--- title: "Python Scripts for Bookkeepers | MCC Solutions" description: "Three Python scripts: clean a bank CSV, match bank rows to your books, and find Search Console pages with low click rates." url: "https://mcc-solutionsnj.com/toolkits/bookkeeper-python-scripts" --- Python scripts # Bookkeeper's Python Starter Scripts: Clean Bank CSVs, Match to Your Books, Find Low-CTR Pages Three small, readable Python scripts that do chores bookkeepers repeat by hand, with sample files so you can see each one work before using your own data. **$39** one time · 14-day full refund · scripts and samples · download link by email Buy now, $39 Free sample 🌙 The desk is asleep. The store never is. Every kit and ebook downloads the moment you pay, day or night. Questions get answered after we open in the morning. [Browse the store](/toolkits) Who it is for Bookkeepers and small-business owners who can run a command line, or want to learn on something useful. No coding experience is needed to run them. Not the right fit if You won't run anything from a command line, or your bookkeeping software already cleans and matches your bank feeds. Why it is different - Standard library only: install Python and run, nothing else to set up. - The scripts never touch your accounting data; they read a file and write a new one. - Short and commented, so you can change them. What is inside - **Bank CSV cleaner.** Turns different bank export formats into one date, description, amount file. Handles split debit and credit columns, odd date formats and negatives in parentheses. - **Bank-to-books matcher.** Matches bank rows to your books by amount and date window, and lists what is left on each side. - **Search Console CTR finder.** Reads a Search Console pages export and lists pages with many impressions and a low click rate for their position. - **Sample files and README.** A sample for each script and a plain-language guide to running them. Get it ## Bookkeeper's Python Starter Scripts Or pay with PayPal Uses the email and terms box above. You get the same download link by email. ZIP code (for sales tax) Want every toolkit? The [toolkit membership](/membership) includes all of them, with a lower rate if you pay yearly. Get every update for a year, $29: the [Yearly Updates Pass](/updates-pass?kit=bookkeeper-python-scripts) gives you each refreshed edition we release of the kits you own. One payment, no automatic renewal. Delivered as a zip of Python scripts with sample files. Needs Python 3.8 or newer. Run the samples first and check results against your own records. These are general tools, not accounting, tax or legal advice. Payment is handled by Stripe. If a file will not open or something looks wrong, reply to your order email and we will make it right. Ways to get it ## Just this kit, or more This kit **$39 one time** Bookkeeper's Python Starter Scripts. Buy this kit Membership **$29 a month** Every kit and document pack in the store, including new ones. Cancel any time. [See the membership](/membership) Questions ## Common questions **What do I get and how is it delivered?** The Bookkeeper's Python Starter Scripts comes as a zip with the scripts (1_clean_bank_csv.py, 2_match_bank_to_books.py, and 3_search_console_ctr_finder.py), sample files to try first and a README with the commands. The download link arrives by email after payment. **Will it run on a Mac, Windows or my phone?** They need Python 3.8 or newer on a Mac, Windows or Linux computer, so they will not run on a phone. If a file will not open or something looks wrong, reply to your order email and we will make it right. If it is not right for you, email us within 14 days of buying for a full refund. **Is this legal or tax advice?** These are general tools, not accounting, tax or legal advice. Run the samples first and check results against your own records. **Is it the right fit for me?** It is made for bookkeepers and small-business owners who can run a command line, or want to learn on something useful. No coding experience is needed to run them. Skip it if you won't run anything from a command line, or your bookkeeping software already cleans and matches your bank feeds. Free sample ### Try one page first Get a real page or file from this product by email. We send one confirmation email, and no series follows. Also from MCC Solutions [### Month-End Close Workbook A real month-end close in one Excel file. It tells you when a rec does not tie, which variances still need an answer, and when the period is ready to lock. $19](/toolkits/month-end-close-workbook)[### Sales-Channel Profit Tracker Which channel makes you money, and which one only looks busy? Sales minus cost of goods, shipping, platform and card fees and event costs, by channel, by event and by month. $24](/toolkits/sales-channel-profit-tracker) ## More bookkeeping and business toolkits - [Bookkeeping Client Onboarding Pack](/toolkits/bookkeeping-client-onboarding-pack) $39 - [Bookkeeping Fundamentals (ebook)](/toolkits/bookkeeping-fundamentals-ebook) $9.99 - [Booster Club and PTA Treasurer Workbook](/toolkits/booster-club-pta-treasurer-workbook) $19 - [Break-Even and Pricing Workbook](/toolkits/break-even-and-pricing-workbook) $24 - [Budget vs Actual Workbook](/toolkits/budget-vs-actual-workbook) $24 - [Business Loan Application Packet](/toolkits/business-loan-application-packet) $29 [See every toolkit and document pack](/toolkits/all) ## Rather have someone do the books? [Get a Bookkeeping Quote](/bookkeeping/#interest)[Call (908) 444-6373](tel:+19084446373)