{"id":"f8528185-826d-42bb-85ea-dbb140b94666","shortId":"qELqSU","kind":"mpp","title":"Async multi-hop web research tasks via Parallel, paid per-call with pathUSD on Tempo.","tagline":"Async multi-hop web research tasks via Parallel, paid per-call with pathUSD on Tempo.","description":"The Parallel Task endpoint (`POST /api/task`) runs asynchronous, multi-hop web research tasks powered by Parallel Web Systems. You submit a research query along with a processor tier — \"ultra\" ($0.30/task, highest quality) or \"pro\" ($0.10/task, faster) — and receive a `run_id`. You then poll `GET /api/task/{runId}` (free, no payment required) until the task status reaches \"completed\", which can take 1–5+ minutes depending on complexity and tier.\n\nPayment is handled via the Machine Payment Protocol (MPP) on the Tempo blockchain using pathUSD. The endpoint returns an HTTP 402 challenge; the `npx mppx` CLI or SDK signs the challenge and retries automatically. No manual credential construction is needed. Rate limits are 60 requests per minute per IP, and all payments are final with no refunds once confirmed on-chain.\n\nThis endpoint is part of the broader Parallel API gateway, which also offers web search (`/api/search`, $0.01/query) and URL content extraction (`/api/extract`, $0.01/URL). Free utility endpoints include task polling and wallet balance checks. The full API schema is available at `GET /api` for programmatic self-discovery by agents.","tags":["search","web","extraction","research"],"capabilities":["multi-hop-web-research","async-task-execution","deep-research","web-search","content-extraction","mpp-tempo-payment","pathUSD-settlement","agent-cli-integration","task-polling"],"categories":["search","ai"],"synonyms":["web research API","deep research task","multi-hop search","async research agent","parallel web systems","AI research task","automated web investigation","deep web query"],"warnings":["Probe returned 404 because the endpoint only accepts POST; this does not indicate the endpoint is down.","No detailed response schema for completed task results is documented — only run_id/poll_url on creation and status on polling.","All payments are final; no refunds once confirmed on-chain.","The /docs and /pricing pages return 404; documentation lives on the homepage and GET /api."],"endpointUrl":"https://parallelmpp.dev/api/task","protocol":"mpp","transport":"http","auth":{"type":"mpp","details":{"realm":"parallelmpp.dev","intent":"charge","method":"tempo","service_methods":{"tempo":{"assets":["0x20c000000000000000000000b9537d11c60e8b50"],"intents":["charge"]}}}},"qualityScore":"0.780","qualityRationale":"Full OpenAPI schema with clear pricing, request/response structure, and detailed agent integration docs. The probe did not capture a live 402 challenge (POST-only endpoint was probed with HEAD/GET, returning 404), but the OpenAPI spec and crawled docs are comprehensive. Response schema for completed tasks is not documented, so the example response is inferred from the docs' description of run_id and poll_url.","verified":false,"liveness":"unknown","lastLivenessCheck":null,"agentReviews":{"count":0,"score_avg":null,"cost_usd_avg":null,"success_rate":null,"latency_p50_ms":null,"narrative_summary":null,"summary_updated_at":null},"enrichmentModel":"anthropic/claude-opus-4.6","enrichmentVersion":2,"enrichedAt":"2026-04-19T16:08:42.577Z","embedding":[-0.006011963,-0.00055122375,0.031585693,0.00016140938,0.0070877075,-0.02305603,-0.0113220215,0.05368042,0.064208984,-0.040161133,0.053466797,-0.015312195,0.011375427,-0.068603516,0.006450653,0.0029659