diff --git a/changelog.d/4119.removal b/changelog.d/4119.removal
new file mode 100644
index 000000000..81383ece6
--- /dev/null
+++ b/changelog.d/4119.removal
@@ -0,0 +1 @@
+The deprecated v1 key exchange endpoints have been removed.
diff --git a/synapse/api/urls.py b/synapse/api/urls.py
index 6d9f1ca0e..f78695b65 100644
--- a/synapse/api/urls.py
+++ b/synapse/api/urls.py
@@ -28,7 +28,6 @@ FEDERATION_PREFIX = "/_matrix/federation/v1"
 STATIC_PREFIX = "/_matrix/static"
 WEB_CLIENT_PREFIX = "/_matrix/client"
 CONTENT_REPO_PREFIX = "/_matrix/content"
-SERVER_KEY_PREFIX = "/_matrix/key/v1"
 SERVER_KEY_V2_PREFIX = "/_matrix/key/v2"
 MEDIA_PREFIX = "/_matrix/media/r0"
 LEGACY_MEDIA_PREFIX = "/_matrix/media/v1"
diff --git a/synapse/app/homeserver.py b/synapse/app/homeserver.py
index 593e1e75d..415374a2c 100755
--- a/synapse/app/homeserver.py
+++ b/synapse/app/homeserver.py
@@ -37,7 +37,6 @@ from synapse.api.urls import (
     FEDERATION_PREFIX,
     LEGACY_MEDIA_PREFIX,
     MEDIA_PREFIX,
-    SERVER_KEY_PREFIX,
     SERVER_KEY_V2_PREFIX,
     STATIC_PREFIX,
     WEB_CLIENT_PREFIX,
@@ -59,7 +58,6 @@ from synapse.python_dependencies import CONDITIONAL_REQUIREMENTS, check_requirem
 from synapse.replication.http import REPLICATION_PREFIX, ReplicationRestResource
 from synapse.replication.tcp.resource import ReplicationStreamProtocolFactory
 from synapse.rest import ClientRestResource
-from synapse.rest.key.v1.server_key_resource import LocalKey
 from synapse.rest.key.v2 import KeyApiV2Resource
 from synapse.rest.media.v0.content_repository import ContentRepoResource
 from synapse.server import HomeServer
@@ -236,10 +234,7 @@ class SynapseHomeServer(HomeServer):
                 )
 
         if name in ["keys", "federation"]:
-            resources.update({
-                SERVER_KEY_PREFIX: LocalKey(self),
-                SERVER_KEY_V2_PREFIX: KeyApiV2Resource(self),
-            })
+            resources[SERVER_KEY_V2_PREFIX] = KeyApiV2Resource(self)
 
         if name == "webclient":
             resources[WEB_CLIENT_PREFIX] = build_resource_for_web_client(self)
diff --git a/synapse/rest/key/v1/__init__.py b/synapse/rest/key/v1/__init__.py
deleted file mode 100644
index fe0ac3f8e..000000000
--- a/synapse/rest/key/v1/__init__.py
+++ /dev/null
@@ -1,14 +0,0 @@
-# -*- coding: utf-8 -*-
-# Copyright 2015, 2016 OpenMarket Ltd
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
diff --git a/synapse/rest/key/v1/server_key_resource.py b/synapse/rest/key/v1/server_key_resource.py
deleted file mode 100644
index 38eb2ee23..000000000
--- a/synapse/rest/key/v1/server_key_resource.py
+++ /dev/null
@@ -1,92 +0,0 @@
-# -*- coding: utf-8 -*-
-# Copyright 2014-2016 OpenMarket Ltd
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-
-import logging
-
-from canonicaljson import encode_canonical_json
-from signedjson.sign import sign_json
-from unpaddedbase64 import encode_base64
-
-from OpenSSL import crypto
-from twisted.web.resource import Resource
-
-from synapse.http.server import respond_with_json_bytes
-
-logger = logging.getLogger(__name__)
-
-
-class LocalKey(Resource):
-    """HTTP resource containing encoding the TLS X.509 certificate and NACL
-    signature verification keys for this server::
-
-        GET /key HTTP/1.1
-
-        HTTP/1.1 200 OK
-        Content-Type: application/json
-        {
-            "server_name": "this.server.example.com"
-            "verify_keys": {
-                "algorithm:version": # base64 encoded NACL verification key.
-            },
-            "tls_certificate": # base64 ASN.1 DER encoded X.509 tls cert.
-            "signatures": {
-                "this.server.example.com": {
-                   "algorithm:version": # NACL signature for this server.
-                }
-            }
-        }
-    """
-
-    def __init__(self, hs):
-        self.response_body = encode_canonical_json(
-            self.response_json_object(hs.config)
-        )
-        Resource.__init__(self)
-
-    @staticmethod
-    def response_json_object(server_config):
-        verify_keys = {}
-        for key in server_config.signing_key:
-            verify_key_bytes = key.verify_key.encode()
-            key_id = "%s:%s" % (key.alg, key.version)
-            verify_keys[key_id] = encode_base64(verify_key_bytes)
-
-        x509_certificate_bytes = crypto.dump_certificate(
-            crypto.FILETYPE_ASN1,
-            server_config.tls_certificate
-        )
-        json_object = {
-            u"server_name": server_config.server_name,
-            u"verify_keys": verify_keys,
-            u"tls_certificate": encode_base64(x509_certificate_bytes)
-        }
-        for key in server_config.signing_key:
-            json_object = sign_json(
-                json_object,
-                server_config.server_name,
-                key,
-            )
-
-        return json_object
-
-    def render_GET(self, request):
-        return respond_with_json_bytes(
-            request, 200, self.response_body,
-        )
-
-    def getChild(self, name, request):
-        if name == b'':
-            return self