{"id":"4dfa981b-b834-40f7-a582-99dfbb28e4b2","shortId":"JaNB2u","kind":"mpp","title":"Generate full AI research reports asynchronously via Tako's deep research platform.","tagline":"Generate full AI research reports asynchronously via Tako's deep research platform.","description":"Tako's `/api/mpp/v1/reports/generate` endpoint triggers asynchronous generation of a comprehensive research report. You submit a natural-language research query as a JSON POST body, receive an HTTP 202 Accepted response, and then poll the companion `/api/mpp/v1/reports/status` endpoint (free, receipt-authenticated) until the report is ready. Reports are produced by Tako's AI research pipeline, which pulls from licensed, structured data sources and the web to deliver cited, visual, insight-driven deliverables.\n\nPayment is handled via the MPP 402 flow using the Tempo method (pathUSD on chain 4217). The per-request price is approximately $5.50 (5,499,999 base units at 6 decimals). No signup or API key is required — callers authenticate purely through the payment receipt. The provider also covers transaction fees (feePayer: true).\n\nTako offers a broader suite of MPP endpoints including fast search (~$0.037), deep search (~$0.55), data visualization (~$0.037), chart editing (~$0.007), and ThinViz card creation (~$0.004). The report generation endpoint is the most expensive, reflecting the depth of research involved. Tako's platform emphasizes transparent methodology, source citations, and interactive visual outputs. Documentation is available at docs.tako.com.","tags":["data","visualization","charts","research","search","reports","datasets","analytics"],"capabilities":["research-report-generation","async-polling","ai-data-analysis","natural-language-query","cited-sources","mpp-payment","tempo-settlement","no-api-key-required"],"categories":["research","data","llm"],"synonyms":["AI research report","deep research","data analysis report","automated report generation","Tako report","knowledge report","AI analyst"],"warnings":["Request body schema is untyped (generic object) — exact required fields are unknown and the example request is inferred.","Response schema is not documented; the example response is speculative.","Full developer documentation at docs.tako.com was not crawled; details may differ.","The currency address 0x20c0...8b50 on chain 4217 is assumed to be pathUSD with 6 decimals based on the Tempo method and OpenAPI price of $5.50; if decimals differ the actual price would change."],"endpointUrl":"https://tako.com/api/mpp/v1/reports/generate","protocol":"mpp","transport":"http","auth":{"type":"mpp","details":{"realm":"tako.com","intent":"charge","method":"stripe","service_methods":{"stripe":{"assets":["usd"],"intents":["charge"]}}}},"qualityScore":"0.550","qualityRationale":"The endpoint is live (402 MPP challenge captured) with clear pricing and a documented OpenAPI entry, but the request/response schemas are untyped (generic `object`), no concrete field-level documentation or example payloads are provided, and the detailed docs at docs.tako.com were not crawled. The example request and response JSON are inferred, not 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'/api/mpp/v1/reports/status':61 '0.004':178 '0.007':173 '0.037':164,170 '0.55':167 '202':53 '402':105 '4217':114 '499':124 '5':123 '5.50':122 '6':129 '999':125 'AI analyst' 'AI research report' 'Tako report' 'accept':54 'ai':3,15,78 'ai-data-analysis' 'also':147 'api':134 'approxim':121 'async-polling' 'asynchron':6,18,30 'authent':66,139 'automated report generation' 'avail':207 'base':126 'bodi':49 'broader':156 'caller':138 'card':176 'chain':113 'chart':171 'citat':200 'cite':93 'cited-sources' 'companion':60 'comprehens':34 'cover':148 'creation':177 'data':86,168 'data analysis report' 'decim':130 'deep':10,22,165 'deep research' 'deliv':92 'deliver':98 'depth':189 'docs.tako.com':209 'document':205 'driven':97 'edit':172 'emphas':196 'endpoint':28,62,160,182 'expens':186 'fast':162 'fee':150 'feepay':151 'flow':106 'free':63 'full':2,14 'generat':1,13,31,181 'handl':101 'http':52 'includ':161 'insight':96 'insight-driven':95 'interact':202 'involv':192 'json':47 'key':135 'knowledge report' 'languag':42 'licens':84 'method':110 'methodolog':198 'mpp':104,159 'mpp-payment' 'natur':41 'natural-languag':40 'natural-language-query' 'no-api-key-required' 'offer':154 'output':204 'pathusd':111 'payment':99,143 'per':117 'per-request':116 'pipelin':80 'platform':12,24,195 'poll':58 'post':48 'price':119 'produc':74 'provid':146 'pull':82 'pure':140 'queri':44 'readi':71 'receipt':65,144 'receipt-authent':64 'receiv':50 'reflect':187 'report':5,17,36,69,72,180 'request':118 'requir':137 'research':4,11,16,23,35,43,79,191 'research-report-generation' 'respons':55 'search':163,166 'signup':132 'sourc':87,199 'structur':85 'submit':38 'suit':157 'tako':8,20,25,76,153,193 'tempo':109 'tempo-settlement' 'thinviz':175 'transact':149 'transpar':197 'trigger':29 'true':152 'unit':127 'use':107 'via':7,19,102 'visual':94,169,203 'web':90","prices":[{"id":"8013ad41-b242-4622-ad35-6834a5c21e15","listingId":"4dfa981b-b834-40f7-a582-99dfbb28e4b2","amountUsd":"5.5","unit":"per_call","nativeCurrency":"USD","nativeAmount":"550","chain":null,"payTo":null,"paymentMethod":"mpp-stripe","isPrimary":true,"details":{"realm":"tako.com","intent":"charge","method":"stripe","dynamic":false,"decimals":2,"unit_type":"request","amount_hint":null,"raw_payment":{"amount":"550","intent":"charge","method":"stripe","currency":"usd","decimals":2,"unitType":"request","description":"Generate a research report (async)"},"asset_contract":"usd"},"createdAt":"2026-04-18T20:01:30.881Z"}],"sources":[{"listingId":"4dfa981b-b834-40f7-a582-99dfbb28e4b2","source":"mpp_dev","sourceId":"tako:POST:/api/mpp/v1/reports/generate","sourceUrl":"https://mpp.dev/api/services","isPrimary":true,"firstSeenAt":"2026-04-18T20:01:30.881Z","lastSeenAt":"2026-04-22T01:15:15.387Z"}],"details":{"listingId":"4dfa981b-b834-40f7-a582-99dfbb28e4b2","quickStartSnippet":"# 1. HEAD the endpoint to get the 402 challenge\ncurl -I -X HEAD https://tako.com/api/mpp/v1/reports/generate\n\n# 2. Pay the Tempo challenge, obtain receipt\n# 3. POST with receipt in Authorization header\ncurl -X POST https://tako.com/api/mpp/v1/reports/generate \\\n  -H 'Content-Type: application/json' \\\n  -H 'Authorization: Payment <receipt>' \\\n  -d '{\"query\": \"Compare OpenAI and Anthropic revenue growth in 2025\"}'","exampleRequest":{"query":"Compare OpenAI and Anthropic revenue growth in 2025"},"exampleResponse":{"jobId":"rpt_abc123xyz","status":"accepted","message":"Report generation started. Poll the status endpoint for results.","pollUrl":"/api/mpp/v1/reports/status?jobId=rpt_abc123xyz"},"schema":{"path":"/api/mpp/v1/reports/generate","method":"POST","payment":{"amount":"550","intent":"charge","method":"stripe","currency":"usd","decimals":2,"unitType":"request","description":"Generate a research report (async)"},"description":"Generate a research report (async)"},"openapiUrl":null,"agentsTxtUrl":null,"citations":[{"claim":"The endpoint returns a 402 MPP challenge with method=tempo, intent=charge, amount=5499999 on chainId 4217","source_url":"https://tako.com/api/mpp/v1/reports/generate"},{"claim":"OpenAPI lists the report generation endpoint at price $5.500000 with pollPath /api/mpp/v1/reports/status","source_url":"https://tako.com"},{"claim":"Tako is described as an AI data analyst / deep research platform with search, visualization, and report generation","source_url":"https://tako.com"},{"claim":"Tako pricing page lists Free, Starter ($25/mo), AI Research Analyst ($500/mo), and Enterprise tiers all including Report Generation","source_url":"https://tako.com/pricing"},{"claim":"OpenAPI x-guidance states all endpoints accept JSON POST bodies and pay per-request via MPP 402 flow with no signup required","source_url":"https://tako.com"}],"useCases":["Generating comprehensive investment or company analysis reports on demand","Producing market and macroeconomic research deliverables for strategy teams","Automating evidence-backed research reports for due diligence workflows","Building agent pipelines that produce polished, cited research documents without human intervention","Embedding report generation into internal tools for data and analytics teams"],"bestFor":["AI agents that need to produce structured, cited research reports programmatically","Research and strategy teams automating deep analysis workflows","Developers building data-intensive applications that require on-demand report generation"],"notFor":["Quick, low-latency data lookups (use Tako's fast search endpoint instead)","Use cases requiring real-time streaming results (use the deep threads SSE endpoint instead)","Scenarios where $5.50 per report is cost-prohibitive for high-volume batch processing"],"kindDetails":{"docs":{"llmsTxt":"https://tako.com/.well-known/agent.md","homepage":"https://tako.com"},"tags":["data","visualization","charts","research","search","reports","datasets","analytics"],"realm":"tako.com","status":"active","methods":{"stripe":{"assets":["usd"],"intents":["charge"]}},"provider":{"url":"https://tako.com","name":"Tako"},"categories":["data","search","ai"],"service_id":"tako","integration":"first-party","service_name":"Tako","service_description":"Data visualization and research platform. Search datasets, generate charts, and build research reports with AI."},"updatedAt":"2026-04-22T01:15:15.387Z"}}