diff --git a/pkg/frontend/mysql_cmd_executor.go b/pkg/frontend/mysql_cmd_executor.go
index 88e897a23c51e397ef6f5bb6f88772ef784e90db..29763c2ce876e28466b95dbfd8a441a4884a8f37 100644
--- a/pkg/frontend/mysql_cmd_executor.go
+++ b/pkg/frontend/mysql_cmd_executor.go
@@ -1565,8 +1565,6 @@ func (cwft *TxnComputationWrapper) Compile(requestCtx context.Context, u interfa
 			return nil, err
 		}
 
-		preparePlan := prepareStmt.PreparePlan.GetDcl().GetPrepare()
-
 		// TODO check if schema change, obj.Obj is zero all the time in 0.6
 		// for _, obj := range preparePlan.GetSchemas() {
 		// 	newObj, _ := cwft.ses.txnCompileCtx.Resolve(obj.SchemaName, obj.ObjName)
@@ -1575,32 +1573,27 @@ func (cwft *TxnComputationWrapper) Compile(requestCtx context.Context, u interfa
 		// 	}
 		// }
 
-		query := plan2.DeepCopyQuery(preparePlan.Plan.GetQuery())
+		newPlan := plan2.DeepCopyPlan(prepareStmt.PreparePlan.GetDcl().GetPrepare().Plan)
 
 		// replace ? and @var with their values
 		resetParamRule := plan2.NewResetParamRefRule(executePlan.Args)
 		resetVarRule := plan2.NewResetVarRefRule(cwft.ses.GetTxnCompilerContext())
-		VisitQuery := plan2.NewVisitQuery(query, []plan2.VisitRule{resetParamRule, resetVarRule})
-		err = VisitQuery.Visit()
+		vp := plan2.NewVisitPlan(newPlan, []plan2.VisitPlanRule{resetParamRule, resetVarRule})
+		err = vp.Visit()
 		if err != nil {
 			return nil, err
 		}
 
 		// reset plan & stmt
 		cwft.stmt = prepareStmt.PrepareStmt
-		cwft.plan = &plan2.Plan{Plan: &plan2.Plan_Query{
-			Query: query,
-		}}
+		cwft.plan = newPlan
 	} else {
 		// replace @var with their values
-		query := cwft.plan.GetQuery()
-		if query != nil {
-			resetVarRule := plan2.NewResetVarRefRule(cwft.ses.GetTxnCompilerContext())
-			VisitQuery := plan2.NewVisitQuery(query, []plan2.VisitRule{resetVarRule})
-			err = VisitQuery.Visit()
-			if err != nil {
-				return nil, err
-			}
+		resetVarRule := plan2.NewResetVarRefRule(cwft.ses.GetTxnCompilerContext())
+		vp := plan2.NewVisitPlan(cwft.plan, []plan2.VisitPlanRule{resetVarRule})
+		err = vp.Visit()
+		if err != nil {
+			return nil, err
 		}
 	}
 
diff --git a/pkg/pb/plan/plan.pb.go b/pkg/pb/plan/plan.pb.go
index 791940613dd4f499f32b8ad72d2203e60c8cc057..8cd90b318bd970c2c994a9f9359e9fa1693679c0 100644
--- a/pkg/pb/plan/plan.pb.go
+++ b/pkg/pb/plan/plan.pb.go
@@ -5024,6 +5024,7 @@ type Prepare struct {
 	Name                 string       `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
 	Schemas              []*ObjectRef `protobuf:"bytes,2,rep,name=schemas,proto3" json:"schemas,omitempty"`
 	Plan                 *Plan        `protobuf:"bytes,3,opt,name=plan,proto3" json:"plan,omitempty"`
+	ParamTypes           []int32      `protobuf:"varint,4,rep,packed,name=param_types,json=paramTypes,proto3" json:"param_types,omitempty"`
 	XXX_NoUnkeyedLiteral struct{}     `json:"-"`
 	XXX_unrecognized     []byte       `json:"-"`
 	XXX_sizecache        int32        `json:"-"`
@@ -5083,6 +5084,13 @@ func (m *Prepare) GetPlan() *Plan {
 	return nil
 }
 
+func (m *Prepare) GetParamTypes() []int32 {
+	if m != nil {
+		return m.ParamTypes
+	}
+	return nil
+}
+
 type Execute struct {
 	Name                 string   `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
 	Args                 []*Expr  `protobuf:"bytes,2,rep,name=args,proto3" json:"args,omitempty"`
@@ -5264,292 +5272,293 @@ func init() {
 func init() { proto.RegisterFile("plan.proto", fileDescriptor_2d655ab2f7683c23) }
 
 var fileDescriptor_2d655ab2f7683c23 = []byte{
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+	0x0c, 0x87, 0xbd, 0xee, 0xd0, 0xd4, 0x2e, 0xee, 0xd4, 0xe9, 0x63, 0x0e, 0x99, 0x4c, 0xf4, 0x7d,
+	0xd8, 0x58, 0x8f, 0x7d, 0xa6, 0x43, 0xc3, 0x9d, 0x8e, 0xfc, 0x20, 0x1e, 0x39, 0x47, 0x6e, 0x14,
+	0x47, 0xc9, 0xff, 0x63, 0xee, 0xb4, 0x1f, 0xc4, 0x06, 0xa1, 0xb0, 0x27, 0x4e, 0x43, 0x59, 0x94,
+	0xcb, 0x14, 0xd6, 0x3b, 0xd0, 0x58, 0xcb, 0x06, 0xec, 0x67, 0x50, 0x75, 0xa7, 0xeb, 0xca, 0x54,
+	0x77, 0xfa, 0x23, 0x34, 0xed, 0x41, 0x3d, 0x9b, 0x1a, 0x7e, 0xba, 0xa2, 0xbf, 0x51, 0xa0, 0x96,
+	0x49, 0x15, 0x3f, 0x6a, 0x8b, 0xd7, 0xa0, 0x1a, 0x3b, 0xf3, 0x45, 0x10, 0x5a, 0x32, 0xb1, 0xaa,
+	0x7c, 0x85, 0x58, 0x7b, 0x5a, 0x61, 0xfd, 0x69, 0xeb, 0x6f, 0x4b, 0x8a, 0xdf, 0xff, 0xb6, 0x44,
+	0x1f, 0x00, 0xac, 0xb2, 0x11, 0xfd, 0x1b, 0x41, 0x51, 0x2a, 0xba, 0x13, 0x01, 0xac, 0x2b, 0xcc,
+	0xff, 0x80, 0xc2, 0xaf, 0xa1, 0x9a, 0xa6, 0xaa, 0x9f, 0x7c, 0x62, 0x2b, 0x43, 0x0a, 0x19, 0x43,
+	0xf4, 0xbd, 0xe4, 0x18, 0x45, 0x72, 0xf9, 0x31, 0xc7, 0x78, 0x11, 0x4a, 0x22, 0x5b, 0xc9, 0x7f,
+	0x09, 0x09, 0xd0, 0x75, 0xb9, 0x6b, 0xa1, 0x27, 0xe5, 0x51, 0xb2, 0x3c, 0xbf, 0x12, 0x1b, 0x11,
+	0x2c, 0xdf, 0xbb, 0x91, 0xb3, 0x9f, 0x71, 0x0b, 0x1a, 0x6b, 0xe9, 0xed, 0xec, 0xc3, 0xd5, 0xbb,
+	0xd0, 0x58, 0xcb, 0x63, 0x99, 0xaf, 0x8d, 0x94, 0xec, 0xd7, 0x46, 0x38, 0x4d, 0x1e, 0x3e, 0x77,
+	0x42, 0xe7, 0x8c, 0x4f, 0x2e, 0x04, 0x41, 0xff, 0x14, 0xea, 0xd9, 0x8e, 0x87, 0xbd, 0x07, 0x25,
+	0x37, 0x76, 0xe6, 0xc9, 0xbf, 0x9e, 0x97, 0x4e, 0x37, 0x45, 0xdd, 0xd8, 0x99, 0x73, 0xc1, 0xa4,
+	0xff, 0x5e, 0x01, 0xed, 0x24, 0x2d, 0xf3, 0x49, 0x94, 0xf2, 0x9a, 0x4f, 0xa2, 0xf2, 0x6b, 0x46,
+	0x9e, 0xf1, 0x59, 0x13, 0x1a, 0x2e, 0xfe, 0x5a, 0x3b, 0xe3, 0x2b, 0x1e, 0x22, 0xb0, 0xdb, 0xa0,
+	0x86, 0x0e, 0x7d, 0xe3, 0x62, 0xcb, 0xca, 0x9c, 0x65, 0x4a, 0x69, 0xfa, 0x5f, 0x28, 0x50, 0x91,
+	0xed, 0xd9, 0x99, 0xff, 0xbd, 0xbe, 0x03, 0x15, 0xf1, 0xb7, 0x52, 0xf2, 0x7f, 0xd2, 0xa9, 0x57,
+	0x7f, 0x09, 0x9d, 0x5d, 0x17, 0x2d, 0xfa, 0xfa, 0x1b, 0x69, 0x9c, 0x43, 0x38, 0xe1, 0xb1, 0x2b,
+	0xa6, 0xf9, 0x9b, 0xda, 0xa1, 0x48, 0xfe, 0x57, 0x06, 0x84, 0xc2, 0x82, 0x12, 0xe9, 0x7f, 0x02,
+	0x15, 0xd9, 0xfe, 0x9d, 0x69, 0xca, 0x0f, 0x7d, 0x1f, 0xb3, 0x09, 0xb0, 0xea, 0x07, 0xcf, 0xd2,
+	0x70, 0xe7, 0x06, 0xd4, 0xb3, 0xdf, 0x35, 0xd0, 0x34, 0x18, 0xf8, 0x8e, 0x96, 0x63, 0x15, 0x28,
+	0xf4, 0xbe, 0xbd, 0xaf, 0x29, 0x77, 0x3e, 0x87, 0xe6, 0xeb, 0xe6, 0x2c, 0x6c, 0x1b, 0xdb, 0x9d,
+	0x16, 0xcd, 0xb2, 0x75, 0x50, 0xfb, 0x83, 0x91, 0x80, 0x14, 0xec, 0x10, 0xb9, 0xd1, 0x33, 0xa8,
+	0xb6, 0xed, 0x7c, 0xf6, 0x4f, 0xdf, 0x5d, 0x57, 0xfe, 0xf9, 0xbb, 0xeb, 0xca, 0x1f, 0xbf, 0xbb,
+	0x9e, 0xfb, 0xfd, 0x7f, 0x5e, 0x57, 0xbe, 0xce, 0x7e, 0xc6, 0x39, 0xb7, 0xe2, 0xd0, 0x3d, 0x12,
+	0x1f, 0x15, 0x24, 0x80, 0xef, 0x7c, 0xb0, 0x78, 0x39, 0xfb, 0x60, 0x31, 0xfe, 0x00, 0xb7, 0x34,
+	0x2e, 0xd3, 0xd7, 0x9c, 0xf7, 0xfe, 0x2f, 0x00, 0x00, 0xff, 0xff, 0x15, 0x3d, 0xb5, 0xb4, 0x10,
+	0x2a, 0x00, 0x00,
 }
 
 func (m *Type) Marshal() (dAtA []byte, err error) {
@@ -9657,6 +9666,25 @@ func (m *Prepare) MarshalToSizedBuffer(dAtA []byte) (int, error) {
 		i -= len(m.XXX_unrecognized)
 		copy(dAtA[i:], m.XXX_unrecognized)
 	}
+	if len(m.ParamTypes) > 0 {
+		dAtA74 := make([]byte, len(m.ParamTypes)*10)
+		var j73 int
+		for _, num1 := range m.ParamTypes {
+			num := uint64(num1)
+			for num >= 1<<7 {
+				dAtA74[j73] = uint8(uint64(num)&0x7f | 0x80)
+				num >>= 7
+				j73++
+			}
+			dAtA74[j73] = uint8(num)
+			j73++
+		}
+		i -= j73
+		copy(dAtA[i:], dAtA74[:j73])
+		i = encodeVarintPlan(dAtA, i, uint64(j73))
+		i--
+		dAtA[i] = 0x22
+	}
 	if m.Plan != nil {
 		{
 			size, err := m.Plan.MarshalToSizedBuffer(dAtA[:i])
@@ -11755,6 +11783,13 @@ func (m *Prepare) ProtoSize() (n int) {
 		l = m.Plan.ProtoSize()
 		n += 1 + l + sovPlan(uint64(l))
 	}
+	if len(m.ParamTypes) > 0 {
+		l = 0
+		for _, e := range m.ParamTypes {
+			l += sovPlan(uint64(e))
+		}
+		n += 1 + sovPlan(uint64(l)) + l
+	}
 	if m.XXX_unrecognized != nil {
 		n += len(m.XXX_unrecognized)
 	}
@@ -21478,6 +21513,82 @@ func (m *Prepare) Unmarshal(dAtA []byte) error {
 				return err
 			}
 			iNdEx = postIndex
+		case 4:
+			if wireType == 0 {
+				var v int32
+				for shift := uint(0); ; shift += 7 {
+					if shift >= 64 {
+						return ErrIntOverflowPlan
+					}
+					if iNdEx >= l {
+						return io.ErrUnexpectedEOF
+					}
+					b := dAtA[iNdEx]
+					iNdEx++
+					v |= int32(b&0x7F) << shift
+					if b < 0x80 {
+						break
+					}
+				}
+				m.ParamTypes = append(m.ParamTypes, v)
+			} else if wireType == 2 {
+				var packedLen int
+				for shift := uint(0); ; shift += 7 {
+					if shift >= 64 {
+						return ErrIntOverflowPlan
+					}
+					if iNdEx >= l {
+						return io.ErrUnexpectedEOF
+					}
+					b := dAtA[iNdEx]
+					iNdEx++
+					packedLen |= int(b&0x7F) << shift
+					if b < 0x80 {
+						break
+					}
+				}
+				if packedLen < 0 {
+					return ErrInvalidLengthPlan
+				}
+				postIndex := iNdEx + packedLen
+				if postIndex < 0 {
+					return ErrInvalidLengthPlan
+				}
+				if postIndex > l {
+					return io.ErrUnexpectedEOF
+				}
+				var elementCount int
+				var count int
+				for _, integer := range dAtA[iNdEx:postIndex] {
+					if integer < 128 {
+						count++
+					}
+				}
+				elementCount = count
+				if elementCount != 0 && len(m.ParamTypes) == 0 {
+					m.ParamTypes = make([]int32, 0, elementCount)
+				}
+				for iNdEx < postIndex {
+					var v int32
+					for shift := uint(0); ; shift += 7 {
+						if shift >= 64 {
+							return ErrIntOverflowPlan
+						}
+						if iNdEx >= l {
+							return io.ErrUnexpectedEOF
+						}
+						b := dAtA[iNdEx]
+						iNdEx++
+						v |= int32(b&0x7F) << shift
+						if b < 0x80 {
+							break
+						}
+					}
+					m.ParamTypes = append(m.ParamTypes, v)
+				}
+			} else {
+				return fmt.Errorf("proto: wrong wireType = %d for field ParamTypes", wireType)
+			}
 		default:
 			iNdEx = preIndex
 			skippy, err := skipPlan(dAtA[iNdEx:])
diff --git a/pkg/sql/parsers/dialect/mysql/mysql_lexer.go b/pkg/sql/parsers/dialect/mysql/mysql_lexer.go
index 3e582e4c7486dc0a2bbb5e0d3a1997ee1df7b7fe..b6a62e7a77c1bd94195d00cbe89f2bab99bb54e5 100644
--- a/pkg/sql/parsers/dialect/mysql/mysql_lexer.go
+++ b/pkg/sql/parsers/dialect/mysql/mysql_lexer.go
@@ -44,16 +44,23 @@ func ParseOne(sql string) (tree.Statement, error) {
 }
 
 type Lexer struct {
-	scanner *Scanner
-	stmts   []tree.Statement
+	scanner    *Scanner
+	stmts      []tree.Statement
+	paramIndex int
 }
 
 func NewLexer(dialectType dialect.DialectType, sql string) *Lexer {
 	return &Lexer{
-		scanner: NewScanner(dialectType, sql),
+		scanner:    NewScanner(dialectType, sql),
+		paramIndex: 0,
 	}
 }
 
+func (l *Lexer) GetParamIndex() int {
+	l.paramIndex = l.paramIndex + 1
+	return l.paramIndex
+}
+
 func (l *Lexer) Lex(lval *yySymType) int {
 	typ, str := l.scanner.Scan()
 	l.scanner.LastToken = str
diff --git a/pkg/sql/parsers/dialect/mysql/mysql_sql.go b/pkg/sql/parsers/dialect/mysql/mysql_sql.go
index c20eb80e0130ef864044b0cb50cbf8223a259152..1d2186b23f0453c807d1d985882fa737d8e1dbcc 100644
--- a/pkg/sql/parsers/dialect/mysql/mysql_sql.go
+++ b/pkg/sql/parsers/dialect/mysql/mysql_sql.go
@@ -13189,7 +13189,7 @@ yydefault:
 		var yyLOCAL tree.Expr
 //line mysql_sql.y:6052
 		{
-			yyLOCAL = tree.NewParamExpr(yyp)
+			yyLOCAL = tree.NewParamExpr(yylex.(*Lexer).GetParamIndex())
 		}
 		yyVAL.union = yyLOCAL
 	case 1057:
diff --git a/pkg/sql/parsers/dialect/mysql/mysql_sql.y b/pkg/sql/parsers/dialect/mysql/mysql_sql.y
index b0b315b520cd47679bc48fdf8f4898b02bc36b0e..21e113e116f781b62ee8380e3001157b3aed4efa 100644
--- a/pkg/sql/parsers/dialect/mysql/mysql_sql.y
+++ b/pkg/sql/parsers/dialect/mysql/mysql_sql.y
@@ -6050,7 +6050,7 @@ literal:
 	}
 |   VALUE_ARG
     {
-        $$ = tree.NewParamExpr(yyp)
+        $$ = tree.NewParamExpr(yylex.(*Lexer).GetParamIndex())
     }
 
 column_type:
diff --git a/pkg/sql/plan/build_dcl.go b/pkg/sql/plan/build_dcl.go
index 4d769e361e2dcddbaf3f7f7aa6cc26c4efc99c0e..2f75a9d3e75978c0fab91e27da62e5c8001df952 100644
--- a/pkg/sql/plan/build_dcl.go
+++ b/pkg/sql/plan/build_dcl.go
@@ -22,6 +22,12 @@ import (
 )
 
 func getPreparePlan(ctx CompilerContext, stmt tree.Statement) (*Plan, error) {
+	if s, ok := stmt.(*tree.Insert); ok {
+		if _, ok := s.Rows.Select.(*tree.ValuesClause); ok {
+			return BuildPlan(ctx, stmt)
+		}
+	}
+
 	switch stmt := stmt.(type) {
 	case *tree.Select, *tree.ParenSelect,
 		*tree.Update, *tree.Delete, *tree.Insert,
@@ -72,6 +78,7 @@ func buildPrepare(stmt tree.Prepare, ctx CompilerContext) (*Plan, error) {
 
 	// dcl tcl is not support
 	var schemas []*plan.ObjectRef
+	var paramTypes []int32
 
 	switch pp := preparePlan.Plan.(type) {
 	case *plan.Plan_Tcl, *plan.Plan_Dcl:
@@ -80,7 +87,7 @@ func buildPrepare(stmt tree.Prepare, ctx CompilerContext) (*Plan, error) {
 	case *plan.Plan_Ddl:
 		if pp.Ddl.Query != nil {
 			getParamRule := NewGetParamRule()
-			VisitQuery := NewVisitQuery(pp.Ddl.Query, []VisitRule{getParamRule})
+			VisitQuery := NewVisitPlan(preparePlan, []VisitPlanRule{getParamRule})
 			err = VisitQuery.Visit()
 			if err != nil {
 				return nil, err
@@ -90,23 +97,25 @@ func buildPrepare(stmt tree.Prepare, ctx CompilerContext) (*Plan, error) {
 				return nil, errors.New("", "ArgExpr is not support in DDL statement")
 			}
 		}
-	case *plan.Plan_Query:
+
+	case *plan.Plan_Query, *plan.Plan_Ins:
 		// collect args
 		getParamRule := NewGetParamRule()
-		VisitQuery := NewVisitQuery(pp.Query, []VisitRule{getParamRule})
+		VisitQuery := NewVisitPlan(preparePlan, []VisitPlanRule{getParamRule})
 		err = VisitQuery.Visit()
 		if err != nil {
 			return nil, err
 		}
 
-		// set arg order
+		// sort arg
 		getParamRule.SetParamOrder()
 		args := getParamRule.params
 		schemas = getParamRule.schemas
+		paramTypes = getParamRule.paramTypes
 
-		// set arg order
+		// reset arg order
 		resetParamRule := NewResetParamOrderRule(args)
-		VisitQuery = NewVisitQuery(pp.Query, []VisitRule{resetParamRule})
+		VisitQuery = NewVisitPlan(preparePlan, []VisitPlanRule{resetParamRule})
 		err = VisitQuery.Visit()
 		if err != nil {
 			return nil, err
@@ -114,9 +123,10 @@ func buildPrepare(stmt tree.Prepare, ctx CompilerContext) (*Plan, error) {
 	}
 
 	prepare := &plan.Prepare{
-		Name:    stmtName,
-		Schemas: schemas,
-		Plan:    preparePlan,
+		Name:       stmtName,
+		Schemas:    schemas,
+		Plan:       preparePlan,
+		ParamTypes: paramTypes,
 	}
 
 	return &Plan{
diff --git a/pkg/sql/plan/deepcopy.go b/pkg/sql/plan/deepcopy.go
index 85d7613ea622ed662007ebe18cdf22acc95ae76c..7dc39b5dc2b44565c9ce0b9936cca87f57187018 100644
--- a/pkg/sql/plan/deepcopy.go
+++ b/pkg/sql/plan/deepcopy.go
@@ -196,28 +196,33 @@ func DeepCopyDefault(def *plan.Default) *plan.Default {
 	}
 }
 
+func DeepCopyColDef(col *plan.ColDef) *plan.ColDef {
+	return &plan.ColDef{
+		Name: col.Name,
+		Alg:  col.Alg,
+		Typ: &plan.Type{
+			Id:        col.Typ.Id,
+			Nullable:  col.Typ.Nullable,
+			Width:     col.Typ.Width,
+			Precision: col.Typ.Precision,
+			Size:      col.Typ.Size,
+			Scale:     col.Typ.Scale,
+		},
+		Default: DeepCopyDefault(col.Default),
+		Primary: col.Primary,
+		Pkidx:   col.Pkidx,
+	}
+}
+
 func DeepCopyTableDef(table *plan.TableDef) *plan.TableDef {
 	newTable := &plan.TableDef{
 		Name: table.Name,
 		Cols: make([]*plan.ColDef, len(table.Cols)),
 		Defs: make([]*plan.TableDef_DefType, len(table.Defs)),
 	}
+
 	for idx, col := range table.Cols {
-		newTable.Cols[idx] = &plan.ColDef{
-			Name: col.Name,
-			Alg:  col.Alg,
-			Typ: &plan.Type{
-				Id:        col.Typ.Id,
-				Nullable:  col.Typ.Nullable,
-				Width:     col.Typ.Width,
-				Precision: col.Typ.Precision,
-				Size:      col.Typ.Size,
-				Scale:     col.Typ.Scale,
-			},
-			Default: DeepCopyDefault(col.Default),
-			Primary: col.Primary,
-			Pkidx:   col.Pkidx,
-		}
+		newTable.Cols[idx] = DeepCopyColDef(col)
 	}
 	// FIX ME: don't support now
 	// for idx, def := range table.Defs {
@@ -263,3 +268,51 @@ func DeepCopyQuery(qry *plan.Query) *plan.Query {
 	}
 	return newQry
 }
+
+func DeepCopyInsertValues(insert *plan.InsertValues) *plan.InsertValues {
+	newInsert := &plan.InsertValues{
+		DbName:       insert.DbName,
+		TblName:      insert.TblName,
+		ExplicitCols: make([]*plan.ColDef, len(insert.ExplicitCols)),
+		OtherCols:    make([]*plan.ColDef, len(insert.OtherCols)),
+		Columns:      make([]*plan.Column, len(insert.Columns)),
+	}
+
+	for idx, col := range insert.ExplicitCols {
+		newInsert.ExplicitCols[idx] = DeepCopyColDef(col)
+	}
+	for idx, col := range insert.OtherCols {
+		newInsert.OtherCols[idx] = DeepCopyColDef(col)
+	}
+	copy(newInsert.OrderAttrs, insert.OrderAttrs)
+	for idx, column := range insert.Columns {
+		newExprs := make([]*Expr, len(column.Column))
+		for i, expr := range column.Column {
+			newExprs[i] = DeepCopyExpr(expr)
+		}
+		newInsert.Columns[idx] = &plan.Column{
+			Column: newExprs,
+		}
+	}
+	return newInsert
+}
+
+func DeepCopyPlan(pl *Plan) *Plan {
+	switch pl := pl.Plan.(type) {
+	case *Plan_Query:
+		return &Plan{
+			Plan: &plan.Plan_Query{
+				Query: DeepCopyQuery(pl.Query),
+			},
+		}
+	case *plan.Plan_Ins:
+		return &Plan{
+			Plan: &plan.Plan_Ins{
+				Ins: DeepCopyInsertValues(pl.Ins),
+			},
+		}
+	default:
+		// only support query/insert plan now
+		return nil
+	}
+}
diff --git a/pkg/sql/plan/visit_plan.go b/pkg/sql/plan/visit_plan.go
new file mode 100644
index 0000000000000000000000000000000000000000..8740d66fa55e0c478ddf3d8db6d10dca4fb3a82c
--- /dev/null
+++ b/pkg/sql/plan/visit_plan.go
@@ -0,0 +1,138 @@
+// Copyright 2022 Matrix Origin
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package plan
+
+import "github.com/matrixorigin/matrixone/pkg/pb/plan"
+
+type VisitPlanRule interface {
+	MatchNode(*Node) bool
+	IsApplyExpr() bool
+	ApplyNode(*Node) error
+	ApplyExpr(*Expr) (*Expr, error)
+}
+
+type VisitPlan struct {
+	plan  *Plan
+	rules []VisitPlanRule
+}
+
+func NewVisitPlan(pl *Plan, rules []VisitPlanRule) *VisitPlan {
+	return &VisitPlan{
+		plan:  pl,
+		rules: rules,
+	}
+}
+
+func (vq *VisitPlan) visitNode(qry *Query, node *Node) error {
+	for i := range node.Children {
+		if err := vq.visitNode(qry, qry.Nodes[node.Children[i]]); err != nil {
+			return err
+		}
+	}
+
+	for _, rule := range vq.rules {
+		if rule.MatchNode(node) {
+			err := rule.ApplyNode(node)
+			if err != nil {
+				return err
+			}
+		} else if rule.IsApplyExpr() {
+			err := vq.exploreNode(rule, node)
+			if err != nil {
+				return err
+			}
+		}
+	}
+
+	return nil
+}
+
+func (vq *VisitPlan) exploreNode(rule VisitPlanRule, node *Node) error {
+	var err error
+	if node.Limit != nil {
+		node.Limit, err = rule.ApplyExpr(node.Limit)
+		if err != nil {
+			return err
+		}
+	}
+
+	if node.Offset != nil {
+		node.Offset, err = rule.ApplyExpr(node.Offset)
+		if err != nil {
+			return err
+		}
+	}
+
+	for i := range node.OnList {
+		node.OnList[i], err = rule.ApplyExpr(node.OnList[i])
+		if err != nil {
+			return err
+		}
+	}
+
+	for i := range node.FilterList {
+		node.FilterList[i], err = rule.ApplyExpr(node.FilterList[i])
+		if err != nil {
+			return err
+		}
+	}
+
+	for i := range node.ProjectList {
+		node.ProjectList[i], err = rule.ApplyExpr(node.ProjectList[i])
+		if err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+func (vq *VisitPlan) Visit() error {
+	switch pl := vq.plan.Plan.(type) {
+	case *Plan_Query:
+		qry := pl.Query
+		if len(qry.Steps) == 0 {
+			return nil
+		}
+
+		for _, step := range qry.Steps {
+			err := vq.visitNode(qry, qry.Nodes[step])
+			if err != nil {
+				return err
+			}
+		}
+
+	case *plan.Plan_Ins:
+		var err error
+		for _, rule := range vq.rules {
+			if rule.IsApplyExpr() {
+				for _, column := range pl.Ins.Columns {
+					for i := range column.Column {
+						column.Column[i], err = rule.ApplyExpr(column.Column[i])
+						if err != nil {
+							return err
+						}
+					}
+				}
+			}
+		}
+
+	default:
+		// do nothing
+
+	}
+
+	return nil
+}
diff --git a/pkg/sql/plan/visit_query_rule.go b/pkg/sql/plan/visit_plan_rule.go
similarity index 58%
rename from pkg/sql/plan/visit_query_rule.go
rename to pkg/sql/plan/visit_plan_rule.go
index fb0099add53d1bcc1a50485a7937816bf80c8535..b1f1e236fbadae2f7b6311cdd32fbd6dfad89d53 100644
--- a/pkg/sql/plan/visit_query_rule.go
+++ b/pkg/sql/plan/visit_plan_rule.go
@@ -24,24 +24,27 @@ import (
 )
 
