{"uid":"cap_NuCD2rngj4urwmM_9vd0M","slug":"jemeen-csv-quality-check-a7c56bff","name":"Jemeen CSV Quality Check","description":"Pay-per-call verification and data services for AI agents: CSV quality, citation verification, AI readiness audits, requirements extraction, JSON Schema validation. x402 USDC, MCP and A2A.","url":"https://jemeen-agent-services.onrender.com/v1/csv-quality?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":null,"responseSchema":{"type":"json","example":{"issues":[{"code":"duplicate_rows","count":1,"message":"1 rows exactly duplicate an earlier row.","examples":[{"line":4,"duplicateOfLine":3}],"severity":"warning"}],"summary":{"rows":3,"score":84,"errors":0,"columns":3,"warnings":3,"delimiter":",","hasHeader":true},"recommendedFixes":["Remove or reconcile exact duplicate rows."]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.05","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","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":"$0.05/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_GU6CApSiTmgKfiAVx3iE9","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.05","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Analyzes a CSV file for quality issues such as duplicate rows, missing values, formatting problems, and structural errors, returning a scored report with recommended fixes.","exampleAgentPrompt":"Can you check the quality of this CSV file and tell me if there are any duplicate rows, errors, or formatting issues I should fix before I load it into my database?","exampleUseCases":[{"title":"Pre-import data pipeline validation","prompt":"Before I upload this CSV to our data warehouse, can you run a quality check on it and flag any duplicates, missing fields, or structural errors that would break the import?"},{"title":"Automated data quality gate in ETL","prompt":"I have a CSV export from our CRM — can you score its quality and list out all the warnings and errors so I know if it's safe to process, or if I need to clean it up first?"},{"title":"Auditing third-party data deliveries","prompt":"Our vendor just sent over a CSV file with customer records. Can you analyze it for quality issues like duplicate rows or bad formatting and give me a summary score so I can decide whether to accept or reject the delivery?"}],"resultDescription":"A JSON object containing a summary with total row count, column count, delimiter, header detection, an overall quality score (0-100), counts of errors and warnings, a list of individual issues each with a code, count, message, severity, and line-level examples, plus an array of recommended fixes to apply.","failureModes":["Malformed or non-CSV content returns a parsing error","Empty file or zero-row CSV may produce a minimal or error report","Payment not received via x402 returns HTTP 402","Oversized CSV may time out or be rejected","Missing required body fields return a 400 bad request"],"whenToPreferThis":"Choose this endpoint when you need a fast, quantified quality assessment of a CSV file with actionable fix recommendations before ingestion or processing. It is purpose-built for agent pipelines that need a structured JSON quality report rather than a generic linting tool, and its per-call x402 micropayment model makes it cost-effective for on-demand checks without subscription overhead.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-11-02T18:32:46.337Z","isFirstParty":false,"canonicalSlug":"jemeen-csv-quality-check-a7c56bff"}