diff --git a/engine/storage_mongo_stordb.go b/engine/storage_mongo_stordb.go
index a84a20a64..9c5ba2974 100644
--- a/engine/storage_mongo_stordb.go
+++ b/engine/storage_mongo_stordb.go
@@ -328,6 +328,80 @@ func (ms *MongoStorage) cleanEmptyFilters(filters bson.M) {
 	}
 }
 
-func (ms *MongoStorage) RemoveCDRs(_ *context.Context, qryFltr []*Filter) (err error) {
-	return utils.ErrNotImplemented
+// RemoveCDRs removes CDRs from MongoDB based on provided query filters.
+func (ms *MongoStorage) RemoveCDRs(ctx *context.Context, qryFltr []*Filter) (err error) {
+	var excludedCdrQueryFilterTypes []*FilterRule
+	filters := make(bson.M)
+
+	// Build MongoDB filters based on the query filters provided.
+	for _, fltr := range qryFltr {
+		for _, rule := range fltr.Rules {
+
+			// Check if the rule type is supported for direct database querying.
+			if !cdrQueryFilterTypes.Has(rule.Type) || checkNestedFields(rule.Element, rule.Values) {
+				excludedCdrQueryFilterTypes = append(excludedCdrQueryFilterTypes, rule)
+				continue
+			}
+
+			// Determine the field to be filtered in MongoDB.
+			var elem string
+			if strings.HasPrefix(rule.Element, utils.DynamicDataPrefix+utils.MetaReq) {
+				elem = "event." + strings.TrimPrefix(rule.Element, utils.DynamicDataPrefix+utils.MetaReq+".")
+			} else {
+				elem = "opts." + strings.TrimPrefix(rule.Element, utils.DynamicDataPrefix+utils.MetaOpts+".")
+			}
+
+			// Build a MongoDB filter for the element.
+			filters[elem] = ms.valueQry(filters, elem, rule.Type, rule.Values, strings.HasPrefix(rule.Type, utils.MetaNot))
+		}
+	}
+	ms.cleanEmptyFilters(filters)
+
+	// If there are no excluded filter types, delete all matching documents.
+	if len(excludedCdrQueryFilterTypes) == 0 {
+		return ms.query(ctx, func(sctx mongo.SessionContext) error {
+			_, err := ms.getCol(ColCDRs).DeleteMany(sctx, filters)
+			return err
+		})
+	}
+
+	// Process the filters that cannot be directly queried in the database.
+	err = ms.query(ctx, func(sctx mongo.SessionContext) error {
+		cur, err := ms.getCol(ColCDRs).Find(sctx, filters)
+		if err != nil {
+			return err
+		}
+		defer cur.Close(sctx)
+		for cur.Next(sctx) {
+			cdr := CDR{}
+			if err := cur.Decode(&cdr); err != nil {
+				return err
+			}
+			var pass bool
+			dP := cdr.CGREvent().AsDataProvider()
+
+			// Check the excluded filters against the CDR.
+			for _, fltr := range excludedCdrQueryFilterTypes {
+				pass, err = fltr.Pass(ctx, dP)
+				if err != nil {
+					return err
+				}
+				if !pass {
+					break
+				}
+			}
+
+			// If the CDR passes the filters, remove it.
+			if pass {
+				_, err := ms.getCol(ColCDRs).DeleteOne(sctx, bson.M{
+					"opts.*cdrID": utils.IfaceAsString(cdr.Opts[utils.MetaCDRID]),
+				})
+				if err != nil {
+					return err
+				}
+			}
+		}
+		return cur.Err()
+	})
+	return err
 }