# pronto.stream — Korasi Kamili Inayosomeka na Mashine (llms-full.txt) (Kiswahili)

> Injini ya ishara ya wakati halisi na seva ya Itifaki ya Muktadha wa Mfano (MCP) kwa mawakala wa AI wenye kujitegemea, mifuko ya uwekezaji ya kwantumu, na wahandisi wa data. Huu ni mkusanyiko uliopanuliwa; faharasa iko kwenye https://pronto.stream/llms-sw.txt

Imetengenezwa moja kwa moja: 2026-09-24 06:02 UTC. Kila nambari hapa chini ni halisi na huru kutajwa.

## Vipimo vya Moja kwa Moja (source: https://pronto.stream/sw/seo/stats.json)
- Ishara zilizosindikwa (za kudumu, zinadumu baada ya kuanzishwa upya): 396,362,224
- Nchi zenye ishara za moja kwa moja sasa: 214
- Domains zenye ishara za moja kwa moja sasa: 28
- Mada zinazofuatiliwa moja kwa moja sasa: 28
- Mito ya RSS katika katalogi: 96,455 Kupitia upande mwingine 230 nchi
- Viunganishi vya API vilivyopangiliwa: 99
- Bidhaa za Fusion: 35 · Zana za MCP: 15 · Tokeni za CWF dhidi ya JSON iliyopangwa kwa nafasi: -50%

## Hatua ya Kutolewa
- Inapatikana kwa ujumla: mpigaji asiye thibitishwa hupata simu 30 kwa dakika na mistari 25 kwa kila jibu; dola moja ya mikopo ya simu, pasi au mpango huongeza zote mbili.
- Uso wa MCP una matoleo: mabadiliko yanayovunja yanatolewa chini ya toleo kuu jipya.
- Hakuna SLA ya muda wa upatikanaji iliyochapishwa, na hakuna inayodokezwa.
- Call credits, passes, Builder na Team zina bei zilizoorodheshwa na ni huduma za kujihudumia; Enterprise ni ushirikiano wa muundo na mshirika, unaoamuliwa bei kulingana na makubaliano. Hatutauza SLA ya uzalishaji ambayo hatuna.

