diff --git a/CONFIGURATION.md b/CONFIGURATION.md
index acf8a85f..659ccedb 100644
--- a/CONFIGURATION.md
+++ b/CONFIGURATION.md
@@ -37,9 +37,10 @@ This server can be configured using the `workspace/didChangeConfiguration` metho
 | `pylsp.plugins.jedi_hover.enabled` | `boolean` | Enable or disable the plugin. | `true` |
 | `pylsp.plugins.jedi_references.enabled` | `boolean` | Enable or disable the plugin. | `true` |
 | `pylsp.plugins.jedi_signature_help.enabled` | `boolean` | Enable or disable the plugin. | `true` |
-| `pylsp.plugins.jedi_symbols.enabled` | `boolean` | Enable or disable the plugin. | `true` |
-| `pylsp.plugins.jedi_symbols.all_scopes` | `boolean` | If True lists the names of all scopes instead of only the module namespace. | `true` |
-| `pylsp.plugins.jedi_symbols.include_import_symbols` | `boolean` | If True includes symbols imported from other libraries. | `true` |
+| `pylsp.plugins.jedi_document_symbols.enabled` | `boolean` | Enable or disable the plugin. | `true` |
+| `pylsp.plugins.jedi_document_symbols.all_scopes` | `boolean` | If True lists the names of all scopes instead of only the module namespace. | `true` |
+| `pylsp.plugins.jedi_document_symbols.include_import_symbols` | `boolean` | If True includes symbols imported from other libraries. | `true` |
+| `pylsp.plugins.jedi_workspace_symbols.enabled` | `boolean` | If True includes workspace symbols. | `true` |
 | `pylsp.plugins.mccabe.enabled` | `boolean` | Enable or disable the plugin. | `true` |
 | `pylsp.plugins.mccabe.threshold` | `integer` | The minimum threshold that triggers warnings about cyclomatic complexity. | `15` |
 | `pylsp.plugins.preload.enabled` | `boolean` | Enable or disable the plugin. | `true` |
diff --git a/pylsp/config/schema.json b/pylsp/config/schema.json
index ba1d36f8..c0dad5de 100644
--- a/pylsp/config/schema.json
+++ b/pylsp/config/schema.json
@@ -242,21 +242,26 @@
       "default": true,
       "description": "Enable or disable the plugin."
     },
-    "pylsp.plugins.jedi_symbols.enabled": {
+    "pylsp.plugins.jedi_document_symbols.enabled": {
       "type": "boolean",
       "default": true,
       "description": "Enable or disable the plugin."
     },
-    "pylsp.plugins.jedi_symbols.all_scopes": {
+    "pylsp.plugins.jedi_document_symbols.all_scopes": {
       "type": "boolean",
       "default": true,
       "description": "If True lists the names of all scopes instead of only the module namespace."
     },
-    "pylsp.plugins.jedi_symbols.include_import_symbols": {
+    "pylsp.plugins.jedi_document_symbols.include_import_symbols": {
       "type": "boolean",
       "default": true,
       "description": "If True includes symbols imported from other libraries."
     },
+    "pylsp.plugins.jedi_workspace_symbols.enabled": {
+      "type": "boolean",
+      "default": true,
+      "description": "If True includes workspace symbols."
+    },
     "pylsp.plugins.mccabe.enabled": {
       "type": "boolean",
       "default": true,
diff --git a/pylsp/hookspecs.py b/pylsp/hookspecs.py
index a2549fbc..95127b03 100644
--- a/pylsp/hookspecs.py
+++ b/pylsp/hookspecs.py
@@ -68,6 +68,11 @@ def pylsp_execute_command(config, workspace, command, arguments):
     pass
 
 
+@hookspec
+def pylsp_workspace_symbol(workspace, query):
+    pass
+
+
 @hookspec
 def pylsp_experimental_capabilities(config, workspace):
     pass
diff --git a/pylsp/plugins/symbols.py b/pylsp/plugins/document_symbols.py
similarity index 99%
rename from pylsp/plugins/symbols.py
rename to pylsp/plugins/document_symbols.py
index 4e1890c1..55c58166 100644
--- a/pylsp/plugins/symbols.py
+++ b/pylsp/plugins/document_symbols.py
@@ -12,7 +12,7 @@
 
