diff --git a/packages/saber/lib/index.js b/packages/saber/lib/index.js
index 398c52509..a65a482d7 100644
--- a/packages/saber/lib/index.js
+++ b/packages/saber/lib/index.js
@@ -168,7 +168,7 @@ class Saber {
     }
 
     for (const plugin of userPlugins) {
-      this.applyPlugin(plugin, plugin.options, plugin.__path)
+      this.applyPlugin(plugin, plugin.options, plugin.location)
     }
 
     await this.hooks.afterPlugins.promise()
@@ -214,32 +214,46 @@ class Saber {
 
   getUserPlugins() {
     // Plugins that are specified in user config, a.k.a. saber-config.js etc
-    let plugins =
+    const plugins =
       this.configDir && this.config.plugins
         ? this.config.plugins.map(p => {
             if (typeof p === 'string') {
               p = { resolve: p }
             }
 
-            p.resolve = resolveFrom(this.configDir, p.resolve)
-            return p
+            const location = resolveFrom(this.configDir, p.resolve)
+
+            const plugin = require(location)
+            plugin.location = location
+            plugin.options = p.option
+
+            return plugin
           })
         : []
 
-    plugins = plugins.map(({ resolve, options }) => {
-      const plugin = require(resolve)
-      plugin.__path = resolve
-      plugin.options = options
-      if (plugin.filterPlugins) {
-        this.hooks.filterPlugins.tap(plugin.name, plugins =>
-          plugin.filterPlugins(plugins, options)
-        )
+    const applyFilterPlugins = plugins => {
+      const handlers = new Set()
+
+      for (const plugin of plugins) {
+        const { filterPlugins, options } = plugin
+        if (filterPlugins) {
+          delete plugin.filterPlugins
+          handlers.add(plugins => filterPlugins(plugins, options))
+        }
       }
 
-      return plugin
-    })
+      if (handlers.size > 0) {
+        for (const handler of handlers) {
+          plugins = handler(plugins)
+        }
+
+        return applyFilterPlugins(plugins)
+      }
+
+      return plugins
+    }
 
-    return this.hooks.filterPlugins.call(plugins)
+    return applyFilterPlugins(this.hooks.filterPlugins.call(plugins))
   }
 
   resolveCache(...args) {
diff --git a/packages/saber/lib/plugins/extend-node-api.js b/packages/saber/lib/plugins/extend-node-api.js
index c67f736db..cdd087045 100644
--- a/packages/saber/lib/plugins/extend-node-api.js
+++ b/packages/saber/lib/plugins/extend-node-api.js
@@ -22,40 +22,39 @@ exports.apply = api => {
     updateNodeApi()
 
     const getHookHandler = hookName => nodeApi[hookName] || __noopHandler__
-
-    api.hooks.beforePlugins.tapPromise(nodeApiId, () => {
-      const hookHandler = getHookHandler('beforePlugins')
-      if (hookHandler.name !== '__noopHandler__') {
-        log.verbose(() => `beforePlugins ${colors.dim(`(${nodeApiId})`)}`)
+    const addHook = hookName => {
+      const hook = api.hooks[hookName]
+      if (hook) {
+        const tapType = hook.call ? 'tap' : 'tapPromise'
+        hook[tapType](nodeApiId, (...args) => {
+          const hookHandler = getHookHandler(hookName)
+          if (hookHandler.name !== '__noopHandler__') {
+            log.verbose(() => `${hookName} ${colors.dim(`(${nodeApiId})`)}`)
+          }
+
+          if (tapType === 'tap') {
+            return hookHandler.call(api, ...args)
+          }
+
+          return Promise.resolve(hookHandler.call(api, ...args))
+        })
       }
+    }
 
-      return Promise.resolve(hookHandler.call(api))
-    })
+    // Hooks that should be added before `afterPlugins` hook
+    const preHooks = ['beforePlugins', 'filterPlugins']
+
+    for (const preHook of preHooks) {
+      addHook(preHook)
+    }
 
     api.hooks.afterPlugins.tap(nodeApiId, () => {
       for (const hookName of Object.keys(api.hooks)) {
-        if (hookName === 'beforePlugins') {
+        if (preHooks.includes(hookName)) {
           continue
         }
 
-        const hook = api.hooks[hookName]
-        if (hook) {
-          const tapType = hook.call ? 'tap' : 'tapPromise'
-          hook[tapType](nodeApiId, (...args) => {
-            const hookHandler = getHookHandler(hookName)
-            const result = hookHandler.call(api, ...args)
-
-            if (hookHandler.name !== '__noopHandler__') {
-              log.verbose(() => `${hookName} ${colors.dim(`(${nodeApiId})`)}`)
-            }
-
-            if (tapType === 'tapPromise') {
-              return Promise.resolve(result)
-            }
-
-            return result
-          })
-        }
+        addHook(hookName)
       }
     })
 
diff --git a/website/pages/docs/plugin-api.md b/website/pages/docs/plugin-api.md
index d272f6620..08d6247c8 100644
--- a/website/pages/docs/plugin-api.md
+++ b/website/pages/docs/plugin-api.md
@@ -23,7 +23,22 @@ A function to invoke.
 
 ### filterPlugins
 
-- Type: `(plugins: Plugins[], options: any) => Plugins[]`
+- Type: `FilterPlugins`
 - Required: `false`
 
 Filter the plugins, you can use it to add or remove plugins.
+
+```ts
+type FilterPlugins = (plugins: Plugin[], options: any) => Plugins[]
+
+interface Plugin {
+  /* Plugin name */
+  name: string
+  apply: (api: SaberInstance, options?: any) => void
+  filterPlugins: FilterPlugins
+  /* Plugin options */
+  options?: any
+  /* The path to the plugin, only used in logs */
+  location?: string
+}
+```
diff --git a/website/pages/docs/saber-instance.md b/website/pages/docs/saber-instance.md
index 1f863195d..2d9caa6b4 100644
--- a/website/pages/docs/saber-instance.md
+++ b/website/pages/docs/saber-instance.md
@@ -99,18 +99,27 @@ Depending on the hook type, `tapAsync` and `tapPromise` may also be available. H
 
 Called to filter plugins.
 
+This hook is __only__ available `saber-node.js`.
+
 ```ts
 interface Plugin {
+  /* Plugin name */
   name: string
   apply: (api: SaberInstance, options?: any) => void
+  /* Plugin options */
   options?: any
+  /* The path to the plugin, only used in logs */
+  location?: string
 }
 ```
 
+
 ### `beforePlugins`
 
 - Hook Type: `AsyncSeriesHook`
 
+This hook is __only__ available `saber-node.js`.
+
 Called before loading user plugins.
 
 ### `afterPlugins`