McpStamp Bank Statements

io.github.theluckystrikePublished by GitHub account theluckystrikev0.23.0Updated Nov 3, 2026

Import bank CSV exports, categorise transactions, total them by category or month, match expenses.

VerifiedStreamable HTTPWeb executableFiles & StorageFinanceData & Analytics

Overview

McpStamp Bank Statements's hosted MCP server (mcp.zovo.one); no sign-in required; Streamable HTTP; 15 tools.

No AI overview yet: these facts come from the registry entry and the server itself.

Endpoint
mcp.zovo.one
Last checked

Installation

In SourceWeft

  1. Open McpStamp Bank Statements in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.theluckystrike%2Fbank-statement-csv-categorize-reconcile-ledger/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "mcpstamp-bank-statements": {
      "type": "http",
      "url": "https://mcp.zovo.one/mcp/bank-statement"
    }
  }
}

README

mcp-bank-statement

In the official MCP Registry (io.github.theluckystrike/bank-statement-csv-categorize-reconcile-ledger).

[bank-statement demo]

Export the CSV from your bank, say "import this", and the month is readable. This MCP server turns a bank export into a local ledger: it finds the header row under whatever preamble the bank prints above it, works out which column is the date, which is the money and which way the money went, and reads amounts in the file's own locale, so 1 234,56 from mBank and 1,234.56 from a US bank both become the same number. A debit is stored negative and a credit positive, once, at import, so nothing downstream has to guess. Re-importing the same export adds nothing: every line carries a hash of its date, amount, currency and description, with an occurrence index, so two identical coffees on one day stay two transactions while a second import of the same file stays zero. Your rules categorise transactions as they arrive, summaries report money in, money out and the net per currency and never mix currencies, recurring_detect finds the subscriptions and what each costs per year, and reconcile_expenses matches bank debits against the receipts in mcp-expense-tracker so you can see which debits have no receipt and which receipts never reached the bank. Everything is a plain JSON file on your own machine; nothing is uploaded anywhere.

Turn a bank CSV into a categorised, reconciled month in chat, no accounting SaaS required.

Bank profiles: Revolut, Wise, mBank, PKO BP, ING, N26, and a generic reader that works from the headers alone.

File shapes it reads without being asked: UTF-8 and UTF-16 (either byte order, as Excel on Windows saves it), CRLF, LF and CR-only line endings, quoted fields holding commas, quotes and newlines, 1.234,56 and 1,234.56, accounting parentheses (12.50) and a trailing minus 12.50- (both negative), and a mixture of currencies inside one file. A cell holding - or nothing is skipped and named in skipped_lines rather than read as zero. When the date column is ambiguous (03/04/2026 with no value above 12 anywhere), the assumed order is stated in the response instead of silently picking one.

60-second install

npm publish for @theluckystrike/mcp-bank-statement is pending. Until then, the .mcpb one-click bundle or a clone+build is the working path, both are verified below.

One-click (.mcpb): download bank-statement.mcpb from the latest release and double-click it in Claude Desktop: https://github.com/theluckystrike/mcp-servers/releases/latest

(claude_desktop_config.json):

json
{  "mcpServers": {    "bank-statement": {      "command": "npx",      "args": ["-y", "@theluckystrike/mcp-bank-statement"]    }  }}

Claude Code:

sh
claude mcp add bank-statement -- npx -y @theluckystrike/mcp-bank-statement

(.cursor/mcp.json):

json
{  "mcpServers": {    "bank-statement": {      "command": "npx",      "args": ["-y", "@theluckystrike/mcp-bank-statement"]    }  }}

The npx form above starts working the moment the package is published. Until then, use the .mcpb bundle above, or build from source with exactly these three commands:

sh
git clone https://github.com/theluckystrike/mcp-servers.git && cd mcp-serversnpm installnpm run build -w packages/mcp-license -w servers/spreadsheet -w servers/bank-statement

Then point your client's command at node with one arg: the absolute path to servers/bank-statement/dist/index.js.