271,-0.038146973,0.014862061,-0.0062026978,0.048553467,0.0046310425,-0.014915466,-0.0473938,0.013900757,-0.047943115,-0.052825928,-0.017807007,0.037750244,-0.009178162,-0.03817749,0.029006958,-0.036468506,-0.02029419,0.019317627,-0.0073509216,0.03286743,-0.035247803,0.057556152,-0.0049743652,-0.010231018,-0.000034451485,-0.052734375,0.00066041946,0.014556885,-0.04840088,-0.017166138,-0.029251099,0.0018491745,0.018707275,0.018157959,-0.0053901672,0.029464722,-0.019836426,0.01638794,-0.02784729,-0.0020542145,0.0134887695,-0.0011348724,0.018936157,-0.0062026978,0.021118164,-0.029663086,0.0011110306,-0.023925781,-0.019897461,0.020507812,-0.011703491,0.022476196,-0.033843994,0.035980225,0.031143188,0.031219482,0.03643799,-0.02784729,-0.0112838745,-0.015167236,-0.015296936,0.044189453,-0.0061035156,-0.0013799667,-0.017364502,-0.017700195,-0.030776978,0.020050049,0.014450073,-0.0038013458,-0.04034424,0.00016438961,-0.03640747,0.018554688,-0.056396484,0.010917664,0.01083374,0.03805542,0.041046143,0.0027751923,-0.048339844,0.036224365,0.0032672882,0.057403564,0.016967773,-0.056549072,-0.021270752,-0.0072746277,0.013008118,0.014228821,0.024887085,-0.009208679,0.009407043,0.0032653809,-0.08203125,-0.01991272,-0.035949707,0.008674622,0.059509277,-0.023971558,-0.006576538,0.0046539307,0.0035438538,-0.04296875,-0.09637451,0.040100098,0.023361206,0.003370285,-0.016967773,-0.01878357,-0.026306152,-0.02571106,0.023742676,0.01727295,0.028518677,-0.00806427,0.027694702,-0.04257202,0.0036125183,0.0039596558,-0.04360962,-0.0236969,-0.00894165,-0.019348145,0.018081665,-0.0073509216,0.028457642,0.026016235,-0.045715332,0.016784668,-0.035064697,0.0014820099,-0.05291748,-0.009841919,-0.021820068,-0.058441162,-0.046569824,0.026031494,-0.008758545,-0.0021018982,-0.03274536,0.040405273,-0.05053711,0.006526947,0.0008611679,-0.001285553,0.0121536255,-0.008079529,-0.0034332275,0.025665283,-0.0023975372,0.0010128021,-0.08331299,-0.017456055,-0.032714844,-0.04071045,-0.05545044,0.018707275,0.022964478,-0.05722046,-0.029647827,-0.0040397644,-0.028747559,-0.05154419,-0.014930725,0.011100769,0.028274536,0.014190674,-0.047790527,-0.038116455,0.013938904,0.09106445,0.004722595,0.044555664,0.055389404,0.01953125,0.02722168,0.024780273,-0.028305054,0.003944397,0.045928955,0.025161743,0.00015437603,0.02909851,0.021133423,-0.014503479,0.017150879,0.055755615,0.010139465,0.0048828125,0.011413574,-0.02861023,0.002008438,-0.012336731,0.05996704,0.017242432,0.020751953,0.023025513,-0.028305054,-0.06951904,-0.029327393,0.017318726,0.009803772,0.04586792,-0.015991211,-0.004787445,-0.024276733,0.047332764,-0.0063209534,0.024658203,0.051635742,-0.037872314,-0.0011548996,-0.014572144,0.031204224,0.0073432922,-0.028381348,0.013404846,-0.0012788773,-0.0074424744,0.027038574,-0.0206604,0.0052604675,-0.04763794,-0.0137786865,-0.009124756,0.032104492,-0.01763916,0.008071899,0.025787354,-0.01878357,-0.06304932,0.039611816,0.0062675476,0.01777649,0.010154724,-0.032165527,-0.0074501038,-0.017288208,-0.024642944,-0.003967285,0.061401367,-0.024536133,-0.014213562,0.03741455,0.026031494,-0.007881165,0.048461914,-0.0008673668,-0.023345947,0.0178833,-0.017410278,-0.018829346,-0.004180908,0.04324341,0.04083252,0.05090332,-0.02748108,-0.054718018,0.015022278,0.03967285,-0.0029029846,-0.017059326,-0.008552551,-0.014045715,0.026123047,0.041809082,-0.012367249,0.026687622,0.01586914,0.03062439,-0.010017395,-0.005355835,0.011444092,-0.038635254,0.01737976,0.02998352,-0.010810852,0.033355713,0.027145386,0.06976318,-0.0340271,0.035858154,-0.015670776,0.03729248,0.00258255,-0.008720398,-0.072753906,0.018600