diff --git a/src/DataCollector/PDO/PDOCollector.php b/src/DataCollector/PDO/PDOCollector.php
new file mode 100644
index 0000000..b9767a5
--- /dev/null
+++ b/src/DataCollector/PDO/PDOCollector.php
@@ -0,0 +1,24 @@
+<?php
+
+namespace WebmanTech\Debugbar\DataCollector\PDO;
+
+use DebugBar\DataCollector\PDO\TraceablePDO as DebugbarTraceablePDO;
+use DebugBar\DataCollector\TimeDataCollector;
+
+class PDOCollector extends \DebugBar\DataCollector\PDO\PDOCollector
+{
+    /**
+     * @inheritDoc
+     */
+    protected function collectPDO(DebugbarTraceablePDO $pdo, TimeDataCollector $timeCollector = null, $connectionName = null)
+    {
+        $data = parent::collectPDO($pdo, $timeCollector, $connectionName);
+
+        if ($pdo instanceof TraceablePDO) {
+            // 清除历史记录，否则在 webman 常驻内存的情况下会有历史累计
+            $pdo->cleanExecutedStatements();
+        }
+
+        return $data;
+    }
+}
\ No newline at end of file
diff --git a/src/DataCollector/PDO/TraceablePDO.php b/src/DataCollector/PDO/TraceablePDO.php
new file mode 100644
index 0000000..623e08e
--- /dev/null
+++ b/src/DataCollector/PDO/TraceablePDO.php
@@ -0,0 +1,15 @@
+<?php
+
+namespace WebmanTech\Debugbar\DataCollector\PDO;
+
+class TraceablePDO extends \DebugBar\DataCollector\PDO\TraceablePDO
+{
+    /**
+     * 清空历史
+     * @return void
+     */
+    public function cleanExecutedStatements()
+    {
+        $this->executedStatements = [];
+    }
+}
\ No newline at end of file
diff --git a/src/DataCollector/ThinkPdoCollector.php b/src/DataCollector/ThinkPdoCollector.php
index 7f3b758..c3038f9 100644
--- a/src/DataCollector/ThinkPdoCollector.php
+++ b/src/DataCollector/ThinkPdoCollector.php
@@ -2,11 +2,11 @@
 
 namespace WebmanTech\Debugbar\DataCollector;
 
-use DebugBar\DataCollector\PDO\PDOCollector;
-use DebugBar\DataCollector\PDO\TraceablePDO;
 use DebugBar\DataCollector\TimeDataCollector;
 use think\db\PDOConnection;
 use think\facade\Db;
+use WebmanTech\Debugbar\DataCollector\PDO\PDOCollector;
+use WebmanTech\Debugbar\DataCollector\PDO\TraceablePDO;
 
 class ThinkPdoCollector extends PDOCollector
 {
@@ -21,11 +21,41 @@ public function __construct(array $thinkOrmConfig = [], TimeDataCollector $timeC
         $connectionNames[] = $config['default'] ?? '';
         $connectionNames = array_unique($connectionNames);
 
-        foreach ($connectionNames as $name) {
-            $connection = Db::connect($name);
+        foreach ($connectionNames as $connectionName) {
+            $connection = Db::connect($connectionName);
             if ($connection instanceof PDOConnection) {
-                $pdo = $connection->connect();
-                $this->addConnection(new TraceablePDO($pdo), $name);
+                $dbConfig = $config['connections'][$connectionName] ?? [];
+                if (!empty($dbConfig['deploy'])) {
+                    /**
+                     * 分布式支持
+                     * @link https://doc.thinkphp.cn/v8_0/distributed.html
+                     * @see PDOConnection::multiConnect()
+                     */
+                    $multiConfig = [];
+                    foreach (['username', 'password', 'hostname', 'hostport', 'database', 'dsn', 'charset'] as $name) {
+                        $dbConfig[$name] = $dbConfig[$name] ?? '';
+                        $multiConfig[$name] = is_string($dbConfig[$name]) ? explode(',', $dbConfig[$name]) : $dbConfig[$name];
+                    }
+                    $multiDBConfig = [];
+                    foreach ($multiConfig['hostname'] as $index => $hostname) {
+                        $tempConfig = [];
+                        foreach (['username', 'password', 'hostname', 'hostport', 'database', 'dsn', 'charset'] as $name) {
+                            $tempConfig[$name] = $multiConfig[$name][$index] ?? $multiConfig[$name][0];
+                        }
+                        $multiDBConfig[] = [
+                            'hostname' => $hostname,
+                            'config' => $tempConfig,
+                        ];
+                    }
+                    foreach ($multiDBConfig as $index => $item) {
+                        $pdo = $connection->connect($item['config'], $index);
+                        $this->addConnection(new TraceablePDO($pdo), $connectionName . ':' . $item['hostname']);
+                    }
+                } else {
+                    // 单机
+                    $pdo = $connection->connect();
+                    $this->addConnection(new TraceablePDO($pdo), $connectionName);
+                }
             }
         }