diff --git a/contrib/devtools/README.md b/contrib/devtools/README.md
index a0b622534..6ee65f40b 100644
--- a/contrib/devtools/README.md
+++ b/contrib/devtools/README.md
@@ -119,7 +119,25 @@ Configuring the github-merge tool for the bitcoin repository is done in the foll
 
     git config githubmerge.repository bitcoin/bitcoin
     git config githubmerge.testcmd "make -j4 check" (adapt to whatever you want to use for testing)
-    git config --global user.signingkey mykeyid (if you want to GPG sign)
+    git config --global user.signingkey mykeyid
+
+Authentication (optional)
+--------------------------
+
+The API request limit for unauthenticated requests is quite low, but the
+limit for authenticated requests is much higher. If you start running
+into rate limiting errors it can be useful to set an authentication token
+so that the script can authenticate requests.
+
+- First, go to [Personal access tokens](https://github.com/settings/tokens).
+- Click 'Generate new token'.
+- Fill in an arbitrary token description. No further privileges are needed.
+- Click the `Generate token` button at the bottom of the form.
+- Copy the generated token (should be a hexadecimal string)
+
+Then do:
+
+    git config --global user.ghtoken "pasted token"
 
 Create and verify timestamps of merge commits
 ---------------------------------------------
diff --git a/contrib/devtools/github-merge.py b/contrib/devtools/github-merge.py
index bbebd11e8..ab834b762 100755
--- a/contrib/devtools/github-merge.py
+++ b/contrib/devtools/github-merge.py
@@ -47,13 +47,15 @@ def git_config_get(option, default=None):
     except subprocess.CalledProcessError:
         return default
 
-def retrieve_pr_info(repo,pull):
+def retrieve_pr_info(repo,pull,ghtoken):
     '''
     Retrieve pull request information from github.
     Return None if no title can be found, or an error happens.
     '''
     try:
         req = Request("https://api.github.com/repos/"+repo+"/pulls/"+pull)
+        if ghtoken is not None:
+            req.add_header('Authorization', 'token ' + ghtoken)
         result = urlopen(req)
         reader = codecs.getreader('utf-8')
         obj = json.load(reader(result))
@@ -140,6 +142,7 @@ def parse_arguments():
         In addition, you can set the following git configuration variables:
         githubmerge.repository (mandatory),
         user.signingkey (mandatory),
+        user.ghtoken (default: none).
         githubmerge.host (default: git@github.com),
         githubmerge.branch (no default),
         githubmerge.testcmd (default: none).
@@ -158,6 +161,7 @@ def main():
     host = git_config_get('githubmerge.host','git@github.com')
     opt_branch = git_config_get('githubmerge.branch',None)
     testcmd = git_config_get('githubmerge.testcmd')
+    ghtoken = git_config_get('user.ghtoken')
     signingkey = git_config_get('user.signingkey')
     if repo is None:
         print("ERROR: No repository configured. Use this command to set:", file=stderr)
@@ -178,7 +182,7 @@ def main():
     pull = str(args.pull[0])
 
     # Receive pull information from github
-    info = retrieve_pr_info(repo,pull)
+    info = retrieve_pr_info(repo,pull,ghtoken)
     if info is None:
         sys.exit(1)
     title = info['title'].strip()