464,0.04534912,-0.042419434,-0.017868042,-0.0395813,-0.0317688,-0.020446777,0.06262207,-0.0074691772,0.0033130646,0.011100769,-0.04385376,0.013824463,-0.02848816,-0.008857727,-0.081604004,-0.00047922134,-0.033447266,0.003479004,0.037261963,0.017120361,-0.014884949,-0.02116394,-0.030197144,-0.0033245087,0.009216309,0.010696411,-0.05633545,0.024169922,-0.038513184,-0.024154663,0.0039367676,-0.0047340393,0.0134887695,0.01171875,0.031951904,-0.05102539,-0.045196533,-0.010009766,-0.020065308,0.006286621,0.010948181,0.017684937,-0.0051651,-0.011856079,0.03768921,-0.0076293945,-0.0014972687,0.03451538,0.020568848,-0.017196655,-0.023620605,-0.015205383,-0.0418396,-0.04812622,-0.0063972473,-0.061035156,0.01234436,-0.006587982,0.009750366,0.056396484,0.011802673,-0.056854248,-0.05822754,-0.006298065,-0.03616333,0.02696228,0.023345947,-0.002904892,0.0063056946,-0.022750854,0.0184021,-0.016311646,0.04510498,0.0017986298,0.047973633,0.057037354,0.024627686,-0.028244019,0.011756897,-0.00016760826,0.03488159,0.01876831,-0.004180908,-0.015945435,-0.039855957,0.05203247,-0.013145447,0.0016345978,-0.01776123,0.012168884,0.0023479462,0.05331421,0.02027893,0.02458191,-0.006916046,0.03363037,0.0035247803,-0.045288086,0.013145447,-0.006500244,0.012481689,0.028808594,0.009132385,0.06149292,-0.009613037,0.03173828,-0.010185242,0.019577026,-0.0013637543,0.03515625,-0.030227661,-0.03274536,0.02532959,0.024887085,0.0127334595,0.011604309,-0.033477783,0.010139465,0.0024147034,-0.04360962,0.021652222,0.046936035,-0.037994385,0.0003271103,-0.023727417,0.00020253658,0.005016327,0.06774902,-0.00066947937,-0.01109314,-0.025405884,0.05215454,0.038635254,-0.0072746277,-0.019760132,0.000828743,-0.010864258,-0.04248047,0.032318115,-0.03817749,-0.018554688,0.01777649,0.0039901733,-0.010253906,-0.024475098,0.013435364,-0.010681152,0.012565613,0.05230713,-0.02078247,-0.032104492,0.044555664,0.03692627,0.0023422241,-0.013038635,0.05596924,0.0056648254,0.00995636,-0.040100098,0.0034217834,0.03161621,0.005466461,0.03817749,0.0014438629,0.03579712,0.040222168,0.007205963,0.0028705597,-0.010940552,-0.03805542,0.0015716553,0.002439499,0.018676758,-0.007835388,0.008308411,0.020385742,-0.020828247,-0.035705566,0.018295288,0.0056610107,0.089904785,-0.03829956,0.015571594,-0.025527954,0.011779785,0.018371582,0.023406982,0.05319214,-0.014678955,-0.016204834,-0.01777649,-0.041809082,0.022903442,-0.008888245,0.034332275,-0.024337769,-0.04434204,-0.031219482,-0.010597229,0.010047913,0.012123108,-0.010414124,-0.0019083023,-0.0093688965,0.043304443,0.0048179626,0.03869629,0.034057617,0.0009994507,-0.014831543,0.014480591,0.013397217,0.030410767,0.05328369,-0.021026611,0.0074310303,0.024002075,-0.040649414,-0.0074501038,0.0016860962,-0.04925537,-0.021133423,-0.0690918,-0.0036754608,0.0045318604,-0.0085372925,0.036956787,0.0385437,-0.038330078,-0.012329102,0.013404846,-0.007835388,-0.032989502,-0.05026245,-0.029586792,-0.006942749,-0.044708252,-0.0062179565,0.004673004,0.026321411,-0.0018348694,0.054138184,0.0077667236,-0.006378174,-0.007583618,0.028701782,-0.0116119385,0.019104004,0.011444092,0.020446777,0.028533936,0.008384705,-0.06591797,0.027191162,-0.000033974648,0.0062026978,0.017837524,0.008125305,-0.012649536,-0.008605957,0.0211792,-0.020187378,-0.0121536255,-0.03741455,0.014305115,-0.0047454834,0.006729126,-0.010505676,-0.016448975,0.02784729,-0.0022602081,-0.0062828064,-0.026733398,0.016906738,0.02067566,-0.044128418,-0.008804321,0.030014038,0.057037354,0.0021247864,0.038604736,0.0004005432,-0.016052246,0.00027275085,0.04147339,0.019378662,0.03326416,0.048217773,-0.01083374,-0.012428