diff --git a/changelog.d/ldap-password-change.add b/changelog.d/ldap-password-change.add
new file mode 100644
index 000000000..7ca555ee4
--- /dev/null
+++ b/changelog.d/ldap-password-change.add
@@ -0,0 +1 @@
+LDAP now supports users changing their passwords
diff --git a/installation/openldap/pw_self_service.ldif b/installation/openldap/pw_self_service.ldif
new file mode 100644
index 000000000..463dabbfb
--- /dev/null
+++ b/installation/openldap/pw_self_service.ldif
@@ -0,0 +1,7 @@
+dn: olcDatabase={1}mdb,cn=config
+changetype: modify
+add: olcAccess
+olcAccess: {1}to attrs=userPassword
+  by self write
+  by anonymous auth
+  by * none
diff --git a/lib/pleroma/ldap.ex b/lib/pleroma/ldap.ex
index 46a2d0c17..b591c2918 100644
--- a/lib/pleroma/ldap.ex
+++ b/lib/pleroma/ldap.ex
@@ -15,6 +15,14 @@ defmodule Pleroma.LDAP do
     GenServer.start_link(__MODULE__, [], name: __MODULE__)
   end
 
+  def bind_user(name, password) do
+    GenServer.call(__MODULE__, {:bind_user, name, password})
+  end
+
+  def change_password(name, password, new_password) do
+    GenServer.call(__MODULE__, {:change_password, name, password, new_password})
+  end
+
   @impl true
   def init(state) do
     case {Config.get(Pleroma.Web.Auth.Authenticator), Config.get([:ldap, :enabled])} do
@@ -47,13 +55,42 @@ defmodule Pleroma.LDAP do
   def handle_info(:connect, _state), do: do_handle_connect()
 
   def handle_info({:bind_after_reconnect, name, password, from}, state) do
-    result = bind_user(state[:handle], name, password)
+    result = do_bind_user(state[:handle], name, password)
 
     GenServer.reply(from, result)
 
     {:noreply, state}
   end
 
+  @impl true
+  def handle_call({:bind_user, name, password}, from, state) do
+    case do_bind_user(state[:handle], name, password) do
+      :needs_reconnect ->
+        Process.send(self(), {:bind_after_reconnect, name, password, from}, [])
+        {:noreply, state, {:continue, :connect}}
+
+      result ->
+        {:reply, result, state, :hibernate}
+    end
+  end
+
+  def handle_call({:change_password, name, password, new_password}, _from, state) do
+    result = change_password(state[:handle], name, password, new_password)
+
+    {:reply, result, state, :hibernate}
+  end
+
+  @impl true
+  def terminate(_, state) do
+    handle = Keyword.get(state, :handle)
+
+    if not is_nil(handle) do
+      :eldap.close(handle)
+    end
+
+    :ok
+  end
+
   defp do_handle_connect do
     state =
       case connect() do
@@ -71,33 +108,6 @@ defmodule Pleroma.LDAP do
     {:noreply, state}
   end
 
-  @impl true
-  def handle_call({:bind_user, name, password}, from, state) do
-    case bind_user(state[:handle], name, password) do
-      :needs_reconnect ->
-        Process.send(self(), {:bind_after_reconnect, name, password, from}, [])
-        {:noreply, state, {:continue, :connect}}
-
-      result ->
-        {:reply, result, state, :hibernate}
-    end
-  end
-
-  @impl true
-  def terminate(_, state) do
-    handle = Keyword.get(state, :handle)
-
-    if not is_nil(handle) do
-      :eldap.close(handle)
-    end
-
-    :ok
-  end
-
-  def bind_user(name, password) do
-    GenServer.call(__MODULE__, {:bind_user, name, password})
-  end
-
   defp connect do
     ldap = Config.get(:ldap, [])
     host = Keyword.get(ldap, :host, "localhost")
@@ -161,18 +171,17 @@ defmodule Pleroma.LDAP do
     end
   end
 
-  defp bind_user(handle, name, password) do
-    uid = Config.get([:ldap, :uid], "cn")
-    base = Config.get([:ldap, :base])
+  defp do_bind_user(handle, name, password) do
+    dn = make_dn(name)
 
-    case :eldap.simple_bind(handle, "#{uid}=#{name},#{base}", password) do
+    case :eldap.simple_bind(handle, dn, password) do
       :ok ->
         case fetch_user(name) do
           %User{} = user ->
             user
 
           _ ->
-            register_user(handle, base, uid, name)
+            register_user(handle, ldap_base(), ldap_uid(), name)
         end
 