 @hookimpl
 def pylsp_document_symbols(config, document):
-    symbols_settings = config.plugin_settings("jedi_symbols")
+    symbols_settings = config.plugin_settings("jedi_document_symbols")
     all_scopes = symbols_settings.get("all_scopes", True)
     add_import_symbols = symbols_settings.get("include_import_symbols", True)
     definitions = document.jedi_names(all_scopes=all_scopes)
diff --git a/pylsp/plugins/workspace_symbol.py b/pylsp/plugins/workspace_symbol.py
new file mode 100644
index 00000000..e3835384
--- /dev/null
+++ b/pylsp/plugins/workspace_symbol.py
@@ -0,0 +1,42 @@
+# Copyright 2017-2020 Palantir Technologies, Inc.
+# Copyright 2021- Python Language Server Contributors.
+
+import logging
+
+from pylsp import hookimpl
+from pylsp.lsp import SymbolKind
+
+log = logging.getLogger(__name__)
+
+
+@hookimpl
+def pylsp_workspace_symbol(workspace, query):
+    if not query or not workspace:
+        return []
+
+    return [
+        _jedi_name_to_symbol(jedi_name)
+        for jedi_name in workspace.complete_search(query)
+    ]
+
+
+def _jedi_name_to_symbol(jedi_name):
+    return {
+        "name": jedi_name.name,
+        "kind": _jedi_type_to_symbol_kind(jedi_name.type),
+        "location": {
+            "uri": "file://" + str(jedi_name.module_path),
+            "range": {
+                "start": {"line": jedi_name.line - 1, "character": jedi_name.column},
+                "end": {"line": jedi_name.line - 1, "character": jedi_name.column},
+            },
+        },
+    }
+
+
+def _jedi_type_to_symbol_kind(jedi_type):
+    return {
+        "module": SymbolKind.Module,
+        "class": SymbolKind.Class,
+        "function": SymbolKind.Function,
+    }.get(jedi_type, SymbolKind.Variable)
diff --git a/pylsp/python_lsp.py b/pylsp/python_lsp.py
index 528ffdb4..90485831 100644
--- a/pylsp/python_lsp.py
+++ b/pylsp/python_lsp.py
@@ -298,6 +298,7 @@ def capabilities(self):
                 "workspaceFolders": {"supported": True, "changeNotifications": True}
             },
             "experimental": merge(self._hook("pylsp_experimental_capabilities")),
+            "workspaceSymbolProvider": True,
         }
         log.info("Server capabilities: %s", server_capabilities)
         return server_capabilities
@@ -433,6 +434,11 @@ def highlight(self, doc_uri, position):
             or None
         )
 
+    def workspace_symbol(self, query):
+        response = self._hook("pylsp_workspace_symbol", query=query)
+        log.debug("Workspace symbol hook returned: %s", response)
+        return flatten(response)
+
     def hover(self, doc_uri, position):
         return self._hook("pylsp_hover", doc_uri, position=position) or {"contents": ""}
 
@@ -767,6 +773,9 @@ def m_text_document__hover(self, textDocument=None, position=None, **_kwargs):
     def m_text_document__document_symbol(self, textDocument=None, **_kwargs):
         return self.document_symbols(textDocument["uri"])
 
+    def m_workspace__symbol(self, textDocument=None, **_kwargs):
+        return self.workspace_symbol(_kwargs["query"])
+
     def m_text_document__formatting(self, textDocument=None, options=None, **_kwargs):
         return self.format_document(textDocument["uri"], options)
 
diff --git a/pylsp/workspace.py b/pylsp/workspace.py
index c1b32f20..b8e4a18e 100644
--- a/pylsp/workspace.py
+++ b/pylsp/workspace.py
@@ -100,6 +100,46 @@ def root_path(self):
     def root_uri(self):
         return self._root_uri
 
