_code=-8,
                               error_message='Descriptor is ranged, please specify the range')
 
-        # Test importing of a ranged descriptor without keys
+        # Test importing of a ranged descriptor with xpriv
         self.log.info("Should import the ranged descriptor with specified range as solvable")
         self.test_importmulti({"desc": descsum_create(desc),
                                "timestamp": "now",
                                "range": 1},
-                              success=True,
-                              warnings=["Some private keys are missing, outputs will be considered watchonly. If this is intentional, specify the watchonly flag."])
+                              success=True)
         for address in addresses:
             test_address(self.nodes[1],
-                         key.p2sh_p2wpkh_addr,
-                         solvable=True)
+                         address,
+                         solvable=True,
+                         ismine=True)
 
         self.test_importmulti({"desc": descsum_create(desc), "timestamp": "now", "range": -1},
                               success=False, error_code=-8, error_message='End of range is too high')