## Kazi ya waya huu
- **Habari na hali ya dunia**: Kila hatari, uwasilishaji, mlipuko na uzinduzi kwenye saa moja, kila safu ikibeba ni lini ilionekana na inatoka wapi. global_news_attention huorodhesha kile ambacho dunia inasoma kwa sasa; news_response_latency inapima muda gani tukio la kimwili linachukua kufika kwa vyombo vya habari, ikihusishwa kwenye gazeti mahali ambapo matukio hayo mawili yanashirikiana badala ya nchi ambayo yaliwasilishwa chini yake. Kutokea kwa pamoja, si sababu, na safu inaonyesha hivyo.
- **Makro na fedha**: Modeli zilizochapishwa, zilizotekelezwa kwa uaminifu na zilizotajwa. recession_risk_12m hutoa utabiri; sahm_recession_indicator inaonyesha ikiwa kushuka kwa uchumi huenda tayari kumeanza; hazikubaliani kwa makusudi na zote mbili zinarudiwa. taylor_rule_policy_gap inakadiria umbali kati ya kiwango cha sera na kanuni, macro_stress_index na sovereign_debt_dynamics vinabeba sehemu iliyobaki ya fremu.
- **Kiasi na muundo mdogo wa soko**: insider_filing_cluster husoma mawasilisho ya Fomu 4 ya SEC na kuripoti wakati wamiliki wa ndani kadhaa wa mtoaji mmoja wanapofanya miamala ndani ya dirisha moja, ishara ambayo hakuna wasilisho moja linaloibeba. fx_fixing_drift na fx_reference_rate_consistency hulinganisha viwango vya rejea vya benki kuu huru dhidi ya kila mmoja, hivyo kiwango ambacho mchapishaji mmoja tu anaamini kinaonekana kama kutokubaliana badala ya nambari.
- **Sayansi na utafiti**: seismic_solution_consensus ni mfano dhahiri zaidi wa kwa nini data ya waya inashinda API: mashirika kadhaa ya kitaifa hupima tetemeko moja la ardhi na ripoti hii inaonyesha jinsi suluhisho zao zinavyotofautiana kwa umbali, kwa ukubwa, kina na hipocentari halisi ya pande tatu. Mara nyingi mashirika hutofautiana kwa nusu ya kipimo wakati tukio bado linapimwa, jambo ambalo ni tofauti ya mara tano kwa nishati. Pamoja na hilo, research_momentum hufuatilia kasi ya uchapishaji na unukuzi, space_weather_ops hutekeleza viwango vya NOAA, na neo_kinetic_energy huonyesha nishati ya vitu vilivyo karibu na dunia katika vitengo vinavyotumiwa na machapisho.
- **Kriptografia**: crypto_cross_rate_dislocation husoma vitabu vya maagizo vya vituo kadhaa kwa sarafu kadhaa za fiat kwa wakati mmoja na kuripoti pale ambapo kiwango cha ubadilishaji kinachodokezwa kinapokinzana na kiwango cha moja kwa moja. Inapatikana tu kwa sababu vituo hivyo vimepangwa kwa wakati kwenye mtandao mmoja; hakuna API ya ubadilishaji mmoja inayoweza kukokotoa, kwa sababu hakuna ubadilishaji unaoona kitabu cha mwingine.
- **Utaalamu wa bei na upotevu wa nafasi**: Bidhaa tatu hupima tofauti badala ya kiwango: crypto_cross_rate_dislocation kati ya majukwaa, fx_reference_rate_consistency kati ya benki kuu, na grid_carbon_arbitrage kati ya ukali wa kaboni wa gridi jirani katika saa moja. Kila moja inaeleza fomula yake na inataja ishara zilizotumika, ili tofauti hiyo iweze kukaguliwa kabla ya kufanyiwa biashara. Hakuna kati yao ni ushauri, na bidhaa isiyo na ingizo la moja kwa moja inasema hivyo badala ya kukisia.

## Uainishaji wa Soko Lengo na Thamani ya Sehemu
- **Soko la Wakala wa AI (Zana za LLM na Wateja wa MCP)**: 15 native MCP tools over streamable HTTP/WebSocket; WebMCP browser runtime discovery; CWF token economics (saving 33-37% prompt tokens vs compact JSON, ~50% vs indented JSON); deterministic src: citations, source URLs, and ISO-8601 timestamps for inspectable source grounding; sub-microsecond Hermes hotplane reads with bounded context budgets.
- **Soko la Web3 (Itifaki za Kripto, DeFi & DAOs)**: Alpha ya crypto ya kuvuka kikoa (crypto_cross_rate_dislocation); muunganiko wa vyanzo vingi unaochanganya mienendo ya mempool na faili za SEC EDGAR na hisia za GDELT; makubaliano ya matukio nje ya mnyororo kabla ya mwitikio kwenye mnyororo; chanzo kinachoweza kukaguliwa: vitambulisho vya uhusiano vya asili kwa utawala wa DAO kiotomatiki na utoaji taarifa za utii.
- **Mfumo wa Ikolojia wa Msingi (Wajitoleaji Huru na Wajenzi wa On-Chain)**: Uzi wa ishara za hisia za asili kwa mawakala wa Base AI, fremu za Farcaster, tokeni za Clanker, na hazina za on-chain; malipo madogo ya x402 USDC kutoka mashine hadi mashine kwa kujitegemea moja kwa moja kwenye Base Mainnet (CAIP-2 eip155:8453, mkataba 0x833589fcd6edb6e08f4c7c32d4f71b54bda02913); mzunguko wa maisha wa wakala anayejitegemea bila kadi za mkopo za binadamu. Mwongozo wa kiufundi: https://pronto.stream/sw/seo/base-ai-agents-and-onchain-signal-infrastructure.html
- **Usimamizi wa Biashara na Uwekezaji (Mifuko na Dawati za Kiasi)**: Ishara za mabadiliko makubwa ya kiuchumi na hali ya hewa zinazotokea kwa wakati halisi; vektori za kutofautiana kwa mali mbalimbali; vipimo vya arbitrage ya takwimu; utoaji ndani ya chini ya sekunde.
- **Hatari ya Biashara na Mnyororo wa Ugavi**: Msongamano wa bandari, usumbufu katika usafirishaji wa baharini, vitisho vya tetemeko la ardhi, na tahadhari za hali ya hewa kali zimeonyeshwa moja kwa moja kwenye korido za kimataifa za usafirishaji na maeneo ya mali.

