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Bankstatemently

R1· needs a key

Convert PDF bank statements into structured transactions, accounts, and balances.

v2.1.0 · active · repository · website · descriptor JSON · versions

An agent can connect on its own if it already holds X_API_KEY, X_API_KEY.Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.
Quality78good
Trust97of 100
Uptime, 30 days100%
Latency p50680 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "bankstatemently-mcp": {
      "type": "http",
      "url": "https://api.bankstatemently.com/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}",
        "Authorization": "${X_API_KEY}"
      }
    }
  }
}
claude mcp add --transport http bankstatemently-mcp https://api.bankstatemently.com/mcp --header "X-API-Key: ${X_API_KEY}" --header "Authorization: ${X_API_KEY}"
[mcp_servers.bankstatemently-mcp]
url = "https://api.bankstatemently.com/mcp"
env_http_headers = { "X-API-Key" = "X_API_KEY", "Authorization" = "X_API_KEY" }
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "bankstatemently-mcp": {
      "type": "remote",
      "url": "https://api.bankstatemently.com/mcp",
      "enabled": true,
      "headers": {
        "X-API-Key": "{env:X_API_KEY}",
        "Authorization": "{env:X_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "bankstatemently-mcp": {
      "type": "http",
      "url": "https://api.bankstatemently.com/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}",
        "Authorization": "${X_API_KEY}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=bankstatemently-mcp&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYXBpLmJhbmtzdGF0ZW1lbnRseS5jb20vbWNwIiwiaGVhZGVycyI6eyJYLUFQSS1LZXkiOiIke1hfQVBJX0tFWX0iLCJBdXRob3JpemF0aW9uIjoiJHtYX0FQSV9LRVl9In19"
}
{
  "servers": {
    "bankstatemently-mcp": {
      "type": "http",
      "url": "https://api.bankstatemently.com/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}",
        "Authorization": "${X_API_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "bankstatemently-mcp": {
      "httpUrl": "https://api.bankstatemently.com/mcp",
      "headers": {
        "X-API-Key": "${X_API_KEY}",
        "Authorization": "${X_API_KEY}"
      }
    }
  }
}
extensions:
  "bankstatemently-mcp":
    enabled: true
    name: "bankstatemently-mcp"
    type: streamable_http
    uri: "https://api.bankstatemently.com/mcp"
    headers:
      "X-API-Key": "${X_API_KEY}"
      "Authorization": "${X_API_KEY}"
    timeout: 300

Placeholders to fill from your own secret store: ${X_API_KEY}, ${X_API_KEY}. The registry never accepts secret values.

Quality 78 / 100good

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • warn
    tools.description_length5 tools have descriptions over 1,024 characters, which crowds the context
  • pass
    tools.schemasevery tool has an object input schema
  • pass
    tools.annotations22 of 22 tools declare readOnlyHint or destructiveHint
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: convert_statement (idempotentHint); get_credits (idempotentHint); list_memories (idempotentHint); …
  • warn
    tools.token_costabout 15,632 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability75 · weight 15
  • warn
    stability.changes28 tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

22 tools, about 15,632 tokens to load them all · tool set 4b5f154935d1 · tools last changed 2026-10-10 · checked 2026-10-20 09:31 UTC

Tool changes

  • list_outflowschangeddescription, output schema
    before

    Every debit that left your accounts — in no confirmed transfer between your own accounts, and not a fee — each in ONE destination whose kind is also its next step: "own-account" (a printed account mask that names one of your accounts and no matched credit was found: ask for that account's statement), "account" (a printed account mask for an account outside your statements: request that account's statements; an in-kind move such as securities, crypto or escrow starts as a wire to that account and becomes visible only once the receiving statement is uploaded), "cash" (cash out: where it went cannot be followed, so the cumulative amount is the finding), "name" (a named party: review whether it was household spending) and "unknown" (nowhere the line says; kept visible, one entry per line, never merged). A destination carries the cumulative amount sent, per currency, never a balance. "mayBeOwnAccount" lists debits in an open candidate pair ("may be a move between your own accounts") apart, in no total. THE way to answer "did money disappear from my accounts, and where do I look next" — never answer it by summing list_transactions rows. Pass "dateRange" ({ from, to }, inclusive, YYYY-MM-DD) to report only debits in that range, for example from a separation date: transfers are matched over the whole scope first, so a transfer whose credit lies outside the range is still a transfer, never an outflow. Scope defaults to all your completed statements; pass "scope" to narrow to specific accounts/products and/or a date range (a scope date range also narrows what is matched — prefer "dateRange").

