diff --git a/admin/pkg/flags/loglevel.go b/admin/pkg/flags/loglevel.go
index 6901ab1d7f..3154d60a62 100644
--- a/admin/pkg/flags/loglevel.go
+++ b/admin/pkg/flags/loglevel.go
@@ -16,10 +16,9 @@
 package flags
 
 import (
-	"fmt"
-	"strings"
-
 	"github.com/AlekSi/pointer"
+
+	"github.com/percona/pmm/utils/enums"
 )
 
 // LogLevelFatalFlags contains log level flag with "fatal" option.
@@ -37,10 +36,5 @@ type LogLevel string
 
 // EnumValue returns pointer to string representation of LogLevel.
 func (l LogLevel) EnumValue() *string {
-	return pointer.To(convertEnum("LOG_LEVEL", string(l)))
-}
-
-// convertEnum converts flag value to value supported by API.
-func convertEnum(prefix string, value string) string {
-	return fmt.Sprintf("%s_%s", prefix, strings.ToUpper(value))
+	return pointer.To(enums.ConvertEnum("LOG_LEVEL", string(l)))
 }
diff --git a/admin/pkg/flags/metrics_mode.go b/admin/pkg/flags/metrics_mode.go
index 4ac00bea7a..3edbf89d17 100644
--- a/admin/pkg/flags/metrics_mode.go
+++ b/admin/pkg/flags/metrics_mode.go
@@ -14,7 +14,11 @@
 
 package flags
 
-import "github.com/AlekSi/pointer"
+import (
+	"github.com/AlekSi/pointer"
+
+	"github.com/percona/pmm/utils/enums"
+)
 
 // MetricsModeFlags contains flags for metrics mode.
 type MetricsModeFlags struct {
@@ -26,5 +30,5 @@ type MetricsMode string
 
 // EnumValue returns pointer to string representation of LogLevel.
 func (l MetricsMode) EnumValue() *string {
-	return pointer.To(convertEnum("METRICS_MODE", string(l)))
+	return pointer.To(enums.ConvertEnum("METRICS_MODE", string(l)))
 }
diff --git a/api/descriptor.bin b/api/descriptor.bin
index ce01ad42eb..fc792b055e 100644
Binary files a/api/descriptor.bin and b/api/descriptor.bin differ
diff --git a/api/inventory/v1/types/log_levels.go b/api/inventory/v1/types/log_levels.go
new file mode 100644
index 0000000000..e85419e64a
--- /dev/null
+++ b/api/inventory/v1/types/log_levels.go
@@ -0,0 +1,27 @@
+// Copyright (C) 2023 Percona LLC
+//
+// This program is free software: you can redistribute it and/or modify
+// it under the terms of the GNU Affero General Public License as published by
+// the Free Software Foundation, either version 3 of the License, or
+// (at your option) any later version.
+//
+// This program is distributed in the hope that it will be useful,
+// but WITHOUT ANY WARRANTY; without even the implied warranty of
+// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+// GNU Affero General Public License for more details.
+//
+// You should have received a copy of the GNU Affero General Public License
+// along with this program. If not, see <https://www.gnu.org/licenses/>.
+
+package types
+
+import (
+	"github.com/AlekSi/pointer"
+
+	inventoryv1 "github.com/percona/pmm/api/inventory/v1"
+	"github.com/percona/pmm/utils/enums"
+)
+
+func LogLevelAPIValue(l *string) inventoryv1.LogLevel {
+	return inventoryv1.LogLevel(inventoryv1.LogLevel_value[enums.ConvertEnum("LOG_LEVEL", pointer.Get(l))])
+}
diff --git a/api/management/v1/agent.pb.go b/api/management/v1/agent.pb.go
index ae1694e19d..97850fb8d0 100644
--- a/api/management/v1/agent.pb.go
+++ b/api/management/v1/agent.pb.go
@@ -13,6 +13,8 @@ import (
 	protoreflect "google.golang.org/protobuf/reflect/protoreflect"
 	protoimpl "google.golang.org/protobuf/runtime/protoimpl"
 	timestamppb "google.golang.org/protobuf/types/known/timestamppb"
+
+	v1 "github.com/percona/pmm/api/inventory/v1"
 )
 
 const (
@@ -109,7 +111,7 @@ type UniversalAgent struct {
 	// Listen port for scraping metrics.
 	ListenPort uint32 `protobuf:"varint,11,opt,name=listen_port,json=listenPort,proto3" json:"listen_port,omitempty"`
 	// Log level for exporter.
-	LogLevel string `protobuf:"bytes,12,opt,name=log_level,json=logLevel,proto3" json:"log_level,omitempty"`
+	LogLevel v1.LogLevel `protobuf:"varint,12,opt,name=log_level,json=logLevel,proto3,enum=inventory.v1.LogLevel" json:"log_level,omitempty"`
 	// Limit query length in QAN.
 	MaxQueryLength int32 `protobuf:"varint,13,opt,name=max_query_length,json=maxQueryLength,proto3" json:"max_query_length,omitempty"`
 	// Limit query log size in QAN.
@@ -277,11 +279,11 @@ func (x *UniversalAgent) GetListenPort() uint32 {
 	return 0
 }
 
