diff --git a/.gitignore b/.gitignore
index e5ca2e7b..db33c71f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -8,3 +8,4 @@ beancount_import/frontend_dist
 .coverage
 htmlcov/
 .*.ofx
+*~
diff --git a/README.md b/README.md
index b02c0210..1df42bb8 100644
--- a/README.md
+++ b/README.md
@@ -12,6 +12,15 @@ each other and with existing transactions.
 - Pluggable data source architecture, including existing support for OFX (cash,
   investment, and retirement accounts), Mint.com, Amazon.com, and Venmo.
 
+- Due to the existing OFX support and the tool
+  [ofxstatement](https://github.com/kedder/ofxstatement) it is very easy to
+  import any financial source provided there is an ofxstatement plugin for
+  it. Currently the plugin ofxstatement-dutch is part of the setup allowing
+  you to convert ICSCards PDF files (or PDF converted to TEXT) to an OFX
+  file. Please note that you need to have the pdftotext utility to convert PDF
+  to TEXT, please follow the instructions of the [ofxstatement-dutch
+  README](https://github.com/gpaulissen/ofxstatement-dutch).
+
 - Robustly associates imported transactions with the source data, to
   automatically avoid duplicates.
 
@@ -124,6 +133,8 @@ The currently supported set of data sources is:
   [Morgan Stanley StockPlan Connect](https://stockplanconnect.com).
 - [beancount_import.source.ultipro_google](beancount_import/source/ultipro_google.py):
   imports Google employee Ultipro payroll statements.
+- [beancount_import.source.icscards](beancount_import/source/icscards.py):
+  imports ICSCards PDF files (after converting them to an OFX file).
 
 Refer to the individual data source documentation for details on configuration.
 
@@ -131,8 +142,9 @@ Refer to the individual data source documentation for details on configuration.
 
 To run Beancount-import, create a Python script that invokes the
 `beancount_import.webserver.main` function.  Refer to the examples
-[fresh](examples/fresh/run.py) and
-[manually_entered](examples/manually_entered/run.py).
+[fresh](examples/fresh/run.py),
+[manually_entered](examples/manually_entered/run.py) and
+[convert2ofx](examples/convert2ofx/run.py).
 
 ## Errors
 
diff --git a/examples/convert2ofx/accounts.beancount b/examples/convert2ofx/accounts.beancount
new file mode 100644
index 00000000..e72a0e27
--- /dev/null
+++ b/examples/convert2ofx/accounts.beancount
@@ -0,0 +1,5 @@
+1900-01-01 open Liabilities:Credit-Card  EUR
+  ofx_org: ""
+  ofx_broker_id: ""
+  ofx_account_type: "cash_only"
+  account_id: "99999999999"
diff --git a/examples/convert2ofx/ignored.beancount b/examples/convert2ofx/ignored.beancount
new file mode 100644
index 00000000..e69de29b
diff --git a/examples/convert2ofx/journal.beancount b/examples/convert2ofx/journal.beancount
new file mode 100644
index 00000000..9b1b6182
--- /dev/null
+++ b/examples/convert2ofx/journal.beancount
@@ -0,0 +1,3 @@
+include "accounts.beancount"
+include "transactions.beancount"
+include "prices.beancount"
diff --git a/examples/convert2ofx/prices.beancount b/examples/convert2ofx/prices.beancount
new file mode 100644
index 00000000..e69de29b
diff --git a/examples/convert2ofx/run.py b/examples/convert2ofx/run.py
new file mode 100644
index 00000000..f4516438
--- /dev/null
+++ b/examples/convert2ofx/run.py
@@ -0,0 +1,45 @@
+#!/usr/bin/env python3
+
+import glob
+import os
+import json
+import sys
+
+from beancount_import.source.ofx import convert2ofx
+
+def run_reconcile(extra_args):
+    import beancount_import.webserver
+
+    journal_dir = os.path.dirname(__file__)
+    data_dir = os.path.join(os.path.dirname(__file__), '..', '..', 'testdata', 'source', 'icscards')
+    force = False
+
+    data_sources = [
+        dict(
+            module='beancount_import.source.ofx',
+            ofx_filenames=(
+                convert2ofx('nl-icscards', glob.glob(os.path.join(data_dir, 'icscards.txt')), force)
+            ),
+            checknum_numeric=lambda ofx_filename: False,
+            check_balance=lambda ofx_filename: False,
+        ),
+    ]
+
+    beancount_import.webserver.main(
+        extra_args,
+        journal_input=os.path.join(journal_dir, 'journal.beancount'),
+        ignored_journal=os.path.join(journal_dir, 'ignored.beancount'),
+        default_output=os.path.join(journal_dir, 'transactions.beancount'),
+        open_account_output_map=[
+            ('.*', os.path.join(journal_dir, 'accounts.beancount')),
+        ],
+        balance_account_output_map=[
+            ('.*', os.path.join(journal_dir, 'accounts.beancount')),
+        ],
+        price_output=os.path.join(journal_dir, 'prices.beancount'),
+        data_sources=data_sources,
+    )
+
+
+if __name__ == '__main__':
+    run_reconcile(sys.argv[1:])
diff --git a/examples/convert2ofx/transactions.beancount b/examples/convert2ofx/transactions.beancount
new file mode 100644
index 00000000..e69de29b