    after · 92% of words in common

    Every debit that left your accounts — in no confirmed transfer between your own accounts, and not a fee — each in ONE destination whose kind is also its next step: "own-account" (a printed account mask that names one of your accounts and no matched credit was found: ask for that account's statement), "account" (a printed account mask for an account outside your statements: request that account's statements; an in-kind move such as securities, crypto or escrow starts as a wire to that account and becomes visible only once the receiving statement is uploaded), "cash" (cash out: where it went cannot be followed, so the cumulative amount is the finding), "name" (a named party: review whether it was household spending) and "unknown" (nowhere the line says; kept visible, one entry per line, never merged). A destination carries the cumulative amount sent, per currency, never a balance. "mayBeOwnAccount" lists debits in an open candidate pair ("may be a move between your own accounts") apart, in no total. "unresolved" lists debits whose documents conflict about where they went (a transfer term and a payment term, no category to settle it) apart, in no total: the documents do not say where they went, so say so and ask the person to confirm. THE way to answer "did money disappear from my accounts, and where do I look next" — never answer it by summing list_transactions rows. Pass "dateRange" ({ from, to }, inclusive, YYYY-MM-DD) to report only debits in that range, for example from a separation date: transfers are matched over the whole scope first, so a transfer whose credit lies outside the range is still a transfer, never an outflow. Scope defaults to all your completed statements; pass "scope" to narrow to specific accounts/products and/or a date range (a scope date range also narrows what is matched — prefer "dateRange").

  • update_memoryadded

    Rename or rescope an existing named memory, or update its situation. The default memory is immutable. Free to use — no credits consumed.

  • create_memoryadded

    Create a named memory: a scoped lens over your accounts and dates with a user-authored name, optional situation ("bookkeeping", "divorce" or "estate"), and ChatScope. Free to use — no credits consumed.

  • list_memoriesadded

    List your memories, default memory first. The default memory covers the whole workspace. Named memories include name, situation and scope. Free to use — no credits consumed.

  • get_creditschangedoutput schema
  • adjudicate_outflowsadded

    Decide where an "unresolved" debit from list_outflows went (the documents' claims conflict and nothing settles them). Pass "verdict" and "transactionIds" when the user has told you; leave "verdict" out to let the AI judge decide the named rows, or every unresolved row. Returns the updated list_outflows answer.

  • adjudicate_transferschangedannotations
  • get_statementchangedoutput schema
  • convert_statementchangedoutput schema
  • list_outflowsadded

    Every debit that left your accounts — in no confirmed transfer between your own accounts, and not a fee — each in ONE destination whose kind is also its next step: "own-account" (a printed account mask that names one of your accounts and no matched credit was found: ask for that account's statement), "account" (a printed account mask for an account outside your statements: request that account's statements; an in-kind move such as securities, crypto or escrow starts as a wire to that account and becomes visible only once the receiving statement is uploaded), "cash" (cash out: where it went cannot be followed, so the cumulative amount is the finding), "name" (a named party: review whether it was household spending) and "unknown" (nowhere the line says; kept visible, one entry per line, never merged). A destination carries the cumulative amount sent, per currency, never a balance. "mayBeOwnAccount" lists debits in an open candidate pair ("may be a move between your own accounts") apart, in no total. THE way to answer "did money disappear from my accounts, and where do I look next" — never answer it by summing list_transactions rows. Pass "dateRange" ({ from, to }, inclusive, YYYY-MM-DD) to report only debits in that range, for example from a separation date: transfers are matched over the whole scope first, so a transfer whose credit lies outside the range is still a transfer, never an outflow. Scope defaults to all your completed statements; pass "scope" to narrow to specific accounts/products and/or a date range (a scope date range also narrows what is matched — prefer "dateRange").