+    def complete_search(self, query):
+        project = self.jedi_project()
+        return project.complete_search(query)
+
+    def jedi_project(self, use_document_path=False):
+        extra_paths = []
+        environment_path = None
+        env_vars = None
+
+        if self._config:
+            jedi_settings = self._config.plugin_settings(
+                "jedi", document_path=self.root_path
+            )
+            jedi.settings.auto_import_modules = jedi_settings.get(
+                "auto_import_modules", DEFAULT_AUTO_IMPORT_MODULES
+            )
+            environment_path = jedi_settings.get("environment")
+            # Jedi itself cannot deal with homedir-relative paths.
+            # On systems, where it is expected, expand the home directory.
+            if environment_path and os.name != "nt":
+                environment_path = os.path.expanduser(environment_path)
+
+            extra_paths = jedi_settings.get("extra_paths") or []
+            env_vars = jedi_settings.get("env_vars")
+
+        # Drop PYTHONPATH from env_vars before creating the environment because that makes
+        # Jedi throw an error.
+        if env_vars is None:
+            env_vars = os.environ.copy()
+        env_vars.pop("PYTHONPATH", None)
+
+        sys_path = extra_paths  # self.sys_path(environment_path, env_vars=env_vars) + extra_paths
+        project_path = self.root_path
+
+        # Extend sys_path with document's path if requested
+        if use_document_path:
+            sys_path += [os.path.normpath(os.path.dirname(self.path))]
+
+        return jedi.Project(path=project_path, sys_path=sys_path)
+
     def is_local(self):
         return (self._root_uri_scheme in ["", "file"]) and os.path.exists(
             self._root_path
diff --git a/pyproject.toml b/pyproject.toml
index f68cc2ed..4a8dc61e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -71,7 +71,8 @@ jedi_highlight = "pylsp.plugins.highlight"
 jedi_references = "pylsp.plugins.references"
 jedi_rename = "pylsp.plugins.jedi_rename"
 jedi_signature_help = "pylsp.plugins.signature"
-jedi_symbols = "pylsp.plugins.symbols"
+jedi_document_symbols = "pylsp.plugins.document_symbols"
+jedi_workspace_symbol = "pylsp.plugins.workspace_symbol"
 mccabe = "pylsp.plugins.mccabe_lint"
 preload = "pylsp.plugins.preload_imports"
 pycodestyle = "pylsp.plugins.pycodestyle_lint"
diff --git a/test/fixtures.py b/test/fixtures.py
index 81a8b082..2bce8269 100644
--- a/test/fixtures.py
+++ b/test/fixtures.py
@@ -3,7 +3,6 @@
 
 import os
 from io import StringIO
-from test.test_utils import CALL_TIMEOUT_IN_SECONDS, ClientServerPair
 from unittest.mock import MagicMock
 
 import pytest
@@ -15,6 +14,7 @@
 from pylsp.config.config import Config
 from pylsp.python_lsp import PythonLSPServer
 from pylsp.workspace import Document, Workspace
+from test.test_utils import CALL_TIMEOUT_IN_SECONDS, ClientServerPair
 
 DOC_URI = uris.from_fs_path(__file__)
 DOC = """import sys
diff --git a/test/plugins/test_autoimport.py b/test/plugins/test_autoimport.py
index 4ac635ad..9a4d0e70 100644
--- a/test/plugins/test_autoimport.py
+++ b/test/plugins/test_autoimport.py
@@ -1,7 +1,5 @@
 # Copyright 2022- Python Language Server Contributors.
 
-from test.test_notebook_document import wait_for_condition
-from test.test_utils import send_initialize_request, send_notebook_did_open
 from typing import Any, Dict, List
 from unittest.mock import Mock, patch
 
@@ -22,6 +20,8 @@
     pylsp_completions as pylsp_autoimport_completions,
 )
 from pylsp.workspace import Workspace
+from test.test_notebook_document import wait_for_condition
+from test.test_utils import send_initialize_request, send_notebook_did_open
 
 DOC_URI = uris.from_fs_path(__file__)
 
diff --git a/test/plugins/test_symbols.py b/test/plugins/test_document_symbols.py
similarity index 95%
rename from test/plugins/test_symbols.py
rename to test/plugins/test_document_symbols.py
index 4dc74bc6..102324db 100644
--- a/test/plugins/test_symbols.py
+++ b/test/plugins/test_document_symbols.py
@@ -8,7 +8,7 @@
 
 from pylsp import uris
 from pylsp.lsp import SymbolKind
-from pylsp.plugins.symbols import pylsp_document_symbols
+from pylsp.plugins.document_symbols import pylsp_document_symbols
 from pylsp.workspace import Document
 
 PY2 = sys.version[0] == "2"
@@ -50,7 +50,7 @@ def sym(name):
 
 def test_symbols(config, workspace):
     doc = Document(DOC_URI, workspace, DOC)
-    config.update({"plugins": {"jedi_symbols": {"all_scopes": False}}})
+    config.update({"plugins": {"jedi_document_symbols": {"all_scopes": False}}})
     symbols = pylsp_document_symbols(config, doc)
 
