diff --git a/pkg/config/dbmanager.go b/pkg/config/dbmanager.go
index 681f93c..c56b8af 100644
--- a/pkg/config/dbmanager.go
+++ b/pkg/config/dbmanager.go
@@ -2,6 +2,9 @@ package config
 
 import (
 	"fmt"
+	"net/url"
+	"strconv"
+	"strings"
 	"time"
 )
 
@@ -91,6 +94,160 @@ func (c *DBManagerConfig) ToManagerConfig() interface{} {
 	return c
 }
 
+// PopulateFromDSN parses a DSN and populates the connection fields
+func (cc *DBConnectionConfig) PopulateFromDSN() error {
+	if cc.DSN == "" {
+		return nil // Nothing to populate
+	}
+
+	switch cc.Type {
+	case "postgres":
+		return cc.populatePostgresDSN()
+	case "mongodb":
+		return cc.populateMongoDSN()
+	case "mssql":
+		return cc.populateMSSQLDSN()
+	case "sqlite":
+		return cc.populateSQLiteDSN()
+	default:
+		return fmt.Errorf("cannot parse DSN for unsupported database type: %s", cc.Type)
+	}
+}
+
+// populatePostgresDSN parses PostgreSQL DSN format
+// Example: host=localhost port=5432 user=postgres password=secret dbname=mydb sslmode=disable
+func (cc *DBConnectionConfig) populatePostgresDSN() error {
+	parts := strings.Fields(cc.DSN)
+	for _, part := range parts {
+		kv := strings.SplitN(part, "=", 2)
+		if len(kv) != 2 {
+			continue
+		}
+		key, value := kv[0], kv[1]
+
+		switch key {
+		case "host":
+			cc.Host = value
+		case "port":
+			port, err := strconv.Atoi(value)
+			if err != nil {
+				return fmt.Errorf("invalid port in DSN: %w", err)
+			}
+			cc.Port = port
+		case "user":
+			cc.User = value
+		case "password":
+			cc.Password = value
+		case "dbname":
+			cc.Database = value
+		case "sslmode":
+			cc.SSLMode = value
+		case "search_path":
+			cc.Schema = value
+		}
+	}
+	return nil
+}
+
+// populateMongoDSN parses MongoDB DSN format
+// Example: mongodb://user:password@host:port/database?authSource=admin&replicaSet=rs0
+func (cc *DBConnectionConfig) populateMongoDSN() error {
+	u, err := url.Parse(cc.DSN)
+	if err != nil {
+		return fmt.Errorf("invalid MongoDB DSN: %w", err)
+	}
+
+	// Extract user and password
+	if u.User != nil {
+		cc.User = u.User.Username()
+		if password, ok := u.User.Password(); ok {
+			cc.Password = password
+		}
+	}
+
+	// Extract host and port
+	if u.Host != "" {
+		host := u.Host
+		if strings.Contains(host, ":") {
+			hostPort := strings.SplitN(host, ":", 2)
+			cc.Host = hostPort[0]
+			if port, err := strconv.Atoi(hostPort[1]); err == nil {
+				cc.Port = port
+			}
+		} else {
+			cc.Host = host
+		}
+	}
+
+	// Extract database
+	if u.Path != "" {
+		cc.Database = strings.TrimPrefix(u.Path, "/")
+	}
+
+	// Extract query parameters
+	params := u.Query()
+	if authSource := params.Get("authSource"); authSource != "" {
+		cc.AuthSource = authSource
+	}
+	if replicaSet := params.Get("replicaSet"); replicaSet != "" {
+		cc.ReplicaSet = replicaSet
+	}
+	if readPref := params.Get("readPreference"); readPref != "" {
+		cc.ReadPreference = readPref
+	}
+
+	return nil
+}
+
+// populateMSSQLDSN parses MSSQL DSN format
+// Example: sqlserver://username:password@host:port?database=dbname&schema=dbo
+func (cc *DBConnectionConfig) populateMSSQLDSN() error {
+	u, err := url.Parse(cc.DSN)
+	if err != nil {
+		return fmt.Errorf("invalid MSSQL DSN: %w", err)
+	}
+
+	// Extract user and password
+	if u.User != nil {
+		cc.User = u.User.Username()
+		if password, ok := u.User.Password(); ok {
+			cc.Password = password
+		}
+	}
+
+	// Extract host and port
+	if u.Host != "" {
+		host := u.Host
+		if strings.Contains(host, ":") {
+			hostPort := strings.SplitN(host, ":", 2)
+			cc.Host = hostPort[0]
+			if port, err := strconv.Atoi(hostPort[1]); err == nil {
+				cc.Port = port
+			}
+		} else {
+			cc.Host = host
+		}
+	}
+
+	// Extract query parameters
+	params := u.Query()
+	if database := params.Get("database"); database != "" {
+		cc.Database = database
+	}
+	if schema := params.Get("schema"); schema != "" {
+		cc.Schema = schema
+	}
+
+	return nil
+}
+
+// populateSQLiteDSN parses SQLite DSN format
+// Example: /path/to/database.db or :memory:
+func (cc *DBConnectionConfig) populateSQLiteDSN() error {
+	cc.FilePath = cc.DSN
+	return nil
+}
+
 // Validate validates the DBManager configuration
 func (c *DBManagerConfig) Validate() error {
 	if len(c.Connections) == 0 {