diff --git a/.travis.yml b/.travis.yml
index 9bcb1da..5783f13 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,6 +1,6 @@
 sudo: false
-addons:
-  apt:
-    packages:
-      - python3
+python:
+  - "3.4"
+language: python
+install: "pip install gnupg"
 script: ./tests.py
diff --git a/tests.py b/tests.py
index 3e10342..05db358 100755
--- a/tests.py
+++ b/tests.py
@@ -2,15 +2,19 @@
 import json
 import os
 import sys
+import gnupg
 
 REQUIRED_FIELDS = ['publicKey', 'password', 'contact']
 RECOMMENDED_FIELDS = ['gpg']
+GPG_SERVERS = ["pgp.mit.edu", "keys.gnupg.net"]
 
 RED = '\x1b[01;31m'
 GREEN = '\x1b[01;32m'
 YELLOW = '\x1b[01;33m'
 END = '\x1b[0m'
 
+gpg = gnupg.GPG()
+
 
 def validate(path):
     print("Validating %s" % path)
@@ -30,6 +34,18 @@ def validate(path):
                     warning = True
                     print("    %sHost %s is missing the recommended field %s%s" % (YELLOW, host,
                                                                                    field, END))
+            if "gpg" in peers[host]:
+                is_on_keyserver = False
+                for server in GPG_SERVERS:
+                    gpg_result = gpg.recv_keys(server, peers[host]['gpg'])
+                    print("    %s%s key(s) found on %s when searching for %s%s" %
+                         (YELLOW, len(gpg_result.results), server, peers[host]['gpg'], END))
+                    if len(gpg_result.results) > 0:
+                        is_on_keyserver = True
+                if not is_on_keyserver:
+                    print("    %s%s not found on any keyserver%s" %
+                          (RED, peers[host]['gpg'], END))
+                    return False
         if warning:
             print("    %sSuccess, but missing recommended fields%s" % (YELLOW, END))
         else: