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pineapplesour.github.io

pineapplesour.github.io

live Unverified (seed import) Finance & Crypto 15 tools imperative implementation

Drop a bank or card statement into the tab. Nothing uploads. A WebMCP agent analyses it in place, and you watch every tool call it makes.

First seen 2026-11-05 · Last seen 2026-11-05 · Source: webmcp.com

Answer 8 · Act 7 · Transact 0 · Score: Not yet scored

Tool inspector

summarize_spending

answer imperative

Group the transactions and total each group - by category, merchant, month, account or day. This is the cheap way to answer almost any 'how much' question; it reads every matching row but returns only the groups.

Page: /tallyroom/

Input schema

PropertyTypeRequiredDescription
from string no Only include transactions on or after this date (YYYY-MM-DD).
to string no Only include transactions on or before this date (YYYY-MM-DD).
category string no Restrict to one category. Use 'Uncategorised' for rows with no category yet.
account string no Restrict to accounts whose name contains this text.
merchant string no Restrict to a merchant. Matching is fuzzy, so 'starbucks' catches every branch and spelling.
search string no Free-text match against the transaction description.
flow string no Which side of the ledger to include. Defaults to all.
minAmount number no Minimum absolute amount.
maxAmount number no Maximum absolute amount.
groupBy string no What to group by. Defaults to category.
top number no Keep only the largest N groups and fold the rest into 'Other'.
Raw JSON schema
{
  "type": "object",
  "properties": {
    "from": {
      "type": "string",
      "description": "Only include transactions on or after this date (YYYY-MM-DD)."
    },
    "to": {
      "type": "string",
      "description": "Only include transactions on or before this date (YYYY-MM-DD)."
    },
    "category": {
      "type": "string",
      "description": "Restrict to one category. Use 'Uncategorised' for rows with no category yet."
    },
    "account": {
      "type": "string",
      "description": "Restrict to accounts whose name contains this text."
    },
    "merchant": {
      "type": "string",
      "description": "Restrict to a merchant. Matching is fuzzy, so 'starbucks' catches every branch and spelling."
    },
    "search": {
      "type": "string",
      "description": "Free-text match against the transaction description."
    },
    "flow": {
      "type": "string",
      "enum": [
        "all",
        "spend",
        "income"
      ],
      "description": "Which side of the ledger to include. Defaults to all."
    },
    "minAmount": {
      "type": "number",
      "description": "Minimum absolute amount."
    },
    "maxAmount": {
      "type": "number",
      "description": "Maximum absolute amount."
    },
    "groupBy": {
      "type": "string",
      "enum": [
        "category",
        "merchant",
        "month",
        "account",
        "day"
      ],
      "description": "What to group by. Defaults to category."
    },
    "top": {
      "type": "number",
      "description": "Keep only the largest N groups and fold the rest into 'Other'."
    }
  }
}

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