## Kufanya kazi bila binadamu
- Utambulisho usio na msimamizi: register_agent huunda ufunguo wa API na utambulisho wa Ed25519 bila mtu yeyote kuwepo.
- Ununuzi usio na usimamizi: open_payment inatoa kiasi, inaunganisha ununuzi na pochi utakaoitumia kulipa na kurejesha ujumbe ili usainiwe; settle_payment inauthibitisha kwa kutumia hash ya muamala na sahihi ya pochi hiyo.
- Malipo ni USDC kwenye Mainnet ya Base na hakuna kingine: Mtandao wa CAIP-2 eip155:8453, tokeni 0x833589fcd6edb6e08f4c7c32d4f71b54bda02913, desimali sita.
- Mlipaji anathibitisha kuwa malipo ni yake kwa kutumia sahihi ya EIP-191 personal_sign juu ya ujumbe unaotaja akaunti na muamala.
- Malipo yanathibitishwa kwa kusoma mnyororo moja kwa moja — hadi uthibitisho wa tano.
- Vigezo vinavyoweza kusomeka na mashine, katika muundo wa x402 v2: https://pronto.stream/.well-known/x402

## Kwa nini muundo ni mdogo
- Muundo wa Cognitive Wire ni mpangilio wa maandishi unaoongozwa na mistari. Unatumia takriban asilimia 50% ya tokeni za maagizo kidogo kuliko JSON yenye nafasi za kuingiza, na takriban asilimia 33% kidogo kuliko JSON iliyobanwa. Vipimo vilivyothibitishwa vinapatikana kwenye https://pronto.stream/sw/seo/evidence-blocks.json.
- 35 bidhaa za fusion, kila moja ikieleza kiashiria au mfano uliochapishwa unaotekelezwa na kutaja ishara zilizotumika katika ukokotoaji wake.
- Hakuna kinachotupwa kimya kimya: majibu yaliyokatwa na viashiria vilivyofichwa vina vichwa vya maelezo wazi.

## Vipimo vya Mpango
Kile kinachofungwa kwa wakala ni kikomo cha wito na bajeti ya safu kwa kila jibu. Ucheleweshaji wa utoaji pia hutofautiana (Builder hufanya uchunguzi kwa kiwango cha dakika, Team na ngazi za juu husukumwa).

- **Anonymous** (free): 30 tool calls/minute, 25 rows per response, the public alpha indicators.
- **Call credits** ($0.001 a call, prepaid in top-ups of $1 to $100, no expiry, charged only for calls that return an answer, used whenever no plan is active): 600 tool calls/minute, 100 rows per response, the public alpha indicators.
- **Builder** ($99/mo, or a $5 day pass or $25 week pass): 600 tool calls/minute, 100 rows per response, the public alpha indicators.
- **Team** ($999/mo, or a $49 day pass or $249 week pass): 6000 tool calls/minute, unmetered rows per response, every alpha indicator including the commercial set.
- **Enterprise** (design partner — contact us): unmetered tool calls/minute, unmetered rows per response, every alpha indicator including the commercial set.

