{"uid":"cap_GSdCsJh615BNgG0S07qwW","slug":"m2mcent-data-analytics-sentiment-classifier-mcp-77498602","name":"M2MCent Data Analytics Sentiment Classifier MCP","description":"The premier global index of 1,069 monetized MCP nodes across 205 specialized subdomains. Gasless USDC runtime settlements via x402 V2 Spec on Base L2. Save 95% token context.","url":"https://api.m2mcent.com/data-analytics-sentiment-classifier-mcp-199/api/execute?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","required":["dataset"],"properties":{"dataset":{"type":"string"}}},"responseSchema":{"type":"object","required":["report"],"properties":{"report":{"type":"boolean"}}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.15","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":"$0.31775/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.31775","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.31775","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_1OtgL1AbJLtvFWxxLNZI6","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.31775","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Classifies sentiment from a dataset string and returns a boolean report result via a monetized MCP node.","exampleAgentPrompt":"Run sentiment classification on this dataset: 'Customers are overwhelmingly satisfied with the new onboarding flow but frustrated by billing delays' — I need a boolean sentiment report back.","exampleUseCases":[{"title":"Customer review sentiment batch check","prompt":"Classify the sentiment of this customer feedback dataset: 'The product quality is excellent but shipping takes too long and support is unresponsive.' Give me a boolean report on whether it's positive or negative overall."},{"title":"Social media monitoring sentiment flag","prompt":"I have this social media text dataset from yesterday's product launch: 'Everyone loves the new feature but the app crashes constantly.' Can you run sentiment classification on it and return whether the overall sentiment is positive?"},{"title":"NPS comment sentiment screening","prompt":"Analyze the sentiment of this NPS comment dataset: 'Great value for money, intuitive UI, though documentation could be clearer.' Return a boolean report on the sentiment result."}],"resultDescription":"Returns a JSON object with a 'report' boolean field indicating the sentiment classification outcome of the submitted dataset — true or false representing the sentiment determination.","failureModes":["Missing 'dataset' field in request body returns validation error","Empty or null dataset string may return unexpected boolean result","Payment failure via x402 protocol results in 402 response and no classification","Malformed JSON input causes 400 Bad Request","Very large dataset strings may be truncated or cause timeout"],"whenToPreferThis":"Choose this endpoint when you need a simple, lightweight boolean sentiment signal from a text dataset with minimal token overhead, and you are operating in an x402-compatible payment environment using USDC on Base L2. Best suited for pipelines that need a true/false sentiment flag rather than a detailed multi-class probability score.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-13T00:41:13.435Z","isFirstParty":false,"canonicalSlug":"m2mcent-data-analytics-sentiment-classifier-mcp-77498602"}