-func (x *UniversalAgent) GetLogLevel() string {
+func (x *UniversalAgent) GetLogLevel() v1.LogLevel {
 	if x != nil {
 		return x.LogLevel
 	}
-	return ""
+	return v1.LogLevel(0)
 }
 
 func (x *UniversalAgent) GetMaxQueryLength() int32 {
@@ -1035,231 +1037,235 @@ var file_management_v1_agent_proto_rawDesc = []byte{
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+	0x65, 0x6d, 0x65, 0x6e, 0x74, 0x2e, 0x76, 0x31, 0x2e, 0x55, 0x70, 0x64, 0x61, 0x74, 0x65, 0x53,
+	0x65, 0x76, 0x65, 0x72, 0x69, 0x74, 0x79, 0x52, 0x08, 0x73, 0x65, 0x76, 0x65, 0x72, 0x69, 0x74,
+	0x79, 0x22, 0x1a, 0x0a, 0x18, 0x4c, 0x69, 0x73, 0x74, 0x41, 0x67, 0x65, 0x6e, 0x74, 0x56, 0x65,
+	0x72, 0x73, 0x69, 0x6f, 0x6e, 0x73, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x22, 0x60, 0x0a,
+	0x19, 0x4c, 0x69, 0x73, 0x74, 0x41, 0x67, 0x65, 0x6e, 0x74, 0x56, 0x65, 0x72, 0x73, 0x69, 0x6f,
+	0x6e, 0x73, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x43, 0x0a, 0x0e, 0x61, 0x67,
+	0x65, 0x6e, 0x74, 0x5f, 0x76, 0x65, 0x72, 0x73, 0x69, 0x6f, 0x6e, 0x73, 0x18, 0x01, 0x20, 0x03,
+	0x28, 0x0b, 0x32, 0x1c, 0x2e, 0x6d, 0x61, 0x6e, 0x61, 0x67, 0x65, 0x6d, 0x65, 0x6e, 0x74, 0x2e,
+	0x76, 0x31, 0x2e, 0x41, 0x67, 0x65, 0x6e, 0x74, 0x56, 0x65, 0x72, 0x73, 0x69, 0x6f, 0x6e, 0x73,
+	0x52, 0x0d, 0x61, 0x67, 0x65, 0x6e, 0x74, 0x56, 0x65, 0x72, 0x73, 0x69, 0x6f, 0x6e, 0x73, 0x2a,
+	0xae, 0x01, 0x0a, 0x0e, 0x55, 0x70, 0x64, 0x61, 0x74, 0x65, 0x53, 0x65, 0x76, 0x65, 0x72, 0x69,
+	0x74, 0x79, 0x12, 0x1f, 0x0a, 0x1b, 0x55, 0x50, 0x44, 0x41, 0x54, 0x45, 0x5f, 0x53, 0x45, 0x56,
+	0x45, 0x52, 0x49, 0x54, 0x59, 0x5f, 0x55, 0x4e, 0x53, 0x50, 0x45, 0x43, 0x49, 0x46, 0x49, 0x45,
+	0x44, 0x10, 0x00, 0x12, 0x1f, 0x0a, 0x1b, 0x55, 0x50, 0x44, 0x41, 0x54, 0x45, 0x5f, 0x53, 0x45,
+	0x56, 0x45, 0x52, 0x49, 0x54, 0x59, 0x5f, 0x55, 0x4e, 0x53, 0x55, 0x50, 0x50, 0x4f, 0x52, 0x54,
+	0x45, 0x44, 0x10, 0x01, 0x12, 0x1e, 0x0a, 0x1a, 0x55, 0x50, 0x44, 0x41, 0x54, 0x45, 0x5f, 0x53,
+	0x45, 0x56, 0x45, 0x52, 0x49, 0x54, 0x59, 0x5f, 0x55, 0x50, 0x5f, 0x54, 0x4f, 0x5f, 0x44, 0x41,
+	0x54, 0x45, 0x10, 0x02, 0x12, 0x1c, 0x0a, 0x18, 0x55, 0x50, 0x44, 0x41, 0x54, 0x45, 0x5f, 0x53,
+	0x45, 0x56, 0x45, 0x52, 0x49, 0x54, 0x59, 0x5f, 0x52, 0x45, 0x51, 0x55, 0x49, 0x52, 0x45, 0x44,
+	0x10, 0x03, 0x12, 0x1c, 0x0a, 0x18, 0x55, 0x50, 0x44, 0x41, 0x54, 0x45, 0x5f, 0x53, 0x45, 0x56,
+	0x45, 0x52, 0x49, 0x54, 0x59, 0x5f, 0x43, 0x52, 0x49, 0x54, 0x49, 0x43, 0x41, 0x4c, 0x10, 0x04,
+	0x42, 0xab, 0x01, 0x0a, 0x11, 0x63, 0x6f, 0x6d, 0x2e, 0x6d, 0x61, 0x6e, 0x61, 0x67, 0x65, 0x6d,
+	0x65, 0x6e, 0x74, 0x2e, 0x76, 0x31, 0x42, 0x0a, 0x41, 0x67, 0x65, 0x6e, 0x74, 0x50, 0x72, 0x6f,
+	0x74, 0x6f, 0x50, 0x01, 0x5a, 0x35, 0x67, 0x69, 0x74, 0x68, 0x75, 0x62, 0x2e, 0x63, 0x6f, 0x6d,
+	0x2f, 0x70, 0x65, 0x72, 0x63, 0x6f, 0x6e, 0x61, 0x2f, 0x70, 0x6d, 0x6d, 0x2f, 0x61, 0x70, 0x69,
+	0x2f, 0x6d, 0x61, 0x6e, 0x61, 0x67, 0x65, 0x6d, 0x65, 0x6e, 0x74, 0x2f, 0x76, 0x31, 0x3b, 0x6d,
+	0x61, 0x6e, 0x61, 0x67, 0x65, 0x6d, 0x65, 0x6e, 0x74, 0x76, 0x31, 0xa2, 0x02, 0x03, 0x4d, 0x58,
+	0x58, 0xaa, 0x02, 0x0d, 0x4d, 0x61, 0x6e, 0x61, 0x67, 0x65, 0x6d, 0x65, 0x6e, 0x74, 0x2e, 0x56,
+	0x31, 0xca, 0x02, 0x0d, 0x4d, 0x61, 0x6e, 0x61, 0x67, 0x65, 0x6d, 0x65, 0x6e, 0x74, 0x5c, 0x56,
+	0x31, 0xe2, 0x02, 0x19, 0x4d, 0x61, 0x6e, 0x61, 0x67, 0x65, 0x6d, 0x65, 0x6e, 0x74, 0x5c, 0x56,
+	0x31, 0x5c, 0x47, 0x50, 0x42, 0x4d, 0x65, 0x74, 0x61, 0x64, 0x61, 0x74, 0x61, 0xea, 0x02, 0x0e,
+	0x4d, 0x61, 0x6e, 0x61, 0x67, 0x65, 0x6d, 0x65, 0x6e, 0x74, 0x3a, 0x3a, 0x56, 0x31, 0x62, 0x06,
+	0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
 }
 
