diff --git a/utils/extract_from_weechat_log.py b/utils/extract_from_weechat_log.py
new file mode 100755
index 0000000..d71401e
--- /dev/null
+++ b/utils/extract_from_weechat_log.py
@@ -0,0 +1,68 @@
+#!/usr/bin/env python3
+
+# Generate the servers log from a weechat IRC log
+# Each log entry is a message on the channel with the following format:
+# [component] entry
+#
+# To get these, you can use the following command:
+#
+# `egrep "\[.*\] .*" log` > candidates
+#
+# Then, you can clean a little bit your candidates entries file.
+#
+# Once done, you can use this script to dump a JSON log:
+#
+# ./extract_from_weechat_log.py candidates
+
+import json
+import os
+import re
+import sys
+
+
+SOURCE = "freenode #nasqueron-ops"
+
+
+def get_component(text):
+    matches = re.match("\[(.*)\] (.*)", text)
+    return matches[1]
+
+
+def get_entry(text):
+    matches = re.match("\[(.*)\] (.*)", text)
+    return matches[2]
+
+
+def get_log_entry_from_line(raw_line):
+    line = raw_line.strip().split('\t')
+    return {
+        "date": line[0].replace(' ', 'T') + "+0000",
+        "emitter": line[1],
+        "source": SOURCE,
+        "component": get_component(line[2]),
+        "entry": get_entry(line[2])
+    }
+
+
+def extract_log(filename):
+    return [get_log_entry_from_line(line) for line in open(filename)]
+
+
+def run():
+    argc = len(sys.argv)
+
+    if argc < 2:
+        print("Usage: {} <log to extract>".format(sys.argv[0]))
+        sys.exit(64)
+
+    filename = sys.argv[1]
+    if not os.path.isfile(filename):
+        print("File not found: " + filename)
+        sys.exit(2)
+
+    log = extract_log(filename)
+    print(json.dumps(log))
+
+
+if __name__ == "__main__":
+    run()