 var (
-	_ VisitRule = &GetParamRule{}
-	_ VisitRule = &ResetParamOrderRule{}
-	_ VisitRule = &ResetParamRefRule{}
-	_ VisitRule = &ResetVarRefRule{}
+	_ VisitPlanRule = &GetParamRule{}
+	_ VisitPlanRule = &ResetParamOrderRule{}
+	_ VisitPlanRule = &ResetParamRefRule{}
+	_ VisitPlanRule = &ResetVarRefRule{}
 )
 
 type GetParamRule struct {
-	params  map[int]int
-	schemas []*plan.ObjectRef
+	params     map[int]int
+	mapTypes   map[int]int32
+	paramTypes []int32
+	schemas    []*plan.ObjectRef
 }
 
 func NewGetParamRule() *GetParamRule {
 	return &GetParamRule{
-		params: make(map[int]int),
+		params:   make(map[int]int),
+		mapTypes: make(map[int]int32),
 	}
 }
 
-func (rule *GetParamRule) Match(node *Node) bool {
+func (rule *GetParamRule) MatchNode(node *Node) bool {
 	if node.NodeType == plan.Node_TABLE_SCAN {
 		rule.schemas = append(rule.schemas, &plan.ObjectRef{
 			Server:     node.ObjRef.Server,
@@ -54,45 +57,36 @@ func (rule *GetParamRule) Match(node *Node) bool {
 			ObjName:    node.ObjRef.ObjName,
 		})
 	}
-	return true
+	return false
 }
 
-func (rule *GetParamRule) Apply(node *Node, _ *Query) error {
-	if node.Limit != nil {
-		node.Limit = rule.getParam(node.Limit)
-	}
-
-	if node.Offset != nil {
-		node.Offset = rule.getParam(node.Offset)
-	}
-
-	for i := range node.OnList {
-		node.OnList[i] = rule.getParam(node.OnList[i])
-	}
-
-	for i := range node.FilterList {
-		node.FilterList[i] = rule.getParam(node.FilterList[i])
-	}
-
-	for i := range node.ProjectList {
-		node.ProjectList[i] = rule.getParam(node.ProjectList[i])
-	}
+func (rule *GetParamRule) IsApplyExpr() bool {
+	return true
+}
 
+func (rule *GetParamRule) ApplyNode(node *Node) error {
 	return nil
 }
 
-func (rule *GetParamRule) getParam(e *plan.Expr) *plan.Expr {
+func (rule *GetParamRule) ApplyExpr(e *plan.Expr) (*plan.Expr, error) {
 	switch exprImpl := e.Expr.(type) {
 	case *plan.Expr_F:
 		for i := range exprImpl.F.Args {
-			exprImpl.F.Args[i] = rule.getParam(exprImpl.F.Args[i])
+			exprImpl.F.Args[i], _ = rule.ApplyExpr(exprImpl.F.Args[i])
 		}
-		return e
+		return e, nil
 	case *plan.Expr_P:
-		rule.params[int(exprImpl.P.Pos)] = 0
-		return e
+		pos := int(exprImpl.P.Pos)
+		rule.params[pos] = 0
+		if e.Typ.Id == int32(types.T_any) && !e.Typ.Nullable {
+			// is not null, use string
+			rule.mapTypes[pos] = int32(types.T_varchar)
+		} else {
+			rule.mapTypes[pos] = e.Typ.Id
+		}
+		return e, nil
 	default:
-		return e
+		return e, nil
 	}
 }
 
@@ -102,8 +96,11 @@ func (rule *GetParamRule) SetParamOrder() {
 		argPos = append(argPos, pos)
 	}
 	sort.Ints(argPos)
+	rule.paramTypes = make([]int32, len(argPos))
+
 	for idx, pos := range argPos {
 		rule.params[pos] = idx
+		rule.paramTypes[idx] = rule.mapTypes[pos]
 	}
 }
 
@@ -119,47 +116,30 @@ func NewResetParamOrderRule(params map[int]int) *ResetParamOrderRule {
 	}
 }
 