 var (
@@ -1291,6 +1297,7 @@ var (
 		(*UniversalAgent_PostgreSQLOptions)(nil), // 10: management.v1.UniversalAgent.PostgreSQLOptions
 		nil,                                      // 11: management.v1.UniversalAgent.CustomLabelsEntry
 		(*timestamppb.Timestamp)(nil),            // 12: google.protobuf.Timestamp
+		(v1.LogLevel)(0),                         // 13: inventory.v1.LogLevel
 	}
 )
 
@@ -1298,18 +1305,19 @@ var file_management_v1_agent_proto_depIdxs = []int32{
 	8,  // 0: management.v1.UniversalAgent.azure_options:type_name -> management.v1.UniversalAgent.AzureOptions
 	12, // 1: management.v1.UniversalAgent.created_at:type_name -> google.protobuf.Timestamp
 	11, // 2: management.v1.UniversalAgent.custom_labels:type_name -> management.v1.UniversalAgent.CustomLabelsEntry
-	9,  // 3: management.v1.UniversalAgent.mongo_db_options:type_name -> management.v1.UniversalAgent.MongoDBOptions
-	7,  // 4: management.v1.UniversalAgent.mysql_options:type_name -> management.v1.UniversalAgent.MySQLOptions
-	10, // 5: management.v1.UniversalAgent.postgresql_options:type_name -> management.v1.UniversalAgent.PostgreSQLOptions
-	12, // 6: management.v1.UniversalAgent.updated_at:type_name -> google.protobuf.Timestamp
-	1,  // 7: management.v1.ListAgentsResponse.agents:type_name -> management.v1.UniversalAgent
-	0,  // 8: management.v1.AgentVersions.severity:type_name -> management.v1.UpdateSeverity
-	4,  // 9: management.v1.ListAgentVersionsResponse.agent_versions:type_name -> management.v1.AgentVersions
-	10, // [10:10] is the sub-list for method output_type
-	10, // [10:10] is the sub-list for method input_type
-	10, // [10:10] is the sub-list for extension type_name
-	10, // [10:10] is the sub-list for extension extendee
-	0,  // [0:10] is the sub-list for field type_name
+	13, // 3: management.v1.UniversalAgent.log_level:type_name -> inventory.v1.LogLevel
+	9,  // 4: management.v1.UniversalAgent.mongo_db_options:type_name -> management.v1.UniversalAgent.MongoDBOptions
+	7,  // 5: management.v1.UniversalAgent.mysql_options:type_name -> management.v1.UniversalAgent.MySQLOptions
+	10, // 6: management.v1.UniversalAgent.postgresql_options:type_name -> management.v1.UniversalAgent.PostgreSQLOptions
+	12, // 7: management.v1.UniversalAgent.updated_at:type_name -> google.protobuf.Timestamp
+	1,  // 8: management.v1.ListAgentsResponse.agents:type_name -> management.v1.UniversalAgent
+	0,  // 9: management.v1.AgentVersions.severity:type_name -> management.v1.UpdateSeverity
+	4,  // 10: management.v1.ListAgentVersionsResponse.agent_versions:type_name -> management.v1.AgentVersions
+	11, // [11:11] is the sub-list for method output_type
+	11, // [11:11] is the sub-list for method input_type
+	11, // [11:11] is the sub-list for extension type_name
+	11, // [11:11] is the sub-list for extension extendee
+	0,  // [0:11] is the sub-list for field type_name
 }
 