## MCP Vituo vya mwisho na Itifaki
- POST https://pronto.stream/mcp
- POST https://api.pronto.stream/mcp
- POST https://pronto.stream/mcp/openai
- POST https://pronto.stream/mcp/grok
- Usafiri: streamable HTTP, JSON-RPC 2.0
- Hati ya ugunduzi: https://pronto.stream/.well-known/mcp.json

## Mwanzo wa Haraka na Uthibitisho wa Umma (Hakuna Vyeti Vinavyohitajika)
```bash
curl -s -X POST https://pronto.stream/mcp \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"get_latest_signals","arguments":{}}}'
```

## Zana za MCP zinazopatikana (15)
1. `get_billing_profile`: Ripoti unavyotambuliwa na kile mpango wako unachoruhusu: utambulisho wa wakala nyuma ya simu hii, akaunti inayofadhiliwa anayowakilisha, mpango, kikomo cha simu kwa dakika, bajeti ya safu kwa kila jibu, na seti gani ya viashiria unayoweza kuhesabu.
2. `register_agent`: Tengeneza utambulisho wako mwenyewe kwenye Pronto na upokee ufunguo wa API, bila mwanadamu yeyote kuwepo.
3. `open_payment`: Nunua ufikiaji kwa ajili yako mwenyewe, bila mwanadamu yeyote kuhusika.
4. `settle_payment`: Rejesha malipo uliyofanya na uamilishe kile ulichonunua — mpango, pasi au salio la simu.
5. `get_plans`: List what can be bought — call credits, day and week passes, and plans — what each costs, and what each raises — the call ceiling, the row budget, and whether the commercial indicator set is included.
6. `get_latest_signals`: Fetch the most recent live signals from the wire in token-efficient CWF format, optionally filtered to one collection.
7. `get_signal`: Fetch one signal by its id, when you already know which one you want.
8. `search_signals`: Find signals by the words in them.
9. `list_fusion_products`: List every derived intelligence product pronto can compute, with the published index or model each one implements, the signal collections it consumes, and whether it needs a plan.
10. `get_fused_signal`: Compute derived intelligence products from the live wire.
11. `scope_signals`: Select a slice of the live wire by facet tags — the structured metadata each signal carries, not the words in its text.
12. `get_facet_manifest`: Read the shape of the wire in one small response: a two-level tree of domain and the topics under it, each with a signal count, ranked so the busiest lead.
13. `list_facets`: List the full filter vocabulary: every facet value currently on the wire, across every key — lang, country, region, domain, topic, severity, provider, coverage and place — as one flat list with a signal count each, and a human-readable label for place ids.
14. `get_related_signals`: Follow the link graph from one signal to other signals about the same subject.
15. `list_data_sources`: List the data-source endpoints feeding the wire, with provider, signal type, country, cadence, and license.

## Priority Regional Signal Hubs
- [KE Signal Hub](https://pronto.stream/sw/hub/country-ke.html): Real-time telemetry, seismic, climate, and news intelligence for KE.
- [TZ Signal Hub](https://pronto.stream/sw/hub/country-tz.html): Real-time telemetry, seismic, climate, and news intelligence for TZ.
- [UG Signal Hub](https://pronto.stream/sw/hub/country-ug.html): Real-time telemetry, seismic, climate, and news intelligence for UG.
- [CD Signal Hub](https://pronto.stream/sw/hub/country-cd.html): Real-time telemetry, seismic, climate, and news intelligence for CD.
- [Logistics Signal Hub](https://pronto.stream/sw/hub/logistics.html): Live real-time stream of verified Logistics signals.
- [Macro Signal Hub](https://pronto.stream/sw/hub/macro.html): Live real-time stream of verified Macro signals.
- [Climate Signal Hub](https://pronto.stream/sw/hub/climate.html): Live real-time stream of verified Climate signals.

## Data & Machine Endpoints
- Live Statistics Page: https://pronto.stream/sw/seo/stats.html
- Live Statistics JSON: https://pronto.stream/sw/seo/stats.json
- Brand Facts JSON: https://pronto.stream/sw/seo/brand-facts.json
- Evidence Blocks JSON: https://pronto.stream/sw/seo/evidence-blocks.json
- RSS Signal Feed: https://pronto.stream/sw/seo/feed.xml
- Localized Sitemap: https://pronto.stream/sitemap-sw.xml
- OpenAPI Spec: https://pronto.stream/openapi.json
- Terms & Data Use: https://pronto.stream/terms