-func (rule *ResetParamOrderRule) Match(_ *Node) bool {
-	return true
+func (rule *ResetParamOrderRule) MatchNode(_ *Node) bool {
+	return false
 }
 
-func (rule *ResetParamOrderRule) Apply(node *Node, qry *Query) error {
-
-	if node.Limit != nil {
-		node.Limit = rule.setOrder(node.Limit)
-	}
-
-	if node.Offset != nil {
-		node.Offset = rule.setOrder(node.Offset)
-	}
-
-	for i := range node.OnList {
-		node.OnList[i] = rule.setOrder(node.OnList[i])
-	}
-
-	for i := range node.FilterList {
-		node.FilterList[i] = rule.setOrder(node.FilterList[i])
-	}
-
-	for i := range node.ProjectList {
-		node.ProjectList[i] = rule.setOrder(node.ProjectList[i])
-	}
+func (rule *ResetParamOrderRule) IsApplyExpr() bool {
+	return true
+}
 
+func (rule *ResetParamOrderRule) ApplyNode(node *Node) error {
 	return nil
 }
 
-func (rule *ResetParamOrderRule) setOrder(e *plan.Expr) *plan.Expr {
+func (rule *ResetParamOrderRule) ApplyExpr(e *plan.Expr) (*plan.Expr, error) {
 	switch exprImpl := e.Expr.(type) {
 	case *plan.Expr_F:
 		for i := range exprImpl.F.Args {
-			exprImpl.F.Args[i] = rule.setOrder(exprImpl.F.Args[i])
+			exprImpl.F.Args[i], _ = rule.ApplyExpr(exprImpl.F.Args[i])
 		}
-		return e
+		return e, nil
 	case *plan.Expr_P:
 		exprImpl.P.Pos = int32(rule.params[int(exprImpl.P.Pos)])
-		return e
+		return e, nil
 	default:
-		return e
+		return e, nil
 	}
 }
 
@@ -175,35 +155,20 @@ func NewResetParamRefRule(params []*Expr) *ResetParamRefRule {
 	}
 }
 
-func (rule *ResetParamRefRule) Match(_ *Node) bool {
-	return true
+func (rule *ResetParamRefRule) MatchNode(_ *Node) bool {
+	return false
 }
 
-func (rule *ResetParamRefRule) Apply(node *Node, qry *Query) error {
-	if node.Limit != nil {
-		node.Limit = rule.resetParamRef(node.Limit)
-	}
-
-	if node.Offset != nil {
-		node.Offset = rule.resetParamRef(node.Offset)
-	}
-
-	for i := range node.OnList {
-		node.OnList[i] = rule.resetParamRef(node.OnList[i])
-	}
-
-	for i := range node.FilterList {
-		node.FilterList[i] = rule.resetParamRef(node.FilterList[i])
-	}
-
-	for i := range node.ProjectList {
-		node.ProjectList[i] = rule.resetParamRef(node.ProjectList[i])
-	}
+func (rule *ResetParamRefRule) IsApplyExpr() bool {
+	return true
+}
 
+func (rule *ResetParamRefRule) ApplyNode(node *Node) error {
 	return nil
 }
 
-func (rule *ResetParamRefRule) resetParamRef(e *plan.Expr) *plan.Expr {
+func (rule *ResetParamRefRule) ApplyExpr(e *plan.Expr) (*plan.Expr, error) {
+	var err error
 	switch exprImpl := e.Expr.(type) {
 	case *plan.Expr_F:
 		needResetFunction := false
@@ -211,19 +176,24 @@ func (rule *ResetParamRefRule) resetParamRef(e *plan.Expr) *plan.Expr {
 			if _, ok := arg.Expr.(*plan.Expr_P); ok {
 				needResetFunction = true
 			}
-			exprImpl.F.Args[i] = rule.resetParamRef(arg)
+			exprImpl.F.Args[i], err = rule.ApplyExpr(arg)
+			if err != nil {
+				return nil, err
+			}
 		}
 
 		// reset function
 		if needResetFunction {
-			newExpr, _ := bindFuncExprImplByPlanExpr(exprImpl.F.Func.GetObjName(), exprImpl.F.Args)
-			return newExpr
+			return bindFuncExprImplByPlanExpr(exprImpl.F.Func.GetObjName(), exprImpl.F.Args)
 		}
-		return e
+		return e, nil
 	case *plan.Expr_P:
-		return rule.params[int(exprImpl.P.Pos)]
+		return &plan.Expr{
+			Typ:  e.Typ,
+			Expr: rule.params[int(exprImpl.P.Pos)].Expr,
+		}, nil
 	default:
-		return e
+		return e, nil
 	}
 }
 
@@ -239,50 +209,19 @@ func NewResetVarRefRule(compCtx CompilerContext) *ResetVarRefRule {
 	}
 }
 
-func (rule *ResetVarRefRule) Match(_ *Node) bool {
-	return true
+func (rule *ResetVarRefRule) MatchNode(_ *Node) bool {
+	return false
 }
 
-func (rule *ResetVarRefRule) Apply(node *Node, qry *Query) error {
-	var err error
-	if node.Limit != nil {
-		node.Limit, err = rule.resetVarRef(node.Limit)
-	}
-	if err != nil {
-		return err
-	}
-
-	if node.Offset != nil {
-		node.Offset, err = rule.resetVarRef(node.Offset)
-	}
-	if err != nil {
-		return err
-	}
-
-	for i := range node.OnList {
-		node.OnList[i], err = rule.resetVarRef(node.OnList[i])
-	}
-	if err != nil {
-		return err
-	}
-
-	for i := range node.FilterList {
-		node.FilterList[i], err = rule.resetVarRef(node.FilterList[i])
-	}
-	if err != nil {
-		return err
-	}
+func (rule *ResetVarRefRule) IsApplyExpr() bool {
+	return true
+}
 