Showing the latest 10. Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 97 / 100

provenance90
liveness100
freshness100
hygiene100

+repository +namespace-matches-repo +website +reachable +uptime-100% +updated-14d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://api.bankstatemently.com/mcp streamable-httpapi_key ${X_API_KEY}yes100%680 ms2026-07-282026-10-20

Tools (22)

adjudicate_outflowsDecide where an "unresolved" debit from list_outflows went (the documents' claims conflict and nothing settles them). Pass "verdict" and "transactionIds" when the user has told you; leave "verdict" out to let the AI judge decide the named rows, or every unresolved row. Returns the updated list_outflows answer.
adjudicate_transfersDecide whether ambiguous pairs from list_transfers are transfers. Pass "verdict" when the user has told you; leave it out to let the AI judge decide. Returns the updated list_transfers answer.
aggregateread-onlyCompute a single metric (sum/average/count/max/min) over a filtered set of transactions across your converted statements. Results are per-currency — never sum across currencies yourself. Scope defaults to all your completed statements; pass "scope" to narrow to specific accounts/products and/or a date range. For "how many credits do I have" / processing quota / remaining pages, use get_credits instead — that is not a transaction.
categorize_statementRun AI transaction categorization on a previously processed document, then return its category mappings. Returns cached categories with no charge if this document was already categorized. Consumes credits (pooled per page, same rate as the categorize toggle on the website) the first time — free on every re-fetch after. Every response includes a "summary" field: use it as the single source of truth for what happened.
compareread-onlySide-by-side metric comparison for two filtered groups of transactions (e.g. one category vs another, one month vs another). Scope defaults to all your completed statements; pass "scope" to narrow to specific accounts/products and/or a date range.
convert_statementConvert a bank statement PDF into structured data or a spreadsheet. When the user attaches a PDF in the conversation, it arrives automatically as pdf_file — never encode it yourself. Otherwise, pass pdf_url for a public HTTPS link. If your host has no way to reference the attached file at all (no pdf_file/pdf_url equivalent), call request_upload first and pass its upload_id here instead. The base64 pdf parameter is a last resort only, for a caller with no other way to reference the file. To convert several statements in one call, pass upload_ids (the array from a single request_upload call made with count set) instead of pdf/pdf_url/pdf_file/upload_id — mutually exclusive with those four. This batch form only ADMITS each file (queues it, or reports an already-completed duplicate) and returns immediately with a compact per-file status list plus a summary — it never waits for conversion, so call get_statement per document_id once ready rather than expecting inline results here. Returns accounts, transactions, and metadata. output_format "json" (default) returns the data inline, renderable in chat. The other formats (csv, xlsx, qbo, xero) return a time-limited download link instead: present it as a normal link. Every response includes a "summary" field: use it as the single source of truth for what happened. If the conversation is not in English, translate it faithfully into the conversation language; never add details it doesn't contain. Never echo raw status values (e.g. "completed") or field names. Consumes credits (1 per page). Page limit depends on your plan.
create_memoryCreate a named memory: a scoped lens over your accounts and dates with a user-authored name, optional situation ("bookkeeping", "divorce" or "estate"), and ChatScope. Free to use — no credits consumed.
dismiss_statementdestructiveHide a failed, rejected, or cancelled document from future list_statements results. Use this only when the user asks to clear a terminal failed/rejected/cancelled conversion from their history. This is not a delete: it marks the document dismissed and leaves stored data/artifacts untouched.
evaluate_benchmarkread-onlyScore parsed bank statement transactions against the Bankstatemently benchmark ground truth. Accepts a statement_id (e.g. "bsb-001") or content_hash, plus your parsed transactions. Returns extraction accuracy, integrity score, and an overall score. Only statements marked published: true in the catalog can be evaluated — held-out statements return an error. transactions[].originalData is optional but strongly recommended: fetch it via get_statement with data_mode: "original" and pass it through verbatim — an absent originalData scores that transaction's raw-fidelity (parsed) dimension 0; never fabricate a value. Free to use — no credits consumed. Read the benchmark://catalog resource first to see available statements and their published status.
