{"id":"9c5fd7eb-2061-43c6-8394-e63fa42c2806","shortId":"DCz5x5","kind":"mpp","title":"Generate data visualizations from natural-language search queries via Tako's AI platform.","tagline":"Generate data visualizations from natural-language search queries via Tako's AI platform.","description":"Tako's `/api/mpp/v1/visualize` endpoint accepts a natural-language query and returns AI-generated data visualizations (charts, tables, maps, etc.) drawn from Tako's index of licensed data sources or the web. It is part of Tako's broader data visualization and research platform, which also offers fast search, deep research, chart editing, and full report generation endpoints.\n\nThe endpoint is paid per-request via the MPP (Machine Payment Protocol) 402 flow using the Tempo method on chain 4217. The price per call is 36,666 base units of the payment currency. The exact token and its decimals are not fully confirmed from the probe material, but the OpenAPI spec lists the human-readable price as $0.036667 per request. No API key or signup is required — payment is handled inline via the 402 challenge/response cycle. The provider covers gas fees (feePayer: true).\n\nTako positions itself as an AI data analyst that produces structured, citable \"knowledge cards\" with source attribution, timestamps, and methodology notes. The visualize endpoint is designed for agents and applications that need to turn a question into an embeddable, visual answer. Request and response schemas are not fully documented in the OpenAPI spec (request body is typed as a generic JSON object), so callers should consult Tako's full documentation at docs.tako.com for field-level details.","tags":["data","visualization","charts","research","search","reports","datasets","analytics"],"capabilities":["data-visualization","natural-language-query","chart-generation","ai-data-analysis","mpp-402-payment","tempo-settlement","per-request-pricing","knowledge-cards","source-citation"],"categories":["data","visualization","search"],"synonyms":["data visualization API","chart generation API","AI data analyst","knowledge card","Tako visualize","natural language chart","data search visualization","Tako API"],"warnings":["Request body schema is a bare `{\"type\": \"object\"}` with no documented fields — callers must consult docs.tako.com for actual parameters.","Response schema is undocumented; no example response was available.","The payment currency contract address (0x20c0…8b50) and its decimals could not be independently verified from the crawl; the $0.036667 price is taken from the OpenAPI x-payment-info.","Full developer documentation at docs.tako.com was not included in the crawl bundle."],"endpointUrl":"https://tako.com/api/mpp/v1/visualize","protocol":"mpp","transport":"http","auth":{"type":"mpp","details":{"realm":"tako.com","intent":"charge","method":"stripe","service_methods":{"stripe":{"assets":["usd"],"intents":["charge"]}}}},"qualityScore":"0.520","qualityRationale":"The endpoint is live (402 MPP challenge captured) and the OpenAPI spec confirms pricing and summary, but the request/response schemas are untyped generic objects. No response examples or detailed field documentation were available from the crawl. Full docs at docs.tako.com were not crawled (404 at /docs on the main 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