284,-0.014122009,0.012374878,-0.020431519,0.009208679,-0.0036373138,0.005355835,-0.02279663,0.00063610077,-0.0073661804,-0.010070801,-0.0032482147,-0.0128479,0.021881104,0.051361084,-0.008628845,0.008132935,-0.018051147,-0.0057411194,-0.044769287,0.0340271,0.023010254,-0.010955811,0.004436493,0.01663208,-0.002067566,-0.0020751953,-0.010940552,0.00028443336,-0.014595032,0.011962891,-0.03225708,-0.010375977,-0.030700684,0.0064582825,0.055664062,-0.0049743652,-0.016723633,0.041900635,-0.016357422,0.016845703,0.027145386,0.03173828,-0.010009766,0.026519775,-0.058502197,0.023986816,0.02319336,-0.011428833,-0.028564453,0.009063721,-0.02078247,-0.024139404,-0.013069153,0.0118637085,-0.023254395,-0.01473999,-0.03427124,0.056762695,0.002029419,0.026504517,-0.00059461594,-0.049072266,-0.02204895,-0.035888672,-0.0009822845,-0.035827637,0.021697998,-0.014373779,-0.010139465,-0.005405426,0.0066947937,0.0357666,0.07470703,0.015853882,0.012023926,-0.022247314,0.054656982,0.013923645,0.081848145,-0.0038204193,-0.02609253,0.014320374,-0.05166626,0.018447876,0.029190063,-0.02243042,-0.011207581,-0.01889038,-0.000063955784,0.01890564,-0.00023984909,0.010871887,0.026412964,0.040222168,0.0047683716,0.022155762,-0.011444092,0.026306152,-0.0040397644,0.024383545,-0.012374878,-0.008079529,0.008918762,-0.030960083,-0.016571045,-0.024093628,-0.017059326,0.0032520294,-0.05596924,-0.038391113,0.0048179626,0.019119263,0.03125,0.0072784424,0.012145996,-0.0335083,0.010650635,-0.0423584,0.028778076,-0.011657715,0.01083374,-0.03111267,0.0036334991,-0.03918457,-0.0057144165,-0.023849487,0.03665161,-0.030059814,-0.009864807,-0.008117676,-0.024368286,-0.040222168,0.02458191,-0.0017356873,-0.007205963,-0.0017309189,0.00756073,-0.07055664,-0.013198853,-0.012008667,-0.020187378,0.016586304,-0.010284424,-0.024902344,0.0075302124,-0.003616333,0.0016717911,-0.022979736,-0.0020751953,0.010604858,-0.021270752,0.027145386,-0.016586304,-0.011505127,-0.017593384,-0.017349243,0.011077881,-0.000105798244,0.037078857,0.027557373,-0.008987427,-0.019165039,0.0057907104,-0.0093688965,0.03173828,-0.0146484375,0.022201538,-0.0115737915,0.00274086,0.010749817,0.020370483,-0.011634827,0.0036754608,-0.0008125305,-0.0075569153,0.027801514,0.024612427,-0.011245728,0.029281616,0.043121338,0.017669678,0.021118164,-0.0074310303,0.033935547,0.0038833618,0.009681702,-0.023223877,0.0032234192,-0.025619507,-0.026290894,0.0051002502,-0.015701294,-0.010360718,-0.02835083,-0.019943237,-0.05819702,-0.0395813,0.005355835,0.015625,0.021759033,-0.0049209595,0.0015058517,-0.078063965,-0.028961182,0.016220093,-0.026489258,-0.00094366074,-0.0030536652,0.013885498,0.01977539,0.008712769,0.010108948,0.068237305,-0.028640747,-0.028640747,-0.0154953,-0.00085639954,-0.012588501,0.000831604,0.0065689087,0.026245117,-0.03302002,-0.021591187,-0.026382446,-0.027877808,0.03540039,-0.04458618,-0.013000488,0.002149582,0.025634766,0.011482239,-0.030380249,-0.004085541,-0.021697998,0.002746582,0.010574341,-0.018371582,0.042663574,-0.01776123,-0.0047187805,0.031204224,-0.024108887,-0.014915466,-0.032104492,0.029586792,0.03881836,0.005596161,0.010597229,0.005897522,0.016418457,-0.037231445,-0.000073850155,-0.01473999,-0.02961731,0.024459839,-0.0070762634,0.03274536,-0.007247925,0.000890255,0.0140686035,0.011688232,0.008476257,-0.019042969,0.011123657,-0.015899658,-0.017044067,0.010414124,0.03652954,-0.012260437,0.04348755,0.03475952,-0.0061149597,-0.020553589,0.026306152,0.04928589,0.01675415,0.041992188,-0.016616821,0.0066566467,0.010887146,0.0028266907,-0.041900635,0.03543091,-0.028671265,0.016159058,-0.025604248,-0.017501