diff --git a/README.rst b/README.rst
index a0eb5fa..dcb642f 100644
--- a/README.rst
+++ b/README.rst
@@ -7,7 +7,7 @@ Mypy plugin for PYLS
 .. image:: https://github.com/Richardk2n/pyls-mypy/workflows/Python%20package/badge.svg?branch=master
     :target: https://github.com/Richardk2n/pyls-mypy/
 
-This is a plugin for the Palantir's Python Language Server (https://github.com/palantir/python-language-server)
+This is a plugin for the [Python LSP Server](https://github.com/python-lsp/python-lsp-server).
 
 It, like mypy, requires Python 3.6 or newer.
 
@@ -15,7 +15,7 @@ It, like mypy, requires Python 3.6 or newer.
 Installation
 ------------
 
-Install into the same virtualenv as pyls itself.
+Install into the same virtualenv as python-lsp-server itself.
 
 ``pip install mypy-ls``
 
@@ -31,7 +31,7 @@ Depending on your editor, the configuration (found in a file called mypy-ls.cfg
 ::
 
     {
-	"enabled": True,
-	"live_mode": True,
-	"strict": False
+        "enabled": True,
+        "live_mode": True,
+        "strict": False
     }
diff --git a/mypy_ls/plugin.py b/mypy_ls/plugin.py
index e1e9e55..c49b1d3 100644
--- a/mypy_ls/plugin.py
+++ b/mypy_ls/plugin.py
@@ -1,6 +1,6 @@
 # -*- coding: utf-8 -*-
 """
-File that contains the pyls plugin mypy-ls.
+File that contains the python-lsp-server plugin mypy-ls.
 
 Created on Fri Jul 10 09:53:57 2020
 
@@ -12,9 +12,9 @@
 import os.path
 import logging
 from mypy import api as mypy_api
-from pyls import hookimpl
-from pyls.workspace import Document, Workspace
-from pyls.config.config import Config
+from pylsp import hookimpl
+from pylsp.workspace import Document, Workspace
+from pylsp.config.config import Config
 from typing import Optional, Dict, Any, IO, List
 import atexit
 
@@ -88,7 +88,7 @@ def parse_line(line: str, document: Optional[Document] = None) -> Optional[Dict[
 
 
 @hookimpl
-def pyls_lint(config: Config, workspace: Workspace, document: Document,
+def pylsp_lint(config: Config, workspace: Workspace, document: Document,
               is_saved: bool) -> List[Dict[str, Any]]:
     """
     Lints.
@@ -96,9 +96,9 @@ def pyls_lint(config: Config, workspace: Workspace, document: Document,
     Parameters
     ----------
     config : Config
-        The pyls config.
+        The pylsp config.
     workspace : Workspace
-        The pyls workspace.
+        The pylsp workspace.
     document : Document
         The document to be linted.
     is_saved : bool
@@ -144,14 +144,14 @@ def pyls_lint(config: Config, workspace: Workspace, document: Document,
 
 
 @hookimpl
-def pyls_settings(config: Config) -> Dict[str, Dict[str, Dict[str, str]]]:
+def pylsp_settings(config: Config) -> Dict[str, Dict[str, Dict[str, str]]]:
     """
     Read the settings.
 
     Parameters
     ----------
     config : Config
-        The pyls config.
+        The pylsp config.
 
     Returns
     -------
diff --git a/requirements.txt b/requirements.txt
index a32a2de..b0840b2 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,2 +1,2 @@
-python-language-server>=0.34.0
+python-lsp-server
 mypy
diff --git a/setup.cfg b/setup.cfg
index e4d82ce..2ef0ec6 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,7 +1,7 @@
 [metadata]
 name = mypy-ls
 author = Tom van Ommeren, Richard Kellnberger
-description = Mypy linter for the Python Language Server
+description = Mypy linter for the Python LSP Server
 url = https://github.com/Richardk2n/pyls-mypy
 long_description = file: README.rst
 license='MIT'
@@ -17,13 +17,13 @@ classifiers =
 [options]
 python_requires = >= 3.6
 packages = find:
-install_requires = 
-    python-language-server>=0.34.0
+install_requires =
+    python-lsp-server
     mypy
 
 
 [options.entry_points]
-pyls = mypy_ls = mypy_ls.plugin
+pylsp = mypy_ls = mypy_ls.plugin
 
 [options.extras_require]
 test =
diff --git a/test/test_plugin.py b/test/test_plugin.py
index 26b7043..44eed41 100644
--- a/test/test_plugin.py
+++ b/test/test_plugin.py
@@ -1,8 +1,8 @@
 import pytest
 
-from pyls.workspace import Workspace, Document
-from pyls.config.config import Config
-from pyls import uris
+from pylsp.workspace import Workspace, Document
+from pylsp.config.config import Config
+from pylsp import uris
 from mock import Mock
 from mypy_ls import plugin
 
@@ -37,7 +37,7 @@ def plugin_settings(self, plugin, document_path=None):
 
 def test_settings():
     config = FakeConfig()
-    settings = plugin.pyls_settings(config)
+    settings = plugin.pylsp_settings(config)
     assert settings == {"plugins": {"mypy-ls": {}}}
 
 
@@ -45,8 +45,8 @@ def test_plugin(workspace):
     config = FakeConfig()
     doc = Document(DOC_URI, workspace, DOC_TYPE_ERR)
     workspace = None
-    plugin.pyls_settings(config)
-    diags = plugin.pyls_lint(config, workspace, doc, is_saved=False)
+    plugin.pylsp_settings(config)
+    diags = plugin.pylsp_lint(config, workspace, doc, is_saved=False)
 
     assert len(diags) == 1
     diag = diags[0]