To run in Pro mode set MCP_LICENSE_KEY in the same config block, or call license_activate once with your key.

Tools

ToolWhat it does
statement_importRead a bank CSV into the ledger. Detects the header row under any preamble, the date, description, amount (or debit and credit) and currency columns, the date order and the number locale. Reports what it detected, what it stored, how many lines were duplicates of what is already there, and every line it skipped with the reason
transactions_listList transactions in a date range, filtered by account, category or uncategorized, with totals per currency
transactions_searchFind transactions whose description, counterparty, category or account contains the query. Substring only, never a regex
category_rulesSet or list the rules that categorise transactions. An empty match is refused, because it would stamp one category on the whole ledger. A plain match is a case-insensitive substring; regex: true compiles the pattern only if it cannot backtrack exponentially, and (a+)+ is refused and used as a substring. Setting rules re-applies them to stored transactions
transaction_categorizeSet the category on transactions by id. Nothing changes unless every id exists
statement_summaryMoney in, money out and the net for a range, grouped by category, month, account or counterparty, always per currency
reconcile_expensesMatch bank debits against the receipts in mcp-expense-tracker: same currency, same amount, within a date window. Reports matches, bank lines with no receipt, and receipts that never reached the bank. The expense ledger is only ever read
recurring_detectFind subscriptions and recurring charges: the same counterparty, an amount that barely moves, a steady cadence. Reports the cadence, the typical amount, the next expected date and the annualised cost. Two charges are one interval, so the yearly cost is withheld (cadence_confirmed: false) until a third charge confirms it
statement_exportWrite a range to csv or json and return the path. Written atomically, so a failure never leaves a half file. Replacing an existing file is allowed and reported (overwrote_existing_file)
accounts_listThe imported accounts, with bank, currencies, transaction count, date range and last balance
license_statusShow free or Pro mode
license_activateActivate a Pro key (verified offline)

Resource bank://month returns this month's money in, money out and net, grouped by category, per currency. Prompt monthly_review drives the whole month-end pass: totals, uncategorised lines, subscriptions, reconciliation.

Free vs Pro

FreePro
Accounts2unlimited
History read backlast 12 monthsall of it
Category rules5unlimited
Import, list, search, summariseyesyes
reconcile_expensesyes, 31 days at a timeany date range
recurring_detectyes, last 3 months, 5 chargesfull history, every charge
statement_exportnoyes

Import always stores every row, whatever the tier: silently dropping lines on the way in would make the ledger disagree with the bank. The free limit is on what is read back.

Get Pro: https://mcp.zovo.one/buy/bank-statement, $19 one-time for this server, $39 for every server, lifetime. Keys are verified offline; nothing is sent anywhere.

Pairs with

  • mcp-expense-tracker, log the receipts and the mileage; reconcile_expenses reads that ledger and tells you which bank debits have no receipt behind them.
  • mcp-spreadsheet, this server parses your bank CSV with the spreadsheet server's own RFC 4180 reader and locale number parser, so 1 234,56 means the same thing in both. Use it to slice an exported range.
  • mcp-invoice, the income side: raise the invoice, then watch the payment land in statement_summary grouped by counterparty.

Privacy

Everything stays on your machine. Statements are parsed locally and stored in a plain JSON file under ${XDG_DATA_HOME:-~/.local/share}/mcp-servers/bank-statement/. The server makes no network calls at all, not for licensing, not for parsing, not for anything. Deleting that directory resets it.

Built by theluckystrike. Support: [email protected]

Use these docs as an MCP server

Any MCP client (Claude, Cursor, Windsurf, VS Code) can read this repository's documentation directly via GitMCP - no install:

Source: servers/bank-statement/README.md at commit 6535b33

Tools

15

statement_import

Import a bank CSV

Call this tool to read a bank CSV into the local ledger. Columns detected from headers (date, description, amount, currency, balance); amounts use the file's locale; stored lines skipped. Returns detected/stored/skipped.