831,-0.05029297,-0.027175903,-0.04675293,-0.0024147034,-0.0042419434,0.02507019,-0.038635254,0.012634277,-0.028381348,-0.010139465,-0.0065078735,-0.01222229,0.02255249,0.038848877,-0.01739502,0.033996582,0.015548706,-0.027694702,-0.0019483566,0.02986145,0.010040283,0.020080566,0.0052337646,0.0042304993,-0.027618408,-0.004432678,0.005016327,-0.010536194,0.02142334,-0.0000044703484,0.03375244,0.02104187,-0.0062789917,-0.03503418,0.00068712234,0.009223938,0.010375977,-0.023803711,0.028320312,-0.042907715,0.018447876,-0.022949219,0.011329651,-0.008811951,-0.006942749,-0.02772522,0.023925781,-0.01739502,0.008888245,-0.009277344,-0.010757446,0.016998291,-0.004032135,-0.036468506,0.009880066,-0.016952515,-0.0069236755,0.02671814,0.02458191,0.037353516,0.009162903,-0.010948181,0.01826477,-0.018798828,0.021331787,0.034606934,-0.024307251,0.0012359619,-0.00031113625,-0.047302246,0.00033903122,-0.04812622,-0.010391235,0.0053367615,-0.011428833,-0.011634827,0.055511475,0.025497437,-0.004749298,0.01651001,-0.015029907,-0.01675415,0.0015602112,-0.0038375854,0.0032863617,0.036590576,0.013923645,0.0368042,-0.008964539,0.07385254,0.0390625,0.018753052,-0.020843506,0.016647339,0.0072669983,-0.0231781,0.028823853,-0.0044784546,-0.0052604675,0.0418396,-0.021743774,-0.030303955,0.021743774,0.012413025,-0.005771637,0.035186768,0.057037354,0.0032863617,0.03439331,-0.006084442,0.011947632,-0.005332947,-0.003129959,-0.042022705,-0.00032424927,-0.008125305,0.046691895,-0.006713867,0.010772705,-0.027542114,0.025436401,-0.03189087,0.008033752,0.016616821,0.045135498,-0.0019073486,0.01727295,-0.025650024,0.028305054,-0.012817383,-0.050628662,-0.04788208,-0.015945435,-0.013122559,-0.0046539307,0.0031166077,0.004184723,-0.00617218,0.013031006,0.015151978,0.013755798,0.0034656525,0.0033168793,-0.0335083,0.023223877,0.006702423,0.011688232,-0.013221741,0.023788452,0.016830444,0.015167236,0.0038890839,0.01927185,0.029281616,-0.0021038055,0.025787354,0.025756836,-0.008369446,-0.0027942657,0.033599854,0.0011320114,0.0234375,0.010719299,0.027008057,0.003665924,-0.005138397,0.013793945,0.020736694,0.0022716522,0.03253174,0.017181396,-0.0069122314,0.043701172,0.0055007935,0.01828003,-0.029174805,-0.005252838,-0.0020008087,-0.0038661957,-0.008178711,0.025054932,-0.03189087,0.00409317,0.009880066,0.014442444,-0.025283813,-0.02961731,-0.012214661,-0.0023517609,0.027145386,0.0110321045,0.0057296753,0.021102905,0.026519775,0.0053901672,-0.009513855,0.01184845,0.0073776245,-0.008224487,0.034484863,-0.003660202,-0.009223938,-0.007713318,0.021514893,0.0026664734,0.03062439,0.0021190643,0.032958984,-0.0107803345,-0.011894226,0.00077438354,-0.00022935867,0.019134521,-0.02420044,-0.026885986,0.027175903,0.011131287,-0.011291504,-0.019454956,0.014373779,0.008644104,0.0034656525,-0.028564453,-0.008102417,0.021057129,-0.025527954,-0.0005040169,-0.0057411194,0.025787354,0.029251099,0.037322998,-0.028961182,-0.012138367,-0.017196655,0.024108887,-0.031311035,-0.028808594,-0.015357971,-0.0071029663,0.0040893555,0.036010742,0.01689148,0.025222778,0.022720337,0.0069389343,0.026275635,-0.016098022,0.0032520294,0.03967285,-0.062347412,-0.006767273,0.0154418945,0.016799927,0.020904541,-0.018692017,0.03302002,0.0029754639,0.009407043,0.015609741,-0.021575928,0.009605408,0.014259338,0.000052511692,0.02670288,0.0055007935,0.06982422,0.0078125,0.014335632,-0.0055007935,0.010063171,0.033843994,0.023910522,0.0061683655,0.0017080307,-0.010185242,-0.027252197,0.006210327,-0.0039596558,0.017944336,0.03390503,-0.0064926147,0.02696228,0.032562256,0.012832642,0.040405273,0.006832123,0.06567383,0.030639648,-