get_creditsread-onlyYour remaining Bankstatemently credits — the processing quota, NOT credit/debit transactions. Use for: how many credits do I have, remaining pages, plan limits, quota, how many pages can I upload. 1 credit = 1 page of bank statement processing. Also reports your plan's operational limits (max pages per upload, max upload size, daily spend cap) so you can size a multi-file batch correctly before starting it.
get_statementread-onlyFetch the full converted data for a previously processed document. Use this after convert_statement returns a "processing" status, or to re-fetch results. output_format "json" (default) returns the data inline, renderable in chat. The other formats (csv, xlsx, qbo, xero) return a time-limited download link instead: present it as a normal link. data_mode selects which projection of the data you get: omit it for each output_format's existing default behavior. "normalized" is the cleaned, interpreted view; "original" includes each transaction's raw column values exactly as printed on the source PDF (originalData); "enhanced" is a reformatted view of the original columns (csv/xlsx only for now). Fetch data_mode: "original" when you plan to submit results to evaluate_benchmark — pass its originalData through verbatim; an absent originalData scores that benchmark's raw-fidelity dimension 0 for this document. Every response includes a "summary" field: use it as the single source of truth for what happened. If the conversation is not in English, translate it faithfully into the conversation language; never add details it doesn't contain. Never echo raw status values (e.g. "completed") or field names.
group_byread-onlyGroup transactions by a dimension (month/category/counterparty/account/currency) and apply a metric to each group. Results are per-currency. The "counterparty" dimension keys on the printed counterparty, else a printed account mask (••1234), else the description's name tokens, so a rail word or reference number never splits one payee; a line with no key groups under "unknown". Scope defaults to all your completed statements; pass "scope" to narrow to specific accounts/products and/or a date range.
list_memoriesread-onlyList your memories, default memory first. The default memory covers the whole workspace. Named memories include name, situation and scope. Free to use — no credits consumed.
list_outflowsread-onlyEvery debit that left your accounts — in no confirmed transfer between your own accounts, and not a fee — each in ONE destination whose kind is also its next step: "own-account" (a printed account mask that names one of your accounts and no matched credit was found: ask for that account's statement), "account" (a printed account mask for an account outside your statements: request that account's statements; an in-kind move such as securities, crypto or escrow starts as a wire to that account and becomes visible only once the receiving statement is uploaded), "cash" (cash out: where it went cannot be followed, so the cumulative amount is the finding), "name" (a named party: review whether it was household spending) and "unknown" (nowhere the line says; kept visible, one entry per line, never merged). A destination carries the cumulative amount sent, per currency, never a balance. "mayBeOwnAccount" lists debits in an open candidate pair ("may be a move between your own accounts") apart, in no total. "unresolved" lists debits whose documents conflict about where they went (a transfer term and a payment term, no category to settle it) apart, in no total: the documents do not say where they went, so say so and ask the person to confirm. THE way to answer "did money disappear from my accounts, and where do I look next" — never answer it by summing list_transactions rows. Pass "dateRange" ({ from, to }, inclusive, YYYY-MM-DD) to report only debits in that range, for example from a separation date: transfers are matched over the whole scope first, so a transfer whose credit lies outside the range is still a transfer, never an outflow. Scope defaults to all your completed statements; pass "scope" to narrow to specific accounts/products and/or a date range (a scope date range also narrows what is matched — prefer "dateRange").
list_statementsread-onlyBrowse your previously converted bank statements with pagination and optional status filter.
list_transactionsread-onlyA transaction is a single line as printed on one account's statement — one side of any movement. Return a filtered list of transactions across your converted statements, capped at 50 rows. Scope defaults to all your completed statements; pass "scope" to narrow to specific accounts/products and/or a date range. Every response names the scope it actually evaluated (document count + covered date range) and each returned row carries its source document's content_hash so you can cite it. For "how many credits do I have" / processing quota / remaining pages, use get_credits instead — that is not a transaction.