       # eldap does not inform us of socket closure
@@ -231,6 +240,14 @@ defmodule Pleroma.LDAP do
     end
   end
 
+  defp change_password(handle, name, password, new_password) do
+    dn = make_dn(name)
+
+    with :ok <- :eldap.simple_bind(handle, dn, password) do
+      :eldap.modify_password(handle, dn, to_charlist(new_password), to_charlist(password))
+    end
+  end
+
   defp decode_certfile(file) do
     with {:ok, data} <- File.read(file) do
       data
@@ -242,4 +259,13 @@ defmodule Pleroma.LDAP do
         []
     end
   end
+
+  defp ldap_uid, do: to_charlist(Config.get([:ldap, :uid], "cn"))
+  defp ldap_base, do: to_charlist(Config.get([:ldap, :base]))
+
+  defp make_dn(name) do
+    uid = ldap_uid()
+    base = ldap_base()
+    ~c"#{uid}=#{name},#{base}"
+  end
 end
diff --git a/lib/pleroma/web/auth/authenticator.ex b/lib/pleroma/web/auth/authenticator.ex
index 01bf1575c..95be892cd 100644
--- a/lib/pleroma/web/auth/authenticator.ex
+++ b/lib/pleroma/web/auth/authenticator.ex
@@ -10,4 +10,9 @@ defmodule Pleroma.Web.Auth.Authenticator do
   @callback handle_error(Plug.Conn.t(), any()) :: any()
   @callback auth_template() :: String.t() | nil
   @callback oauth_consumer_template() :: String.t() | nil
+
+  @callback change_password(Pleroma.User.t(), String.t(), String.t(), String.t()) ::
+              {:ok, Pleroma.User.t()} | {:error, term()}
+
+  @optional_callbacks change_password: 4
 end
diff --git a/lib/pleroma/web/auth/ldap_authenticator.ex b/lib/pleroma/web/auth/ldap_authenticator.ex
index 7eb06183d..ec6601fb9 100644
--- a/lib/pleroma/web/auth/ldap_authenticator.ex
+++ b/lib/pleroma/web/auth/ldap_authenticator.ex
@@ -30,4 +30,13 @@ defmodule Pleroma.Web.Auth.LDAPAuthenticator do
         error
     end
   end
+
+  def change_password(user, password, new_password, new_password) do
+    case LDAP.change_password(user.nickname, password, new_password) do
+      :ok -> {:ok, user}
+      e -> e
+    end
+  end
+
+  def change_password(_, _, _, _), do: {:error, :password_confirmation}
 end
diff --git a/lib/pleroma/web/auth/pleroma_authenticator.ex b/lib/pleroma/web/auth/pleroma_authenticator.ex
index 09a58eb66..0da3f19fc 100644
--- a/lib/pleroma/web/auth/pleroma_authenticator.ex
+++ b/lib/pleroma/web/auth/pleroma_authenticator.ex
@@ -6,6 +6,7 @@ defmodule Pleroma.Web.Auth.PleromaAuthenticator do
   alias Pleroma.Registration
   alias Pleroma.Repo
   alias Pleroma.User
+  alias Pleroma.Web.CommonAPI
   alias Pleroma.Web.Plugs.AuthenticationPlug
 
   import Pleroma.Web.Auth.Helpers, only: [fetch_credentials: 1, fetch_user: 1]
@@ -101,4 +102,23 @@ defmodule Pleroma.Web.Auth.PleromaAuthenticator do
   def auth_template, do: nil
 
   def oauth_consumer_template, do: nil
+
+  @doc "Changes Pleroma.User password in the database"
+  def change_password(user, password, new_password, new_password) do
+    case CommonAPI.Utils.confirm_current_password(user, password) do
+      {:ok, user} ->
+        with {:ok, _user} <-
+               User.reset_password(user, %{
+                 password: new_password,
+                 password_confirmation: new_password
+               }) do
+          {:ok, user}
+        end
+
+      error ->
+        error
+    end
+  end
+
+  def change_password(_, _, _, _), do: {:error, :password_confirmation}
 end
diff --git a/lib/pleroma/web/auth/wrapper_authenticator.ex b/lib/pleroma/web/auth/wrapper_authenticator.ex
index a077cfa41..97b901036 100644
--- a/lib/pleroma/web/auth/wrapper_authenticator.ex
+++ b/lib/pleroma/web/auth/wrapper_authenticator.ex
@@ -39,4 +39,8 @@ defmodule Pleroma.Web.Auth.WrapperAuthenticator do
     implementation().oauth_consumer_template() ||
       Pleroma.Config.get([:auth, :oauth_consumer_template], "consumer.html")
   end
+
+  @impl true
+  def change_password(user, password, new_password, new_password_confirmation),
+    do: implementation().change_password(user, password, new_password, new_password_confirmation)
 end
diff --git a/lib/pleroma/web/twitter_api/controllers/util_controller.ex b/lib/pleroma/web/twitter_api/controllers/util_controller.ex
index 6805233df..aeafa195d 100644
--- a/lib/pleroma/web/twitter_api/controllers/util_controller.ex
+++ b/lib/pleroma/web/twitter_api/controllers/util_controller.ex
@@ -13,6 +13,7 @@ defmodule Pleroma.Web.TwitterAPI.UtilController do
   alias Pleroma.Healthcheck
   alias Pleroma.User
   alias Pleroma.Web.ActivityPub.ActivityPub
+  alias Pleroma.Web.Auth.WrapperAuthenticator, as: Authenticator
   alias Pleroma.Web.CommonAPI
   alias Pleroma.Web.Plugs.OAuthScopesPlug
   alias Pleroma.Web.WebFinger
@@ -195,19 +196,21 @@ defmodule Pleroma.Web.TwitterAPI.UtilController do
         %{assigns: %{user: user}, private: %{open_api_spex: %{body_params: body_params}}} = conn,
         _
       ) do
-    case CommonAPI.Utils.confirm_current_password(user, body_params.password) do
-      {:ok, user} ->
-        with {:ok, _user} <-
-               User.reset_password(user, %{
-                 password: body_params.new_password,
-                 password_confirmation: body_params.new_password_confirmation
-               }) do
-          json(conn, %{status: "success"})
-        else
-          {:error, changeset} ->
-            {_, {error, _}} = Enum.at(changeset.errors, 0)
-            json(conn, %{error: "New password #{error}."})
-        end
+    with {:ok, %User{}} <-
+           Authenticator.change_password(
+             user,
+             body_params.password,
+             body_params.new_password,
+             body_params.new_password_confirmation
+           ) do
+      json(conn, %{status: "success"})
+    else
+      {:error, %Ecto.Changeset{} = changeset} ->
+        {_, {error, _}} = Enum.at(changeset.errors, 0)
+        json(conn, %{error: "New password #{error}."})
+
+      {:error, :password_confirmation} ->
+        json(conn, %{error: "New password does not match confirmation."})
 
       {:error, msg} ->
         json(conn, %{error: msg})