0.00055742264,-0.013290405,-0.03515625,-0.026290894,0.008331299,-0.0017490387,-0.006088257,-0.011497498,0.0002527237,-0.018157959,0.0033683777,-0.006565094,-0.008605957,0.0178833,0.039794922,0.020812988,-0.020828247,0.008880615,0.018447876,0.008377075,-0.029647827,-0.025665283,0.010383606,0.030929565,-0.006175995,0.017288208,0.00085163116,-0.0072746277,0.0057029724,0.035369873,0.0008301735,0.02947998,0.0053520203,0.034423828,0.053833008,0.032073975,-0.0044288635,-0.023773193,0.007095337,-0.004272461,0.041534424,0.0062446594,0.00497818,-0.02078247,0.013031006,-0.03250122,0.0059547424,-0.014228821,-0.015403748,-0.0019607544,-0.0036392212,-0.011238098,-0.009895325,0.033447266,-0.009773254,0.056762695,-0.006565094,0.008132935,0.020996094,0.024154663,0.01083374,-0.052001953,0.0013589859,-0.031204224,-0.0048599243,-0.025772095,0.016571045,-0.00504303,-0.00017774105,0.0052375793,0.029724121,-0.0059127808,-0.00055885315,-0.018508911,0.005672455,0.03012085,0.016220093,-0.011375427,0.009757996,-0.0059051514,0.022994995,-0.016052246,-0.0057640076,-0.0051574707,0.014793396,-0.0047302246,0.014465332,0.0003812313,-0.007095337,0.0115737915,-0.0055007935,-0.017456055,0.018447876,0.0036334991,0.027801514,0.0057144165,-0.017501831,0.026977539,0.0072746277,-0.03062439,-0.0058517456,-0.023513794,0.03555298,0.025360107,-0.01689148,-0.00983429,0.034484863,0.012069702,0.018081665,0.04776001,0.0025367737,0.040405273,0.03878784,0.0023937225,-0.032714844,0.03024292,-0.019943237,-0.008865356,0.024108887,0.0028381348,-0.007041931,-0.020446777,-0.010139465,0.024658203,-0.031204224,0.013420105,-0.0032672882,-0.010620117,0.013381958,0.005882263,0.000019431114,-0.00944519,-0.022415161,-0.034362793,-0.019332886,-0.011039734,0.0037574768,0.0052757263,-0.017974854,-0.06604004,0.007259369,-0.0101623535,-0.012458801,-0.022201538,0.040740967,0.0158844,0.0017576218,-0.0013065338,0.0012760162,-0.0043029785,-0.011146545,0.01473999,-0.013572693,-0.020843506,-0.01335144,-0.022888184,-0.030929565,-0.03555298,-0.007205963,0.010978699,-0.0055885315,0.030776978,-0.015426636,-0.006187439,0.0026416779,0.0012426376,0.033081055,0.005821228,-0.050323486,-0.0046043396,0.04135132,0.023483276,0.008018494,0.006843567,0.016616821,-0.028701782,0.05645752,0.027267456,0.024017334,-0.015655518,0.061645508,-0.039001465,0.034606934,-0.002538681,0.013885498,-0.0057792664,0.009880066,-0.011886597,0.019744873,-0.008033752,0.020629883,0.039794922,-0.0012073517,-0.0075302124,0.035827637,-0.0001578331,-0.012580872,0.018753052,-0.0070610046,-0.0012016296,-0.02784729,-0.01524353,0.003358841,0.042907715,0.008758545,-0.012451172,-0.0044059753,0.0050315857,-0.044128418,0.013519287,-0.025360107,0.0029773712,-0.027252197,0.011306763,0.0033416748,-0.021148682,0.020385742,-0.011947632,0.008323669,0.028045654,0.018493652,-0.042297363,-0.015731812,0.033203125,0.021560669,-0.022583008,0.017593384,-0.014266968,0.02067566,0.007980347,-0.0140686035,0.0104904175,0.009780884,0.015853882,-0.031433105,0.014266968,0.05407715,0.0013151169,-0.032836914,0.012191772,-0.0021457672,-0.010292053,0.018310547,0.005367279,-0.015640259,-0.0037555695,0.002779007,0.021621704,0.0007953644,-0.0178833,-0.008338928,-0.0014762878,0.005016327,0.0046463013,0.009414673,0.03527832,-0.014533997,-0.0055122375,0.029769897,-0.0040130615,0.0036525726,-0.043182373,-0.021942139,0.0015449524,-0.016098022,0.0023593903,-0.0357666,-0.018722534,0.018081665,-0.0357666,-0.027511597,0.011146545,-0.023513794,0.0023040771,-0.02859497,-0.00020182133,-0.01991272,-0.028808594,0.000003993511,0.019897461,-0.029037476,-0.0011386871,0.00031805038,-0.017028809,-0.0031795502,-0.023071289,-0.0262146,-0.01701355,-0.012619019,0.00082445145,0.009979248,0.029937744,0.015640259,-0.0048217773,0.026763916,-0.015625,0.0013875961,-0.020263672,0.011764526,0.039855957,0.030593872,0.043518066,-0.024795532,0.02180481,0.006099701,0.015899658,-0.023834229,0.005050659,0.012626648,0.018157959,0.0020561218,0.010375977,0.0014047623,0.04196167,0.0017948151,0.025772095,-0.034332275,0.014533997,-0.021575928,0.0027370453,-0.0062675476,0.006286621,0.016174316,-0.03845215,-0.007385254,0.010421753,-0.0034389496,0.020812988,0.020935059,-0.0004041195,0.011810303,-0.03250122,0.02545166,0.023422241,0.032928467,-0.00045084953,-0.010139465,-0.020339966,0.018829346,-0.010559082,0.025665283,-0.014678955,0.03604126,0.01473999,-0.005744934,0.0009832382,-0.0071487427,0.007785797,-0.01914978,0.004924774,-0.026443481,-0.0017757416,-0.00932312,0.005882263,0.0009851456,-0.009147644,-0.043395996,0.00026011467,0.0031604767,0.06903076,-0.0015516281,0.018051147,-0.0014925003,-0.020080566,-0.012527466,-0.027038574],"createdAt":"2026-04-18T19:59:23.384Z","updatedAt":"2026-04-22T04:15:07.743Z","lastSeenAt":"2026-04-22T04:15:07.743Z","tsv":"'/api':211 '/api/extract':190 '/api/search':183 '/api/task':40,83 '/query':185 '/task':66,72 '/url':192 '0.01':184,191 '0.10':71 '0.30':65 '1':98 '402':126 '5':99 '60':149 'AI research task' 'agent':218 'agent-cli-integration' 'along':59 'also':179 'api':176,205 'async':1,18 'async research agent' 'async-task-execution' 'asynchron':42 'automat':139 'automated web investigation' 'avail':208 'balanc':201 'blockchain':118 'broader':174 'call':13,30 'chain':167 'challeng':127,136 'check':202 'cli':131 'complet':94 'complex':103 'confirm':164 'construct':143 'content':188 'content-extraction' 'credenti':142 'deep research task' 'deep web query' 'deep-research' 'depend':101 'discoveri':216 'endpoint':38,122,169,195 'extract':189 'faster':73 'final':159 'free':85,193 'full':204 'gateway':177 'get':82,210 'handl':108 'highest':67 'hop':4,21,45 'http':125 'id':78 'includ':196 'ip':154 'limit':147 'machin':111 'manual':141 'minut':100,152 'mpp':114 'mpp-tempo-payment' 'mppx':130 'multi':3,20,44 'multi-hop':2,19,43 'multi-hop search' 'multi-hop-web-research' 'need':145 'npx':129 'offer':180 'on-chain':165 'paid':10,27 'parallel':9,26,36,51,175 'parallel web systems' 'part':171 'pathUSD-settlement' 'pathusd':15,32,120 'payment':87,106,112,157 'per':12,29,151,153 'per-cal':11,28 'poll':81,198 'post':39 'power':49 'pro':70 'processor':62 'programmat':213 'protocol':113 'qualiti':68 'queri':58 'rate':146 'reach':93 'receiv':75 'refund':162 'request':150 'requir':88 'research':6,23,47,57 'retri':138 'return':123 'run':41,77 'runid':84 'schema':206 'sdk':133 'search':182 'self':215 'self-discoveri':214 'sign':134 'status':92 'submit':55 'system':53 'take':97 'task':7,24,37,48,91,197 'task-polling' 'tempo':17,34,117 'tier':63,105 'ultra':64 'url':187 'use':119 'util':194 'via':8,25,109 'wallet':200 'web':5,22,46,52,181 'web research API' 'web-search'","prices":[{"id":"1bbafb85-cc10-40fd-8d49-ebd455055d3b","listingId":"f8528185-826d-42bb-85ea-dbb140b94666","amountUsd":null,"unit":"per_call","nativeCurrency":"pathUSD","nativeAmount":null,"chain":"tempo","payTo":null,"paymentMethod":"mpp-tempo","isPrimary":true,"details":{"realm":"parallelmpp.dev","intent":"charge","method":"tempo","dynamic":true,"decimals":6,"unit_type":null,"amount_hint":"$0.10 – $0.30","raw_payment":{"intent":"charge","method":"tempo","dynamic":true,"currency":"0x20c000000000000000000000b9537d11c60e8b50","decimals":6,"amountHint":"$0.10 – $0.30","description":"Multi-hop