SELECT 
  product_id, 
  parent_product_id 
FROM 
  cscart_product_variation_group_products 
WHERE 
  parent_product_id = 12876

Query time 0.00028

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "9.10"
    },
    "table": {
      "table_name": "cscart_product_variation_group_products",
      "access_type": "ref",
      "possible_keys": [
        "idx_parent_product_id"
      ],
      "key": "idx_parent_product_id",
      "used_key_parts": [
        "parent_product_id"
      ],
      "key_length": "3",
      "ref": [
        "const"
      ],
      "rows_examined_per_scan": 26,
      "rows_produced_per_join": 26,
      "filtered": "100.00",
      "cost_info": {
        "read_cost": "6.50",
        "eval_cost": "2.60",
        "prefix_cost": "9.10",
        "data_read_per_join": "416"
      },
      "used_columns": [
        "product_id",
        "parent_product_id"
      ]
    }
  }
}

Result

product_id parent_product_id
12885 12876
12886 12876
12887 12876
12888 12876
12889 12876
12890 12876
12891 12876
12892 12876
12893 12876
12894 12876
12895 12876
12877 12876
12878 12876
12879 12876
12880 12876
12881 12876
12882 12876
12883 12876
12884 12876