Parametersbankpathrequiredaccountcurrencyoverwrite

transactions_list

List transactions

List stored transactions in a date range, optionally for one account or category, or only the ones no rule has categorised yet. Totals are reported per currency and never added across currencies.

Parameterstofromlimitaccountcategoryuncategorized

category_rules

Set or list category rules

Read the category rules, or pass rules to REPLACE the whole list. A plain match is a substring; a regex compiles only if it cannot backtrack exponentially. An empty match is refused. Free: 5 rules.

Parametersrulesreapply_all

transaction_categorize

Categorise transactions by id

Set or clear the category on transactions by id, for a one-off no rule is worth writing for. Every id is checked first, so one unknown id refuses the whole call. category_rules matches by text instead.

Parametersidsrequiredcategoryrequired

statement_summary

What I spent, from the bank account

What was spent/received in a date range per the BANK ACCOUNT, grouped by category, month, account or counterparty. For "what did I spend in August" once imported. Totals are per currency, never summed or converted.

Parameterstotopfromaccountgroup_by

reconcile_expenses

Reconcile against the expense ledger

Match bank debits against mcp-expense-tracker entries: same currency and amount, date within a few days. Reports matches, unmatched bank lines, expenses never hitting the bank. Read-only. Free: 31 days; Pro: any range.

Parameterstorequiredfromrequiredaccountwindow_days

recurring_detect

Subscriptions and recurring charges in the bank data

Find charges that come back: debits grouped by counterparty and currency with a steady amount and interval, with cadence, typical amount, next due date and annual cost. Free: 3 months, 5 charges.

Parametersmonthsaccountmin_occurrences

statement_export

Export bank transactions to a file

Export the BANK transactions of a date range (a month, a quarter, a year) as .csv or .json and return a download link valid for one hour. This is the tool for "export September" once a statement has been imported. Nothing partial is ever written.

Parameterstorequiredfromrequiredpathrequiredformatrequiredaccountcategory

accounts_list

List accounts

List the imported accounts: bank, currencies, transaction count, first and last date, and the closing balance when the file carried one. Start here for the account names transactions_list and statement_export take.

Takes no parameters.

license_status

License status

Report this endpoint's licence state for your token as JSON: the product, the tier free or pro, why it is not Pro, and the checkout URL. Call it to explain a free-tier refusal. No arguments, nothing changes.

Takes no parameters.

license_activate

Activate license

Turn Pro on for this connection with key, an MCPL1.<payload>.<signature> issued at checkout for this server or the bundle. Data under your token stays; a wrong or expired key changes nothing. license_status confirms it.

Parameterskeyrequired

bank_upload

Upload a bank statement file

Send a bank export to this hosted endpoint. There is no filesystem here, so instead of a path you upload the file once with bank_upload and then pass its name as `path` to statement_import. Give exactly one of content (the export as text, header row included - this is the normal case for a CSV), content_base64 (the file's bytes, which keeps a UTF-16 export from Excel readable) or url. url: fetch a public file instead of pasting base64 (recommended above about 10 KB): the url is fetched here with a 10 second timeout, at most 3 redirects, public http(s) hosts only, and a 1 MB cap; the fetched file has to be delimited text, so a PDF statement is refused rather than stored. Uploads are kept for your token between calls; bank_files lists them and bank_delete_upload removes one. The request body cap is 256 KB, so a large export pasted as text has to be split by month.

Parametersurlnamerequiredcontentcontent_base64

bank_files

List uploaded statements

List the statement files stored for your token, with their sizes.

Takes no parameters.

bank_delete_upload

Delete an uploaded statement

Delete one statement file stored for your token. The transactions already imported from it are kept; transactions_list and the summary still see them.

Parametersnamerequired

Version history

4
  1. v0.23.0LatestNov 3, 2026
  2. v0.22.6Oct 14, 2026
  3. v0.22.0Sep 17, 2026
  4. v0.21.0Sep 16, 2026

Score

100% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts