SELECT 
  pfv.feature_id, 
  pfv.product_id, 
  pfv.variant_id, 
  fv.position, 
  fvd.variant 
FROM 
  cscart_product_features_values AS pfv 
  INNER JOIN cscart_product_feature_variants AS fv ON pfv.feature_id = fv.feature_id 
  AND pfv.variant_id = fv.variant_id 
  INNER JOIN cscart_product_feature_variant_descriptions AS fvd ON pfv.variant_id = fvd.variant_id 
  AND fvd.lang_code = 'en' 
WHERE 
  pfv.feature_id IN (656) 
  AND pfv.product_id IN (
    2603, 3136, 2587, 2761, 2694, 3096, 2723, 
    2742, 3556, 2593, 3104, 2618, 2828, 
    2613, 2619, 2872, 2704, 3593, 4888, 
    3423, 2739, 5998, 2841, 5155, 3876, 
    3812, 5124, 6007, 2865, 6005, 6019, 
    5157, 5121, 6013, 6271, 5980, 5981, 
    10022
  ) 
  AND pfv.lang_code = 'en'

Query time 0.00228

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "22.19"
    },
    "nested_loop": [
      {
        "table": {
          "table_name": "pfv",
          "access_type": "range",
          "possible_keys": [
            "PRIMARY",
            "fl",
            "variant_id",
            "lang_code",
            "product_id",
            "fpl",
            "idx_product_feature_variant_id"
          ],
          "key": "idx_product_feature_variant_id",
          "used_key_parts": [
            "product_id",
            "feature_id",
            "lang_code"
          ],
          "key_length": "12",
          "rows_examined_per_scan": 38,
          "rows_produced_per_join": 38,
          "filtered": "100.00",
          "using_index": true,
          "cost_info": {
            "read_cost": "4.43",
            "eval_cost": "3.80",
            "prefix_cost": "8.23",
            "data_read_per_join": "29K"
          },
          "used_columns": [
            "feature_id",
            "product_id",
            "variant_id",
            "lang_code"
          ],
          "attached_condition": "((`softwarepirmam_hewadelivard_cscart_4`.`pfv`.`feature_id` = 656) and (`softwarepirmam_hewadelivard_cscart_4`.`pfv`.`product_id` in (2603,3136,2587,2761,2694,3096,2723,2742,3556,2593,3104,2618,2828,2613,2619,2872,2704,3593,4888,3423,2739,5998,2841,5155,3876,3812,5124,6007,2865,6005,6019,5157,5121,6013,6271,5980,5981,10022)) and (`softwarepirmam_hewadelivard_cscart_4`.`pfv`.`lang_code` = 'en'))"
        }
      },
      {
        "table": {
          "table_name": "fv",
          "access_type": "eq_ref",
          "possible_keys": [
            "PRIMARY",
            "feature_id"
          ],
          "key": "PRIMARY",
          "used_key_parts": [
            "variant_id"
          ],
          "key_length": "3",
          "ref": [
            "softwarepirmam_hewadelivard_cscart_4.pfv.variant_id"
          ],
          "rows_examined_per_scan": 1,
          "rows_produced_per_join": 1,
          "filtered": "5.00",
          "cost_info": {
            "read_cost": "9.50",
            "eval_cost": "0.19",
            "prefix_cost": "21.53",
            "data_read_per_join": "2K"
          },
          "used_columns": [
            "variant_id",
            "feature_id",
            "position"
          ],
          "attached_condition": "(`softwarepirmam_hewadelivard_cscart_4`.`fv`.`feature_id` = 656)"
        }
      },
      {
        "table": {
          "table_name": "fvd",
          "access_type": "eq_ref",
          "possible_keys": [
            "PRIMARY"
          ],
          "key": "PRIMARY",
          "used_key_parts": [
            "variant_id",
            "lang_code"
          ],
          "key_length": "9",
          "ref": [
            "softwarepirmam_hewadelivard_cscart_4.pfv.variant_id",
            "const"
          ],
          "rows_examined_per_scan": 1,
          "rows_produced_per_join": 1,
          "filtered": "100.00",
          "cost_info": {
            "read_cost": "0.48",
            "eval_cost": "0.19",
            "prefix_cost": "22.20",
            "data_read_per_join": "5K"
          },
          "used_columns": [
            "variant_id",
            "variant",
            "lang_code"
          ]
        }
      }
    ]
  }
}

Result

feature_id product_id variant_id position variant
656 2587 1560 0 Black
656 2593 2315 0 Red
656 2603 1600 0 Blue
656 2613 1600 0 Blue
656 2618 1560 0 Black
656 2619 1560 0 Black
656 2694 1560 0 Black
656 2704 2315 0 Red
656 2723 1560 0 Black
656 2739 1600 0 Blue
656 2742 1560 0 Black
656 2761 1558 80 Pink
656 2828 1560 0 Black
656 2841 1559 0 white
656 2865 1560 0 Black
656 2872 1560 0 Black
656 3096 1560 0 Black
656 3104 1560 0 Black
656 3136 1560 0 Black
656 3423 1559 0 white
656 3556 1560 0 Black
656 3593 1560 0 Black
656 3812 1560 0 Black
656 3876 1559 0 white
656 4888 1790 0 Creamy
656 5121 1560 0 Black
656 5124 1560 0 Black
656 5155 1560 0 Black
656 5157 1560 0 Black
656 5980 1560 0 Black
656 5981 1560 0 Black
656 5998 1559 0 white
656 6005 7064 0 Deep blue
656 6007 1560 0 Black
656 6013 6252 0 Plum
656 6019 5636 0 Black with gold accents
656 6271 8034 0 Ceramic Cinnabar
656 10022 1560 0 Black