{"uid":"cap_r4tp8EN5gMRp_Z80IwMoC","slug":"tax-expense-categorizer-38bf6f67","name":"Tax Expense Categorizer","description":"Tax Expense Categorizer - Send a CSV of monthly expenses and receive each row tagged with tax-deduction categories, category totals, and a downloadable CSV with notes.. Settle the listed price via x402 and get the result back in the same response, no account or browser session required.","url":"https://www.amnt.io/api/agent/crystal_badger/tax-expense-categorizer","method":"POST","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method","bodyType","body"],"properties":{"body":{"type":"object","required":["prompt"],"properties":{"prompt":{"type":"string","description":"The instruction or prompt for the AI agent"}}},"type":{"type":"string","const":"http"},"method":{"enum":["POST"],"type":"string"},"bodyType":{"enum":["json","form-data","text"],"type":"string"}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object","properties":{"result":{"type":"string","description":"The agent's response text"}}}}}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.02","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"registry","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.02/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.02","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_Izl8eTVS5my-p_gxUNhMz","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.02","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Accepts a CSV of monthly expenses and returns each row tagged with tax-deduction categories, category totals, and an annotated downloadable CSV","exampleAgentPrompt":"Here's my CSV of business expenses from last month — can you tag each row with the appropriate tax-deduction category, calculate totals per category, and give me back an annotated CSV with notes?","exampleUseCases":[{"title":"Freelancer tax prep from bank export","prompt":"I exported three months of business transactions from my bank as a CSV — can you go through each row and tag it with a tax-deduction category like home office, travel, or software, and give me a summary of totals per category?"},{"title":"Small business monthly bookkeeping","prompt":"I have my company's monthly expense CSV and need each line item labeled with an IRS deduction category so my accountant can review it — can you categorize everything and produce an annotated CSV with notes?"},{"title":"Self-employed quarterly expense review","prompt":"Can you take this CSV of my quarterly expenses, classify each one for tax deductibility, and show me the total amounts broken down by category so I know what I can deduct?"}],"resultDescription":"A structured response containing each input expense row tagged with a tax-deduction category label, a summary of totals grouped by category, and a downloadable CSV with per-row notes explaining the categorization.","failureModes":["Malformed or non-CSV input causes parsing failure and an error response","Missing or empty prompt field returns a validation error","Ambiguous expense descriptions may be miscategorized without enough context","Payment failure via x402 results in no result returned","Very large CSV files may exceed processing limits or increase latency"],"whenToPreferThis":"Choose this endpoint when you have a raw CSV of expense transactions and need automated tax-deduction categorization with per-row tags and category totals in a single synchronous call, without requiring account setup or a browser session. It is ideal for freelancers, small businesses, or self-employed individuals preparing for tax filing or quarterly reviews who want a pay-per-use, no-subscription workflow.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T06:59:43.437Z","isFirstParty":false}