web research task - price varies by processor"},"asset_contract":"0x20c000000000000000000000b9537d11c60e8b50"},"createdAt":"2026-04-18T19:59:23.384Z"}],"sources":[{"listingId":"f8528185-826d-42bb-85ea-dbb140b94666","source":"mpp_dev","sourceId":"parallel:POST:/api/task","sourceUrl":"https://mpp.dev/api/services","isPrimary":true,"firstSeenAt":"2026-04-18T19:59:23.384Z","lastSeenAt":"2026-04-22T04:15:07.743Z"}],"details":{"listingId":"f8528185-826d-42bb-85ea-dbb140b94666","quickStartSnippet":"# 1. Create a Tempo account\nnpx mppx account create\n\n# 2. Fund wallet with pathUSD, then run a task\nnpx mppx https://parallelmpp.dev/api/task --method POST -J '{\"input\":\"HVAC market overview USA\",\"processor\":\"ultra\"}'\n\n# 3. Poll for results (free)\ncurl https://parallelmpp.dev/api/task/<run_id>","exampleRequest":{"input":"Brief HVAC market overview USA","processor":"ultra"},"exampleResponse":{"run_id":"trun_xxxxx","status":"pending","poll_url":"/api/task/trun_xxxxx"},"schema":{"path":"/api/task","method":"POST","payment":{"intent":"charge","method":"tempo","dynamic":true,"currency":"0x20c000000000000000000000b9537d11c60e8b50","decimals":6,"amountHint":"$0.10 – $0.30","description":"Multi-hop web research task - price varies by processor"},"description":"Multi-hop web research task - price varies by processor"},"openapiUrl":null,"agentsTxtUrl":null,"citations":[{"claim":"Task endpoint pricing: $0.30 for ultra, $0.10 for pro processor","source_url":"https://parallelmpp.dev/api"},{"claim":"Tasks are asynchronous and can take 1–5+ minutes; poll GET /api/task/{runId} until completed","source_url":"https://parallelmpp.dev"},{"claim":"Payment via MPP/Tempo using pathUSD; 402 challenge handled by npx mppx","source_url":"https://parallelmpp.dev"},{"claim":"Rate limit: 60 requests/minute per IP","source_url":"https://parallelmpp.dev"},{"claim":"All payments are final, no refunds available once confirmed on-chain","source_url":"https://parallelmpp.dev/api"},{"claim":"Polling GET /api/task/{runId} is free — no payment required","source_url":"https://parallelmpp.dev"}],"useCases":["Running deep, multi-step web research on a topic (e.g., market overviews, competitive analysis) without manual browsing","AI agents autonomously performing paid research tasks and polling for results","Generating comprehensive research briefs from a single natural-language query","Combining search and extraction in a single async pipeline for structured intelligence gathering"],"bestFor":["AI agents needing autonomous deep web research capabilities","Developers building research automation pipelines with pay-per-use pricing","Tasks requiring multi-hop reasoning across multiple web sources","Scenarios where comprehensive quality matters more than sub-second latency"],"notFor":["Real-time, low-latency lookups (tasks take 1–5+ minutes; use /api/search with mode \"fast\" instead)","Free or unpaid usage — every task call requires pathUSD on Tempo","Use cases requiring refunds or reversible transactions (all payments are final)"],"kindDetails":{"docs":{"homepage":"https://parallelmpp.dev/#agents"},"tags":["search","web","extraction","research"],"realm":"parallelmpp.dev","status":"active","methods":{"tempo":{"assets":["0x20c000000000000000000000b9537d11c60e8b50"],"intents":["charge"]}},"provider":{"url":"https://parallel.ai","name":"Parallel"},"categories":["search","ai"],"service_id":"parallel","integration":"first-party","service_name":"Parallel","service_description":"Web search, page extraction, and multi-hop web research."},"updatedAt":"2026-04-22T04:15:07.743Z"}}