 func init() { file_management_v1_agent_proto_init() }
diff --git a/api/management/v1/agent.pb.validate.go b/api/management/v1/agent.pb.validate.go
index 24ca2995eb..214119090c 100644
--- a/api/management/v1/agent.pb.validate.go
+++ b/api/management/v1/agent.pb.validate.go
@@ -17,6 +17,8 @@ import (
 	"unicode/utf8"
 
 	"google.golang.org/protobuf/types/known/anypb"
+
+	inventoryv1 "github.com/percona/pmm/api/inventory/v1"
 )
 
 // ensure the imports are used
@@ -33,6 +35,8 @@ var (
 	_ = (*mail.Address)(nil)
 	_ = anypb.Any{}
 	_ = sort.Sort
+
+	_ = inventoryv1.LogLevel(0)
 )
 
 // Validate checks the field values on UniversalAgent with the rules defined in
diff --git a/api/management/v1/agent.proto b/api/management/v1/agent.proto
index 05ca8b2d4b..338974cb85 100644
--- a/api/management/v1/agent.proto
+++ b/api/management/v1/agent.proto
@@ -3,6 +3,7 @@ syntax = "proto3";
 package management.v1;
 
 import "google/protobuf/timestamp.proto";
+import "inventory/v1/log_level.proto";
 
 message UniversalAgent {
   message MySQLOptions {
@@ -72,7 +73,7 @@ message UniversalAgent {
   // Listen port for scraping metrics.
   uint32 listen_port = 11;
   // Log level for exporter.
-  string log_level = 12;
+  inventory.v1.LogLevel log_level = 12;
   // Limit query length in QAN.
   int32 max_query_length = 13;
   // Limit query log size in QAN.
diff --git a/api/management/v1/json/client/management_service/list_agents_responses.go b/api/management/v1/json/client/management_service/list_agents_responses.go
index cbf07d5dfa..57d0a04d55 100644
--- a/api/management/v1/json/client/management_service/list_agents_responses.go
+++ b/api/management/v1/json/client/management_service/list_agents_responses.go
@@ -546,8 +546,11 @@ type ListAgentsOKBodyAgentsItems0 struct {
 	// Listen port for scraping metrics.
 	ListenPort int64 `json:"listen_port,omitempty"`
 
-	// Log level for exporter.
-	LogLevel string `json:"log_level,omitempty"`
+	// Log level for exporters
+	//
+	// - LOG_LEVEL_UNSPECIFIED: Auto
+	// Enum: ["LOG_LEVEL_UNSPECIFIED","LOG_LEVEL_FATAL","LOG_LEVEL_ERROR","LOG_LEVEL_WARN","LOG_LEVEL_INFO","LOG_LEVEL_DEBUG"]
+	LogLevel *string `json:"log_level,omitempty"`
 
 	// Limit query length in QAN.
 	MaxQueryLength int32 `json:"max_query_length,omitempty"`
@@ -648,6 +651,10 @@ func (o *ListAgentsOKBodyAgentsItems0) Validate(formats strfmt.Registry) error {
 		res = append(res, err)
 	}
 
+	if err := o.validateLogLevel(formats); err != nil {
+		res = append(res, err)
+	}
+
 	if err := o.validateUpdatedAt(formats); err != nil {
 		res = append(res, err)
 	}
@@ -686,6 +693,60 @@ func (o *ListAgentsOKBodyAgentsItems0) validateCreatedAt(formats strfmt.Registry
 	return nil
 }
 
