diff --git a/openstack_governance/_wiki.py b/openstack_governance/_wiki.py
new file mode 100644
index 000000000..6286bb708
--- /dev/null
+++ b/openstack_governance/_wiki.py
@@ -0,0 +1,93 @@
+#    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.
+
+"""Do dirty things with wikis.
+"""
+
+import collections
+import itertools
+
+import mwclient
+
+
+def get_page_section(page_content, section_start):
+    "Return iterable of lines making up a section of a wiki page."
+    lines = page_content.splitlines()
+    lines = itertools.dropwhile(
+        lambda x: x != section_start,
+        lines,
+    )
+    next(lines)  # skip the start_section line
+    lines = itertools.takewhile(
+        lambda x: not x.startswith('='),  # another section or subsection
+        lines,
+    )
+    return lines
+
+
+def get_wiki_table(section_content):
+    """Return iterable of dicts making up rows of a wiki table.
+
+    Assumes there is only one table per section.
+
+    """
+    lines = itertools.dropwhile(
+        lambda x: x != '{| class="wikitable"',
+        section_content,
+    )
+    headings = []
+    items = []
+    for line in lines:
+        if line == '|-':
+            continue
+        elif line.startswith('!'):
+            headings = [h.strip() for h in line.lstrip('!').split('!!')]
+        elif line in ['}', '|}']:
+            # end of table
+            break
+        elif line.startswith('|'):
+            items.extend(i.strip() for i in line.lstrip('|').split('||'))
+
+        if len(items) == len(headings):
+            row = {
+                h: i
+                for (h, i) in zip(headings, items)
+            }
+            yield row
+            items = []
+
+
+def get_wiki_page(name):
+    "Return the text of a wiki page as a string."
+    site = mwclient.Site('wiki.openstack.org')
+    page = site.Pages[name]
+    return page.text()
+
+
+def get_liaison_data():
+    "Return team -> liaisons mapping"
+    project_to_liaisons = collections.OrderedDict()
+    wiki_page = get_wiki_page('OpenStack_health_tracker')
+    section = get_page_section(wiki_page, '=== Project Teams ===')
+    table = get_wiki_table(section)
+
+    for row in table:
+        if not row:
+            continue
+        liaisons = [
+            m.strip()
+            for m in row['TC members'].split(',')
+            if m.strip()
+        ]
+        project_to_liaisons[row['Group']] = liaisons
+
+    return project_to_liaisons
diff --git a/requirements.txt b/requirements.txt
index 0a3582058..c766810c7 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,3 +5,4 @@ pydot2>=1.0.32
 PyYAML>=3.1.0
 six>=1.9.0
 yamlordereddictloader
+mwclient==0.8.1
diff --git a/tools/assign_liaisons.py b/tools/assign_liaisons.py
new file mode 100644
index 000000000..6b0870635
--- /dev/null
+++ b/tools/assign_liaisons.py
@@ -0,0 +1,101 @@
+#!/usr/bin/env python3
+
+# 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 argparse
+import collections
+import random
+import textwrap
+
+from openstack_governance import _wiki
+from openstack_governance import members
+from openstack_governance import projects
+
+
+def main():
+    parser = argparse.ArgumentParser()
+    parser.add_argument(
+        '--member-file',
+        default='reference/members',
+        help='location of members file, (%(default)s)',
+    )
+    parser.add_argument(
+        '--projects-file',
+        default='reference/projects.yaml',
+        help='location of projects.yaml, (%(default)s)',
+    )
+    args = parser.parse_args()
+
+    member_nics = [
+        m['irc']
+        for m in members.parse_members_file(args.member_file)
+    ]
+
+    project_data = projects.load_project_file(args.projects_file)
+    project_names = list(project_data.keys())
+
+    num_teams = len(project_names)
+    assignments_per = num_teams // (len(member_nics) // 2)
+
+    print('TEAMS', num_teams)
+    print('TC   ', len(member_nics))
+    print('PER  ', assignments_per)
+
+    # Determine how many assignments everyone has by reading the wiki
+    # page.
+
+    project_to_liaisons = _wiki.get_liaison_data()
+
+    member_counts = collections.Counter({
+        nic: 0
+        for nic in member_nics
+    })
+    for team, liaisons in project_to_liaisons.items():
+        for member in liaisons:
+            member_counts.update({member: 1})
+
+    print('\nAlready assigned:')
+    for member, count in sorted(member_counts.items()):
+        print('{:12}: {}'.format(member, count))
+
+    choices = []
+    for member, count in sorted(member_counts.items()):
+        choices.extend([member] * (assignments_per - count))
+
+    # Make sure we have a list in order that isn't assigning the same
+    # person to a team twice.
+    print()
+    for team, liaisons in project_to_liaisons.items():
+        while len(liaisons) < 2:
+            random.shuffle(choices)
+            next_choice = choices.pop()
+            while next_choice in liaisons:
+                choices.insert(0, next_choice)
+                next_choice = choices.pop()
+            print('assigning {} to {}'.format(next_choice, team))
+            liaisons.append(next_choice)
+
+    print(textwrap.dedent('''
+    === Project Teams ===
+
+    {| class="wikitable"
+    |-
+    ! Group !! TC members'''))
+
+    for team, liaisons in project_to_liaisons.items():
+        print('|-\n| {} || {}'.format(team, ', '.join(liaisons)))
+
+    print('|}\n')
+
+if __name__ == '__main__':
+    main()