{"id":"eddb2c80-65bd-4606-a372-f39248afaac1","shortId":"4sNceT","kind":"x402","title":"AI swarm agent that analyzes Virtuals Protocol projects by TVL, volume, holders, FDV, and price trends.","tagline":"AI swarm agent that analyzes Virtuals Protocol projects by TVL, volume, holders, FDV, and price trends.","description":"AI Investment Scout is a Questflow \"Swarm\" endpoint that accepts natural-language queries about AI agent and Virtuals Protocol investment opportunities. It analyzes real-time on-chain metrics—TVL, 24-hour trading volume, number of holders, fully diluted valuation (FDV), and price trends—to surface projects with high growth potential. The endpoint is powered by Questflow's agent infrastructure and is accessible via the x402 payment protocol.\n\nThe endpoint accepts a POST request with a single required field, `input` (a string containing your question or prompt to the agent), and returns a JSON response with a `response` string field containing the agent's analysis. Payment is handled via the x402 protocol on the Base network using USDC (asset 0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913), with a maximum cost of 0.50 USDC per request (500000 in 6-decimal units) and a timeout of up to 1200 seconds.\n\nDocumentation beyond the x402 challenge itself is sparse. There is no OpenAPI spec, no dedicated docs page, and no public API reference from Questflow for this specific swarm endpoint. The input/output schema is inferred entirely from the x402 challenge's `outputSchema` field. Questflow's main site describes a broader AI Clone platform for autonomous trading across Polymarket, Pump.fun, OKX, and other markets, but this particular endpoint is narrowly focused on Virtuals Protocol project discovery.","tags":[],"capabilities":["virtuals-protocol-analysis","ai-agent-discovery","on-chain-metrics","tvl-analysis","fdv-analysis","holder-count","price-trend-analysis","natural-language-query","x402-payment","usdc-base-network"],"categories":["crypto","llm","research"],"synonyms":["Virtuals Protocol scanner","AI agent investment finder","crypto project screener","on-chain analytics agent","Questflow swarm","AI token research","Virtuals ecosystem explorer"],"warnings":["No OpenAPI spec or dedicated API documentation available","Response format and content quality are inferred from the x402 outputSchema only—no real example responses observed","This endpoint provides crypto investment-related analysis; outputs should not be treated as financial advice","Maximum timeout of 1200 seconds suggests responses may take significant time to generate","Exact data sources and freshness of on-chain metrics are unspecified"],"endpointUrl":"https://api.questflow.ai/x402/swarm/qrn:swarm:68e682637ad7f91b3bd15611","protocol":"x402","transport":"http","auth":{"type":"x402","details":[{"asset":"0xf33CAC2bB6B26e7615B1873c84e4174Ae193A9aa","extra":{"name":"AUSD","version":"2"},"payTo":"0x6507bB5e04C9db8493Fc457567E139a383AF9fa0","scheme":"exact","network":"base","mimeType":"application/json","resource":"https://api.questflow.ai/x402/swarm/qrn:swarm:68e682637ad7f91b3bd15611","description":"AI Investment Scout is a smart Swarm that helps you discover the best investment opportunities in the world of AI Agents and Virtuals Protocol projects.\nPowered by Virtuals Agent, this Swarm analyzes real-time data such as TVL, 24-hour volume, number of holders, FDV, and price trends to find projects with high growth potential.\n\nWith AI Investment Scout, you can:\n\nDiscover the latest and most promising AI projects\n\nCompare performance and key metrics between projects\n\nGet quick insights based on real data\n\n🚀 Discover opportunities before anyone else — let AI work for you.  | Powered by Questflow","outputSchema":{"input":{"type":"http","method":"POST","bodyFields":{"input":{"type":"string","required":true,"description":"Your message to the agent"}},"discoverable":true},"output":{"response":{"type":"string","required":true,"description":"Response from the agent"}}},"maxAmountRequired":"500000","maxTimeoutSeconds":1200}]},"qualityScore":"0.450","qualityRationale":"The x402 challenge is live and provides a clear input/output schema, pricing, and payment details. However, there is no OpenAPI spec, no dedicated documentation, and no example responses. The response format is inferred solely from the outputSchema in the 402 challenge. The crawled Questflow site describes the broader platform but offers no specifics about this swarm endpoint's behavior or data 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'0x833589fcd6edb6e08f4c7c32d4f71b54bda02913':154 '1200':175 '24':65 '500000':164 '6':166 'AI agent investment finder' 'AI token research' 'Questflow swarm' 'Virtuals Protocol scanner' 'Virtuals ecosystem explorer' 'accept':42,105 'access':97 'across':232 'agent':3,19,49,93,124,137 'ai':1,17,33,48,226 'ai-agent-discovery' 'analysi':139 'analyz':5,21,56 'api':197 'asset':153 'autonom':230 'base':149 'beyond':178 'broader':225 'chain':62 'challeng':181,215 'clone':227 'contain':117,135 'cost':158 'crypto project screener' 'decim':167 'dedic':191 'describ':223 'dilut':73 'discoveri':250 'doc':192 'document':177 'endpoint':40,87,104,205,242 'entir':211 'fdv':13,29,75 'fdv-analysis' 'field':113,134,218 'focus':245 'fulli':72 'growth':84 'handl':142 'high':83 'holder':12,28,71 'holder-count' 'hour':66 'infer':210 'infrastructur':94 'input':114 'input/output':207 'invest':34,53 'json':128 'languag':45 'main':221 'market':238 'maximum':157 'metric':63 'narrowli':244 'natur':44 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'x402-payment'","prices":[{"id":"3116f2de-4958-4aeb-bfb1-75e665ac865e","listingId":"eddb2c80-65bd-4606-a372-f39248afaac1","amountUsd":null,"unit":"per_call","nativeCurrency":"AUSD","nativeAmount":"500000","chain":"base","payTo":"0x6507bB5e04C9db8493Fc457567E139a383AF9fa0","paymentMethod":"x402-ausd","isPrimary":true,"details":{"scheme":"exact","mime_type":"application/json","accepts_all":[{"asset":"0xf33CAC2bB6B26e7615B1873c84e4174Ae193A9aa","extra":{"name":"AUSD","version":"2"},"payTo":"0x6507bB5e04C9db8493Fc457567E139a383AF9fa0","scheme":"exact","network":"base","mimeType":"application/json","resource":"https://api.questflow.ai/x402/swarm/qrn:swarm:68e682637ad7f91b3bd15611","description":"AI Investment Scout is a smart Swarm that helps you discover the best investment opportunities in the world of AI Agents and Virtuals Protocol projects.\nPowered by Virtuals Agent, this Swarm analyzes real-time data such as TVL, 24-hour volume, number of holders, FDV, and price trends to find projects with high growth potential.\n\nWith AI Investment Scout, you can:\n\nDiscover the latest and most promising AI projects\n\nCompare performance and key metrics between projects\n\nGet quick insights based on real data\n\n🚀 Discover opportunities before anyone else — let AI work for you.  | Powered by Questflow","outputSchema":{"input":{"type":"http","method":"POST","bodyFields":{"input":{"type":"string","required":true,"description":"Your message to the agent"}},"discoverable":true},"output":{"response":{"type":"string","required":true,"description":"Response from the agent"}}},"maxAmountRequired":"500000","maxTimeoutSeconds":1200}],"asset_contract":"0xf33CAC2bB6B26e7615B1873c84e4174Ae193A9aa","max_timeout_seconds":1200},"createdAt":"2026-04-18T18:31:02.819Z"}],"sources":[{"listingId":"eddb2c80-65bd-4606-a372-f39248afaac1","source":"x402_bazaar","sourceId":"https://api.questflow.ai/x402/swarm/qrn:swarm:68e682637ad7f91b3bd15611","sourceUrl":"https://api.cdp.coinbase.com/platform/v2/x402/discovery/resources","isPrimary":true,"firstSeenAt":"2026-04-18T18:31:02.819Z","lastSeenAt":"2026-04-22T04:00:48.194Z"}],"details":{"listingId":"eddb2c80-65bd-4606-a372-f39248afaac1","quickStartSnippet":"curl -X POST https://api.questflow.ai/x402/swarm/qrn:swarm:68e682637ad7f91b3bd15611 \\\n  -H \"Content-Type: application/json\" \\\n  -H \"X-PAYMENT: <x402_payment_token>\" \\\n  -d '{\"input\": \"What are the top 5 Virtuals Protocol projects by TVL?\"}'","exampleRequest":{"input":"What are the top 5 Virtuals Protocol projects by TVL?"},"exampleResponse":{"response":"Here are the top 5 Virtuals Protocol projects ranked by TVL: ..."},"schema":{"input":{"type":"http","method":"POST","bodyFields":{"input":{"type":"string","required":true,"description":"Your message to the agent"}},"discoverable":true},"output":{"response":{"type":"string","required":true,"description":"Response from the agent"}}},"openapiUrl":null,"agentsTxtUrl":null,"citations":[{"claim":"Endpoint accepts POST with an 'input' string field and returns a 'response' string, per the x402 outputSchema","source_url":"https://api.questflow.ai/x402/swarm/qrn:swarm:68e682637ad7f91b3bd15611"},{"claim":"Payment is 0.50 USDC max on Base network (asset 0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913) with 1200s timeout","source_url":"https://api.questflow.ai/x402/swarm/qrn:swarm:68e682637ad7f91b3bd15611"},{"claim":"Analyzes TVL, 24-hour volume, number of holders, FDV, and price trends for Virtuals Protocol 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charting or raw time-series data exports"],"kindDetails":{"x402_version":1,"resource_type":"http","bazaar_last_updated":"2026-02-17T23:15:16.388Z"},"updatedAt":"2026-04-22T04:00:48.194Z"}}