+var listAgentsOkBodyAgentsItems0TypeLogLevelPropEnum []interface{}
+
+func init() {
+	var res []string
+	if err := json.Unmarshal([]byte(`["LOG_LEVEL_UNSPECIFIED","LOG_LEVEL_FATAL","LOG_LEVEL_ERROR","LOG_LEVEL_WARN","LOG_LEVEL_INFO","LOG_LEVEL_DEBUG"]`), &res); err != nil {
+		panic(err)
+	}
+	for _, v := range res {
+		listAgentsOkBodyAgentsItems0TypeLogLevelPropEnum = append(listAgentsOkBodyAgentsItems0TypeLogLevelPropEnum, v)
+	}
+}
+
+const (
+
+	// ListAgentsOKBodyAgentsItems0LogLevelLOGLEVELUNSPECIFIED captures enum value "LOG_LEVEL_UNSPECIFIED"
+	ListAgentsOKBodyAgentsItems0LogLevelLOGLEVELUNSPECIFIED string = "LOG_LEVEL_UNSPECIFIED"
+
+	// ListAgentsOKBodyAgentsItems0LogLevelLOGLEVELFATAL captures enum value "LOG_LEVEL_FATAL"
+	ListAgentsOKBodyAgentsItems0LogLevelLOGLEVELFATAL string = "LOG_LEVEL_FATAL"
+
+	// ListAgentsOKBodyAgentsItems0LogLevelLOGLEVELERROR captures enum value "LOG_LEVEL_ERROR"
+	ListAgentsOKBodyAgentsItems0LogLevelLOGLEVELERROR string = "LOG_LEVEL_ERROR"
+
+	// ListAgentsOKBodyAgentsItems0LogLevelLOGLEVELWARN captures enum value "LOG_LEVEL_WARN"
+	ListAgentsOKBodyAgentsItems0LogLevelLOGLEVELWARN string = "LOG_LEVEL_WARN"
+
+	// ListAgentsOKBodyAgentsItems0LogLevelLOGLEVELINFO captures enum value "LOG_LEVEL_INFO"
+	ListAgentsOKBodyAgentsItems0LogLevelLOGLEVELINFO string = "LOG_LEVEL_INFO"
+
+	// ListAgentsOKBodyAgentsItems0LogLevelLOGLEVELDEBUG captures enum value "LOG_LEVEL_DEBUG"
+	ListAgentsOKBodyAgentsItems0LogLevelLOGLEVELDEBUG string = "LOG_LEVEL_DEBUG"
+)
+
+// prop value enum
+func (o *ListAgentsOKBodyAgentsItems0) validateLogLevelEnum(path, location string, value string) error {
+	if err := validate.EnumCase(path, location, value, listAgentsOkBodyAgentsItems0TypeLogLevelPropEnum, true); err != nil {
+		return err
+	}
+	return nil
+}
+
+func (o *ListAgentsOKBodyAgentsItems0) validateLogLevel(formats strfmt.Registry) error {
+	if swag.IsZero(o.LogLevel) { // not required
+		return nil
+	}
+
+	// value enum
+	if err := o.validateLogLevelEnum("log_level", "body", *o.LogLevel); err != nil {
+		return err
+	}
+
+	return nil
+}
+
 func (o *ListAgentsOKBodyAgentsItems0) validateUpdatedAt(formats strfmt.Registry) error {
 	if swag.IsZero(o.UpdatedAt) { // not required
 		return nil
diff --git a/api/management/v1/json/client/management_service/list_services_responses.go b/api/management/v1/json/client/management_service/list_services_responses.go
index c18a94bd4f..47af72c35e 100644
--- a/api/management/v1/json/client/management_service/list_services_responses.go
+++ b/api/management/v1/json/client/management_service/list_services_responses.go
@@ -798,8 +798,11 @@ type ListServicesOKBodyServicesItems0AgentsItems0 struct {
 	// Listen port for scraping metrics.
 	ListenPort int64 `json:"listen_port,omitempty"`
 
-	// Log level for exporter.
-	LogLevel string `json:"log_level,omitempty"`
+	// Log level for exporters
+	//
+	// - LOG_LEVEL_UNSPECIFIED: Auto
+	// Enum: ["LOG_LEVEL_UNSPECIFIED","LOG_LEVEL_FATAL","LOG_LEVEL_ERROR","LOG_LEVEL_WARN","LOG_LEVEL_INFO","LOG_LEVEL_DEBUG"]
+	LogLevel *string `json:"log_level,omitempty"`
 
 	// Limit query length in QAN.
 	MaxQueryLength int32 `json:"max_query_length,omitempty"`
@@ -900,6 +903,10 @@ func (o *ListServicesOKBodyServicesItems0AgentsItems0) Validate(formats strfmt.R
 		res = append(res, err)
 	}
 
+	if err := o.validateLogLevel(formats); err != nil {
+		res = append(res, err)
+	}
+
 	if err := o.validateUpdatedAt(formats); err != nil {
 		res = append(res, err)
 	}
@@ -938,6 +945,60 @@ func (o *ListServicesOKBodyServicesItems0AgentsItems0) validateCreatedAt(formats
 	return nil
 }
 
+var listServicesOkBodyServicesItems0AgentsItems0TypeLogLevelPropEnum []interface{}
+
+func init() {
+	var res []string
+	if err := json.Unmarshal([]byte(`["LOG_LEVEL_UNSPECIFIED","LOG_LEVEL_FATAL","LOG_LEVEL_ERROR","LOG_LEVEL_WARN","LOG_LEVEL_INFO","LOG_LEVEL_DEBUG"]`), &res); err != nil {
+		panic(err)
+	}
+	for _, v := range res {
+		listServicesOkBodyServicesItems0AgentsItems0TypeLogLevelPropEnum = append(listServicesOkBodyServicesItems0AgentsItems0TypeLogLevelPropEnum, v)
+	}
+}
+
+const (
+
+	// ListServicesOKBodyServicesItems0AgentsItems0LogLevelLOGLEVELUNSPECIFIED captures enum value "LOG_LEVEL_UNSPECIFIED"
+	ListServicesOKBodyServicesItems0AgentsItems0LogLevelLOGLEVELUNSPECIFIED string = "LOG_LEVEL_UNSPECIFIED"
+
+	// ListServicesOKBodyServicesItems0AgentsItems0LogLevelLOGLEVELFATAL captures enum value "LOG_LEVEL_FATAL"
+	ListServicesOKBodyServicesItems0AgentsItems0LogLevelLOGLEVELFATAL string = "LOG_LEVEL_FATAL"
+
+	// ListServicesOKBodyServicesItems0AgentsItems0LogLevelLOGLEVELERROR captures enum value "LOG_LEVEL_ERROR"
+	ListServicesOKBodyServicesItems0AgentsItems0LogLevelLOGLEVELERROR string = "LOG_LEVEL_ERROR"
+
+	// ListServicesOKBodyServicesItems0AgentsItems0LogLevelLOGLEVELWARN captures enum value "LOG_LEVEL_WARN"
+	ListServicesOKBodyServicesItems0AgentsItems0LogLevelLOGLEVELWARN string = "LOG_LEVEL_WARN"
+
+	// ListServicesOKBodyServicesItems0AgentsItems0LogLevelLOGLEVELINFO captures enum value "LOG_LEVEL_INFO"
+	ListServicesOKBodyServicesItems0AgentsItems0LogLevelLOGLEVELINFO string = "LOG_LEVEL_INFO"
+
+	// ListServicesOKBodyServicesItems0AgentsItems0LogLevelLOGLEVELDEBUG captures enum value "LOG_LEVEL_DEBUG"
+	ListServicesOKBodyServicesItems0AgentsItems0LogLevelLOGLEVELDEBUG string = "LOG_LEVEL_DEBUG"
+)
+
+// prop value enum
+func (o *ListServicesOKBodyServicesItems0AgentsItems0) validateLogLevelEnum(path, location string, value string) error {
+	if err := validate.EnumCase(path, location, value, listServicesOkBodyServicesItems0AgentsItems0TypeLogLevelPropEnum, true); err != nil {
+		return err
+	}
+	return nil
+}
+
+func (o *ListServicesOKBodyServicesItems0AgentsItems0) validateLogLevel(formats strfmt.Registry) error {
+	if swag.IsZero(o.LogLevel) { // not required
+		return nil
+	}
+
+	// value enum
+	if err := o.validateLogLevelEnum("log_level", "body", *o.LogLevel); err != nil {
+		return err
+	}
+
+	return nil
+}
+
 func (o *ListServicesOKBodyServicesItems0AgentsItems0) validateUpdatedAt(formats strfmt.Registry) error {
 	if swag.IsZero(o.UpdatedAt) { // not required
 		return nil
diff --git a/api/management/v1/json/v1.json b/api/management/v1/json/v1.json
index 46faec53a7..a18cf4b5aa 100644
--- a/api/management/v1/json/v1.json
+++ b/api/management/v1/json/v1.json
@@ -139,8 +139,18 @@
                         "x-order": 10
                       },
                       "log_level": {
-                        "description": "Log level for exporter.",
+                        "description": "- LOG_LEVEL_UNSPECIFIED: Auto",
                         "type": "string",
+                        "title": "Log level for exporters",
+                        "default": "LOG_LEVEL_UNSPECIFIED",
+                        "enum": [
+                          "LOG_LEVEL_UNSPECIFIED",
+                          "LOG_LEVEL_FATAL",
+                          "LOG_LEVEL_ERROR",
+                          "LOG_LEVEL_WARN",
+                          "LOG_LEVEL_INFO",
+                          "LOG_LEVEL_DEBUG"
+                        ],
                         "x-order": 11
                       },
                       "max_query_length": {
@@ -1623,8 +1633,18 @@
                               "x-order": 10
                             },
                             "log_level": {
-                              "description": "Log level for exporter.",
+                              "description": "- LOG_LEVEL_UNSPECIFIED: Auto",
                               "type": "string",
+                              "title": "Log level for exporters",
+                              "default": "LOG_LEVEL_UNSPECIFIED",
+                              "enum": [
+                                "LOG_LEVEL_UNSPECIFIED",
+                                "LOG_LEVEL_FATAL",
+                                "LOG_LEVEL_ERROR",
+                                "LOG_LEVEL_WARN",
+                                "LOG_LEVEL_INFO",
+                                "LOG_LEVEL_DEBUG"
+                              ],
                               "x-order": 11
                             },
                             "max_query_length": {
diff --git a/managed/services/converters.go b/managed/services/converters.go
index f09787fb40..41fe35af48 100644
--- a/managed/services/converters.go
+++ b/managed/services/converters.go
@@ -27,6 +27,7 @@ import (
 
 	"github.com/percona/pmm/api/common"
 	inventoryv1 "github.com/percona/pmm/api/inventory/v1"
+	"github.com/percona/pmm/api/inventory/v1/types"
 	"github.com/percona/pmm/managed/models"
 )
 
@@ -239,7 +240,7 @@ func ToAPIAgent(q *reform.Querier, agent *models.Agent) (inventoryv1.Agent, erro
 			PushMetricsEnabled: agent.PushMetrics,
 			DisabledCollectors: agent.DisabledCollectors,
 			ProcessExecPath:    processExecPath,
-			LogLevel:           inventoryv1.LogLevel(inventoryv1.LogLevel_value[pointer.GetString(agent.LogLevel)]),
+			LogLevel:           types.LogLevelAPIValue(agent.LogLevel),
 			ExposeExporter:     agent.ExposeExporter,
 			MetricsResolutions: ConvertMetricsResolutions(agent.MetricsResolutions),
 		}, nil
@@ -262,7 +263,7 @@ func ToAPIAgent(q *reform.Querier, agent *models.Agent) (inventoryv1.Agent, erro
 			PushMetricsEnabled:        agent.PushMetrics,
 			DisabledCollectors:        agent.DisabledCollectors,
 			ProcessExecPath:           processExecPath,
-			LogLevel:                  inventoryv1.LogLevel(inventoryv1.LogLevel_value[pointer.GetString(agent.LogLevel)]),
+			LogLevel:                  types.LogLevelAPIValue(agent.LogLevel),
 			ExposeExporter:            agent.ExposeExporter,
 			MetricsResolutions:        ConvertMetricsResolutions(agent.MetricsResolutions),
 		}, nil
@@ -282,7 +283,7 @@ func ToAPIAgent(q *reform.Querier, agent *models.Agent) (inventoryv1.Agent, erro
 			PushMetricsEnabled: agent.PushMetrics,
 			DisabledCollectors: agent.DisabledCollectors,
 			ProcessExecPath:    processExecPath,
-			LogLevel:           inventoryv1.LogLevel(inventoryv1.LogLevel_value[pointer.GetString(agent.LogLevel)]),
+			LogLevel:           types.LogLevelAPIValue(agent.LogLevel),
 			ExposeExporter:     agent.ExposeExporter,
 			MetricsResolutions: ConvertMetricsResolutions(agent.MetricsResolutions),
 		}
@@ -308,7 +309,7 @@ func ToAPIAgent(q *reform.Querier, agent *models.Agent) (inventoryv1.Agent, erro
 			PushMetricsEnabled: agent.PushMetrics,
 			DisabledCollectors: agent.DisabledCollectors,
 			ProcessExecPath:    processExecPath,
-			LogLevel:           inventoryv1.LogLevel(inventoryv1.LogLevel_value[pointer.GetString(agent.LogLevel)]),
+			LogLevel:           types.LogLevelAPIValue(agent.LogLevel),
 			ExposeExporter:     agent.ExposeExporter,
 			MetricsResolutions: ConvertMetricsResolutions(agent.MetricsResolutions),
 		}
@@ -332,7 +333,7 @@ func ToAPIAgent(q *reform.Querier, agent *models.Agent) (inventoryv1.Agent, erro
 			QueryExamplesDisabled:  agent.QueryExamplesDisabled,
 			DisableCommentsParsing: agent.CommentsParsingDisabled,
 			ProcessExecPath:        processExecPath,
-			LogLevel:               inventoryv1.LogLevel(inventoryv1.LogLevel_value[pointer.GetString(agent.LogLevel)]),
+			LogLevel:               types.LogLevelAPIValue(agent.LogLevel),
 		}, nil
 
 	case models.QANMySQLSlowlogAgentType:
@@ -350,7 +351,7 @@ func ToAPIAgent(q *reform.Querier, agent *models.Agent) (inventoryv1.Agent, erro
 			DisableCommentsParsing: agent.CommentsParsingDisabled,
 			MaxSlowlogFileSize:     agent.MaxQueryLogSize,
 			ProcessExecPath:        processExecPath,
-			LogLevel:               inventoryv1.LogLevel(inventoryv1.LogLevel_value[pointer.GetString(agent.LogLevel)]),
+			LogLevel:               types.LogLevelAPIValue(agent.LogLevel),
 		}, nil
 
 	case models.QANMongoDBProfilerAgentType:
@@ -366,7 +367,7 @@ func ToAPIAgent(q *reform.Querier, agent *models.Agent) (inventoryv1.Agent, erro
 			TlsSkipVerify:   agent.TLSSkipVerify,
 			MaxQueryLength:  agent.MaxQueryLength,
 			ProcessExecPath: processExecPath,
-			LogLevel:        inventoryv1.LogLevel(inventoryv1.LogLevel_value[pointer.GetString(agent.LogLevel)]),
+			LogLevel:        types.LogLevelAPIValue(agent.LogLevel),
 			// TODO QueryExamplesDisabled https://jira.percona.com/browse/PMM-4650
 		}, nil
 