-	for i := range node.ProjectList {
-		node.ProjectList[i], err = rule.resetVarRef(node.ProjectList[i])
-	}
-	if err != nil {
-		return err
-	}
+func (rule *ResetVarRefRule) ApplyNode(node *Node) error {
 	return nil
 }
 
-func (rule *ResetVarRefRule) resetVarRef(e *plan.Expr) (*plan.Expr, error) {
+func (rule *ResetVarRefRule) ApplyExpr(e *plan.Expr) (*plan.Expr, error) {
 	var err error
 	switch exprImpl := e.Expr.(type) {
 	case *plan.Expr_F:
@@ -291,7 +230,7 @@ func (rule *ResetVarRefRule) resetVarRef(e *plan.Expr) (*plan.Expr, error) {
 			if _, ok := arg.Expr.(*plan.Expr_V); ok {
 				needResetFunction = true
 			}
-			exprImpl.F.Args[i], err = rule.resetVarRef(arg)
+			exprImpl.F.Args[i], err = rule.ApplyExpr(arg)
 			if err != nil {
 				return nil, err
 			}
@@ -344,6 +283,9 @@ func (rule *ResetVarRefRule) resetVarRef(e *plan.Expr) (*plan.Expr, error) {
 		default:
 			err = errors.New("", fmt.Sprintf("type of var %q is not supported now", exprImpl.V.Name))
 		}
+		if e.Typ.Id != int32(types.T_any) && expr.Typ.Id != e.Typ.Id {
+			return appendCastBeforeExpr(expr, e.Typ)
+		}
 		return expr, err
 	default:
 		return e, nil
diff --git a/pkg/sql/plan/visit_query.go b/pkg/sql/plan/visit_query.go
deleted file mode 100644
index 90d5254533d97141dbd6d3511b8224e655124c06..0000000000000000000000000000000000000000
--- a/pkg/sql/plan/visit_query.go
+++ /dev/null
@@ -1,64 +0,0 @@
-// Copyright 2022 Matrix Origin
-//
-// Licensed under the Apache License, Version 2.0 (the "License");
-// you may not use this file except in compliance with the License.
-// You may obtain a copy of the License at
-//
-//     http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing, software
-// distributed under the License is distributed on an "AS IS" BASIS,
-// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-// See the License for the specific language governing permissions and
-// limitations under the License.
-
-package plan
-
-type VisitRule interface {
-	Match(*Node) bool
-	Apply(*Node, *Query) error
-}
-
-type VisitQuery struct {
-	qry   *Query
-	rules []VisitRule
-}
-
-func NewVisitQuery(qry *Query, rules []VisitRule) *VisitQuery {
-	return &VisitQuery{
-		qry:   qry,
-		rules: rules,
-	}
-}
-
-func (vq *VisitQuery) exploreNode(node *Node) error {
-	for i := range node.Children {
-		if err := vq.exploreNode(vq.qry.Nodes[node.Children[i]]); err != nil {
-			return err
-		}
-	}
-
-	for _, rule := range vq.rules {
-		if rule.Match(node) {
-			err := rule.Apply(node, vq.qry)
-			if err != nil {
-				return err
-			}
-		}
-	}
-
-	return nil
-}
-
-func (vq *VisitQuery) Visit() error {
-	if len(vq.qry.Steps) == 0 {
-		return nil
-	}
-	for _, step := range vq.qry.Steps {
-		err := vq.exploreNode(vq.qry.Nodes[step])
-		if err != nil {
-			return err
-		}
-	}
-	return nil
-}
diff --git a/proto/plan.proto b/proto/plan.proto
index 5f3147724aed2740ecc04e10940c822e2c8db934..3e7f031ec43074f0b67c09c143c1c339f377a600 100644
--- a/proto/plan.proto
+++ b/proto/plan.proto
@@ -654,6 +654,7 @@ message Prepare {
 	string name		 			= 1;
 	repeated ObjectRef schemas 	= 2;
 	Plan   plan		 			= 3;
+	repeated int32 param_types  = 4;
 }
 
 message Execute {
diff --git a/test/cases/prepare/prepare.test b/test/cases/prepare/prepare.test
index 60c309cfc160dd5b42648d04d0841d4d067b2273..67d373bb40cb3fd1497e593a036f0febf77cde09 100644
--- a/test/cases/prepare/prepare.test
+++ b/test/cases/prepare/prepare.test
@@ -26,6 +26,14 @@ execute stmt1 using @b_var;
 select * from t1;
 deallocate prepare stmt1;
 
+prepare stmt1 from "insert into t1 values (?, ?), (?, 99)";
+set @a_var=5;
+set @b_var=55;
+set @c_var=9;
+execute stmt1 using @a_var, @b_var, @c_var;
+select * from t1;
+deallocate prepare stmt1;
+
 drop table t1;
 
 prepare stmt2 from 'select @var_t1';
diff --git a/test/result/prepare/prepare.result b/test/result/prepare/prepare.result
index 0cf15e2d94bd9433f57730ab0a2f5e535deacddf..7d45b978eed75c98e2a2a9e0bb8de455b35db611 100644
--- a/test/result/prepare/prepare.result
+++ b/test/result/prepare/prepare.result
@@ -42,6 +42,19 @@ a	b
 2	22
 deallocate prepare stmt1;
 
+prepare stmt1 from "insert into t1 values (?, ?), (?, 99)";
+set @a_var=5;
+set @b_var=55;
+set @c_var=9;
+execute stmt1 using @a_var, @b_var, @c_var;
+select * from t1;
+a	b
+1	11
+2	22
+5	55
+9	99
+deallocate prepare stmt1;
+
 drop table t1;
 
 prepare stmt2 from 'select @var_t1';