SELECT 
  product_id, 
  feature_short_desc 
FROM 
  cscart_ab__short_desc_from_features_values 
WHERE 
  product_id IN (
    51603, 119291, 243684, 275040, 275133, 
    275759, 275765, 276261, 276352, 276420, 
    276421, 276426, 276427, 276428, 276429, 
    276430, 276431, 276432, 276433, 276434
  ) 
  AND lang_code = 'en' 
  AND storefront_id = 1

Query time 0.00058

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "9.02"
    },
    "table": {
      "table_name": "cscart_ab__short_desc_from_features_values",
      "access_type": "range",
      "possible_keys": [
        "PRIMARY"
      ],
      "key": "PRIMARY",
      "used_key_parts": [
        "product_id",
        "lang_code"
      ],
      "key_length": "9",
      "rows_examined_per_scan": 20,
      "rows_produced_per_join": 2,
      "filtered": "10.00",
      "cost_info": {
        "read_cost": "8.82",
        "eval_cost": "0.20",
        "prefix_cost": "9.02",
        "data_read_per_join": "64"
      },
      "used_columns": [
        "product_id",
        "feature_short_desc",
        "lang_code",
        "storefront_id"
      ],
      "attached_condition": "((`s2cart`.`cscart_ab__short_desc_from_features_values`.`storefront_id` = 1) and (`s2cart`.`cscart_ab__short_desc_from_features_values`.`product_id` in (51603,119291,243684,275040,275133,275759,275765,276261,276352,276420,276421,276426,276427,276428,276429,276430,276431,276432,276433,276434)) and (`s2cart`.`cscart_ab__short_desc_from_features_values`.`lang_code` = 'en'))"
    }
  }
}