@@ -385,7 +386,7 @@ func ToAPIAgent(q *reform.Querier, agent *models.Agent) (inventoryv1.Agent, erro
 			PushMetricsEnabled: agent.PushMetrics,
 			DisabledCollectors: agent.DisabledCollectors,
 			ProcessExecPath:    processExecPath,
-			LogLevel:           inventoryv1.LogLevel(inventoryv1.LogLevel_value[pointer.GetString(agent.LogLevel)]),
+			LogLevel:           types.LogLevelAPIValue(agent.LogLevel),
 			ExposeExporter:     agent.ExposeExporter,
 			MetricsResolutions: ConvertMetricsResolutions(agent.MetricsResolutions),
 		}, nil
@@ -404,7 +405,7 @@ func ToAPIAgent(q *reform.Querier, agent *models.Agent) (inventoryv1.Agent, erro
 			Tls:                    agent.TLS,
 			TlsSkipVerify:          agent.TLSSkipVerify,
 			ProcessExecPath:        processExecPath,
-			LogLevel:               inventoryv1.LogLevel(inventoryv1.LogLevel_value[pointer.GetString(agent.LogLevel)]),
+			LogLevel:               types.LogLevelAPIValue(agent.LogLevel),
 		}, nil
 
 	case models.QANPostgreSQLPgStatMonitorAgentType:
@@ -422,7 +423,7 @@ func ToAPIAgent(q *reform.Querier, agent *models.Agent) (inventoryv1.Agent, erro
 			QueryExamplesDisabled:  agent.QueryExamplesDisabled,
 			DisableCommentsParsing: agent.CommentsParsingDisabled,
 			ProcessExecPath:        processExecPath,
-			LogLevel:               inventoryv1.LogLevel(inventoryv1.LogLevel_value[pointer.GetString(agent.LogLevel)]),
+			LogLevel:               types.LogLevelAPIValue(agent.LogLevel),
 		}, nil
 
 	case models.RDSExporterType:
@@ -439,7 +440,7 @@ func ToAPIAgent(q *reform.Querier, agent *models.Agent) (inventoryv1.Agent, erro
 			EnhancedMetricsDisabled: agent.RDSEnhancedMetricsDisabled,
 			PushMetricsEnabled:      agent.PushMetrics,
 			ProcessExecPath:         processExecPath,
-			LogLevel:                inventoryv1.LogLevel(inventoryv1.LogLevel_value[pointer.GetString(agent.LogLevel)]),
+			LogLevel:                types.LogLevelAPIValue(agent.LogLevel),
 			MetricsResolutions:      ConvertMetricsResolutions(agent.MetricsResolutions),
 		}, nil
 
@@ -477,7 +478,7 @@ func ToAPIAgent(q *reform.Querier, agent *models.Agent) (inventoryv1.Agent, erro
 			ListenPort:                  uint32(pointer.GetUint16(agent.ListenPort)),
 			CustomLabels:                labels,
 			ProcessExecPath:             processExecPath,
-			LogLevel:                    inventoryv1.LogLevel(inventoryv1.LogLevel_value[pointer.GetString(agent.LogLevel)]),
+			LogLevel:                    types.LogLevelAPIValue(agent.LogLevel),
 			MetricsResolutions:          ConvertMetricsResolutions(agent.MetricsResolutions),
 		}, nil
 
diff --git a/managed/services/management/agent.go b/managed/services/management/agent.go
index c2e74b6960..fea8c48b3e 100644
--- a/managed/services/management/agent.go
+++ b/managed/services/management/agent.go
@@ -26,6 +26,7 @@ import (
 	"google.golang.org/protobuf/types/known/timestamppb"
 	"gopkg.in/reform.v1"
 
+	"github.com/percona/pmm/api/inventory/v1/types"
 	managementv1 "github.com/percona/pmm/api/management/v1"
 	"github.com/percona/pmm/managed/models"
 	"github.com/percona/pmm/version"
@@ -134,7 +135,7 @@ func (s *ManagementService) agentToAPI(agent *models.Agent) (*managementv1.Unive
 		IsAwsSecretKeySet:              pointer.GetString(agent.AWSSecretKey) != "",
 		IsPasswordSet:                  pointer.GetString(agent.Password) != "",
 		ListenPort:                     uint32(pointer.GetUint16(agent.ListenPort)),
-		LogLevel:                       pointer.GetString(agent.LogLevel),
+		LogLevel:                       types.LogLevelAPIValue(agent.LogLevel),
 		MaxQueryLength:                 agent.MaxQueryLength,
 		MaxQueryLogSize:                agent.MaxQueryLogSize,
 		MetricsPath:                    pointer.GetString(agent.MetricsPath),
diff --git a/utils/enums/enums.go b/utils/enums/enums.go
new file mode 100644
index 0000000000..9562a943a1
--- /dev/null
+++ b/utils/enums/enums.go
@@ -0,0 +1,14 @@
+package enums
+
+import (
+	"fmt"
+	"strings"
+)
+
+// ConvertEnum converts flag value to value supported by API.
+func ConvertEnum(prefix string, value string) string {
+	if value == "" {
+		return ""
+	}
+	return fmt.Sprintf("%s_%s", prefix, strings.ToUpper(value))
+}