     # All four symbols (import sys, a, B, main)
diff --git a/test/plugins/test_workspace_symbols.py b/test/plugins/test_workspace_symbols.py
new file mode 100644
index 00000000..fed99146
--- /dev/null
+++ b/test/plugins/test_workspace_symbols.py
@@ -0,0 +1,55 @@
+# Copyright 2017-2020 Palantir Technologies, Inc.
+# Copyright 2021- Python Language Server Contributors.
+
+import os
+import sys
+
+import pytest
+
+from pylsp import uris
+from pylsp.plugins.workspace_symbol import pylsp_workspace_symbol
+
+PY2 = sys.version[0] == "2"
+LINUX = sys.platform.startswith("linux")
+CI = os.environ.get("CI")
+DOC_URI = uris.from_fs_path(__file__)
+
+
+DOC1_NAME = "file1.py"
+DOC2_NAME = "file2.py"
+
+DOC1 = """class Test1():
+    pass
+"""
+
+DOC2 = """from file1 import Test1
+
+try:
+    Test1()
+except UnicodeError:
+    pass
+"""
+
+
+@pytest.fixture
+def tmp_workspace(temp_workspace_factory):
+    return temp_workspace_factory(
+        {
+            DOC1_NAME: DOC1,
+            DOC2_NAME: DOC2,
+        }
+    )
+
+
+def test_symbols_empty_query(tmp_workspace):
+    symbols = pylsp_workspace_symbol(tmp_workspace, "")
+
+    assert len(symbols) == 0
+
+
+def test_symbols_nonempty_query(tmp_workspace):
+    symbols = pylsp_workspace_symbol(tmp_workspace, "Test")
+
+    assert len(symbols) == 1
+    assert symbols[0]["name"] == "Test1"
+    assert symbols[0]["kind"] == 5  # Class
diff --git a/test/test_configuration.py b/test/test_configuration.py
index ddc6315d..a6ebaacc 100644
--- a/test/test_configuration.py
+++ b/test/test_configuration.py
@@ -1,12 +1,12 @@
 # Copyright 2021- Python Language Server Contributors.
 
-from test.test_notebook_document import wait_for_condition
-from test.test_utils import send_initialize_request
 from unittest.mock import patch
 
 import pytest
 
 from pylsp import IS_WIN
+from test.test_notebook_document import wait_for_condition
+from test.test_utils import send_initialize_request
 
 INITIALIZATION_OPTIONS = {
     "pylsp": {
diff --git a/test/test_document.py b/test/test_document.py
index 7caa0abb..dd7b7828 100644
--- a/test/test_document.py
+++ b/test/test_document.py
@@ -1,9 +1,8 @@
 # Copyright 2017-2020 Palantir Technologies, Inc.
 # Copyright 2021- Python Language Server Contributors.
 
-from test.fixtures import DOC, DOC_URI
-
 from pylsp.workspace import Document
+from test.fixtures import DOC, DOC_URI
 
 
 def test_document_props(doc):
diff --git a/test/test_language_server.py b/test/test_language_server.py
index 6a48638f..6d806f93 100644
--- a/test/test_language_server.py
+++ b/test/test_language_server.py
@@ -4,12 +4,13 @@
 import os
 import sys
 import time
-from test.test_utils import ClientServerPair, send_initialize_request
 
 import pytest
 from flaky import flaky
 from pylsp_jsonrpc.exceptions import JsonRpcMethodNotFound
 
+from test.test_utils import ClientServerPair, send_initialize_request
+
 RUNNING_IN_CI = bool(os.environ.get("CI"))
 
 CALL_TIMEOUT_IN_SECONDS = 10
diff --git a/test/test_notebook_document.py b/test/test_notebook_document.py
index c1ac1986..d1d3ddc5 100644
--- a/test/test_notebook_document.py
+++ b/test/test_notebook_document.py
@@ -1,11 +1,6 @@
 # Copyright 2021- Python Language Server Contributors.
 
 import time
-from test.test_utils import (
-    CALL_TIMEOUT_IN_SECONDS,
-    send_initialize_request,
-    send_notebook_did_open,
-)
 from unittest.mock import call, patch
 
 import pytest
@@ -13,6 +8,11 @@
 from pylsp import IS_WIN
 from pylsp.lsp import NotebookCellKind
 from pylsp.workspace import Notebook
+from test.test_utils import (
+    CALL_TIMEOUT_IN_SECONDS,
+    send_initialize_request,
+    send_notebook_did_open,
+)
 
 
 def wait_for_condition(condition, timeout=CALL_TIMEOUT_IN_SECONDS):
diff --git a/test/test_uris.py b/test/test_uris.py
index f00973a4..e418ef56 100644
--- a/test/test_uris.py
+++ b/test/test_uris.py
@@ -1,11 +1,10 @@
 # Copyright 2017-2020 Palantir Technologies, Inc.
 # Copyright 2021- Python Language Server Contributors.
 
-from test import unix_only, windows_only
-
 import pytest
 
 from pylsp import uris
+from test import unix_only, windows_only
 
 
 @unix_only