list_transfersread-onlyMatch transfers between your own accounts. A transfer is TWO transactions — a debit leaving one of your accounts and a credit arriving in another — matched as two sides of the same movement (amount and date aligned); account-level successions (an account closing into a successor) are matched too. A payment to an outside party is not a transfer here: only movements with both sides visible in your statements are matched. THE way to answer any "was money moved between my accounts" / "did I transfer X" question — never try to answer a money-moved-between-accounts question with list_transactions + arithmetic; always call this tool instead. Ties come back as "ambiguous" until decided; call adjudicate_transfers to decide them. Scope defaults to all your completed statements; pass "scope" to narrow to specific accounts/products and/or a date range. Every response reports the match window (in days) it used, even when no transfers are found — a lack of matches is never silent about how hard it looked. To find large movements with NO matching counterpart in your other accounts — e.g. "trace transfers over $10,000; which ones leave without a known destination?" — pass "amountMin": reconciled pairs and successions are filtered to that floor, and the response gains an "unmatched" bucket of large movements (debits leaving, or unexplained credits arriving) with no matching pair, candidate, or succession. Omit amountMin for the ordinary reconciled-pairs answer.
rate_statementdestructiveReport how well a previously converted bank statement was parsed: submit a 1-5 rating, optionally with structured feedback at any rating. Your rating counts toward the average ratings shown on bankstatemently.com. Calling this again for the same document updates your existing rating without clearing feedback already submitted for it. Returns the stored rating state in the response — there is no separate tool to read your own rating back. Every response includes a "summary" field: use it as the single source of truth for what happened.
request_uploadMint a single-use upload URL for pushing a conversation-attached PDF to Bankstatemently before converting it. Use this ONLY when you have no other way to reference the attached file (no pdf_file/pdf_url equivalent for this host) — e.g. a code-execution sandbox that can see the file on disk but has no URL for it. Playbook: (1) check your sandbox's uploads/attachments directory first — if the file isn't there yet, the mount can lag behind the conversation; ask the user to re-attach or wait a moment and check again before calling this tool. (2) Call request_upload to get upload_url and upload_id. (3) PUT the raw PDF bytes to upload_url with header Content-Type: application/pdf, e.g.: `curl -X PUT "<upload_url>" -H "Content-Type: application/pdf" --data-binary @<path-to-file>`. (4) Once the PUT succeeds, call convert_statement with upload_id set to the same value — never pdf/pdf_url/pdf_file for this flow. The URL and token are single-use and expire quickly; call request_upload again for a fresh one if the PUT fails partway through — never retry a failed PUT against the same URL. If the PUT fails with a network error or a "host not allowed"-style denial, the sandbox is likely blocking outbound requests to api.bankstatemently.com — tell the user to add api.bankstatemently.com to their host's code-execution allowed-domains setting (on claude.ai: Settings → Capabilities → Code execution) and retry. To convert several statements at once, pass count (1-100) instead of calling this tool once per file: the response returns "uploads", an array of that many { upload_id, upload_url } pairs — PUT each file to its own upload_url, then make ONE convert_statement call with upload_ids set to every upload_id. Free to use — no credits consumed (conversion itself still costs credits, same as any other convert_statement call).
time_seriesread-onlyCompute a time series by grouping transactions into week or month buckets and applying a metric — useful for trends. Scope defaults to all your completed statements; pass "scope" to narrow to specific accounts/products and/or a date range.
top_nread-onlyReturn the top N groups ranked by metric (descending), per-currency for monetary metrics. Scope defaults to all your completed statements; pass "scope" to narrow to specific accounts/products and/or a date range.
update_memorydestructiveRename or rescope an existing named memory, or update its situation. The default memory is immutable. Free to use — no credits consumed.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.bankstatemently/bankstatemently-mcp",
  "title": "Bankstatemently",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://api.bankstatemently.com/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "X-API-Key",
          "isSecret": true,
          "isRequired": true,
          "description": "Your Bankstatemently API key (bsk_live_...). Create one at https://bankstatemently.com/developer"
        }
      ]
    }
  ],
  "version": "2.1.0",
  "repository": {
    "url": "https://github.com/bankstatemently/plugins",
    "source": "github"
  },
  "websiteUrl": "https://bankstatemently.com/developers/mcp",
  "description": "Convert PDF bank statements into structured transactions, accounts, and balances."
}