# pronto.stream — Corpus feno azo vakian'ny milina (llms-full.txt) (Malagasy)

> Ny motera famantarana amin'ny fotoana tena izy sy ny mpizara Model Context Protocol (MCP) ho an'ireo mpiasan'ny AI mandeha ho azy, tahirim-bola quant, ary injeniera angon-drakitra. Ity no korpus nitarina; ny fanondro dia ao amin'ny https://pronto.stream/llms-mg.txt

Noforonina mivantana: 2026-09-24 03:44 UTC. Ny isa rehetra eto ambany dia tena izy ary azo toriana malalaka.

## Sondro mivantana (source: https://pronto.stream/mg/seo/stats.json)
- Signaly efa novaina (maharitra mandritra ny androm-piainany, maharitra na dia averina ampandeha aza): 395,982,392
- Ireo firenena misy famantarana mivantana ankehitriny: 98
- Faritra misy famantarana mivantana ankehitriny: 21
- Lohahevitra arahana mivantana ankehitriny: 21
- Famatsiana RSS ao amin'ny katalaogy: 96,455 manerana 230 firenena
- Mpampitohy API voarafitra: 99
- Vokatra Fusion: 35 · Fitaovana MCP: 15 · Tokens fampahatsiahivana CWF vs JSON misy fisintahana: -50%

## Dingana famoahana
- Azo ampiasaina amin'ny ankapobeny: mpantso tsy voamarina mahazo antso 30 isaky ny minitra ary andalana 25 isaky ny valiny; ny dolara iray amin'ny kredita antso, ny pasy na ny drafitra dia mampiakatra azy roa.
- Ny velaran'ny MCP dia manana kinova: ny fanovana tsy mifanaraka dia alefa ao ambadiky ny kinova lehibe vaovao.
- Tsy misy SLA momba ny fotoana fampandehanana navoaka, ary tsy misy koa izay azo heverina ho toy izany.
- Ny credits antso, ny pasy, ny Builder ary ny Team dia vidin'ny lisitra ary azo ampiasaina amin'ny fomba fampiasa tena; ny Enterprise kosa dia fiaraha-miasa amin'ny mpiara-mamolavola, ary vidin'ny fifanarahana tsirairay. Tsy mivarotra SLA famokarana izay tsy anananay izahay.

## Ny antony itondran'ity tariby ity
- **Vaovao sy toe-draharaha maneran-tany**: Ny loza rehetra, ny fampidirana antontan-taratasy, ny fiparitahana ary ny famoahana amin'ny famantaranandro iray ihany, ary ny tsipika tsirairay mampiseho ny fotoana nahitana azy sy ny toerana niaviany. global_news_attention dia mandahatra izay tena vakian'ny tontolo izao amin'izao fotoana izao; news_response_latency mandrefy ny halavan'ny fotoana ilain'ny tranga ara-batana mba hahatongavana any amin'ny mpanao gazety, ary ampifandraisina amin'ny gazety mampiasa ny toerana iombonan'izy ireo fa tsy amin'ny firenena nanoratana azy. Fiara-mitranga, fa tsy antony, ary milaza izany ny andalana.
- **Makro sy fitantanam-bola**: Ny maodely navoaka, ampiharina am-pahatsorana ary voatonona. recession_risk_12m maminavina; sahm_recession_indicator milaza raha mety efa nanomboka ny fihenan'ny toekarena; tsy mitovy tanjona izy ireo ary samy averina. taylor_rule_policy_gap mandrefy ny elanelana eo amin'ny tahan'ny politika sy ny fitsipika, macro_stress_index ary sovereign_debt_dynamics mitondra ny ambiny amin'ny rafitra.
- **Quant sy ny mikrostrukturan'ny tsena**: insider_filing_cluster mamaky ny fampidirana SEC Form 4 ary mitatitra rehefa maro ireo olona anatiny ao amin'ny mpamoaka iray no manao fifanakalozana ao anatin'ny varavarankely iray ihany, izay famantarana tsy hita amin'ny fampidirana tsirairay. fx_fixing_drift sy fx_reference_rate_consistency mampitaha ny tahan'ny referansa tsy miankina avy amin'ny banky foibe, ka raha iray monja no mpamoaka mino fa hita ilay tahan'ny, dia miseho ho tsy fifanarahana fa tsy ho isa fotsiny.
- **Siansa sy fikarohana**: Ny seismic_solution_consensus no tranga mampiseho mazava indrindra ny antony mahatonga ny tariby handresy ny API: masoivoho nasionaly maromaro no mametraka ny toerana misy ny horohoron-tany iray ary ity tatitra ity dia mampiseho ny elanelan'ny vahaolany, eo amin'ny hamafiny, ny halaliny ary ny tena hipôseantran'ny horohoron-tany telo refy. Matetika ireo masoivoho ireo dia samy hafa antsasa-singa mandritra ny fametrahana ny toerana misy ny tranga, izay mitovy amin'ny fahasamihafana dimy heny eo amin'ny angovo. Ankoatra izany, ny research_momentum dia manara-maso ny hafainganam-pamoahana sy ny fanononana, ny space_weather_ops dia mampihatra ny maridrefy NOAA, ary ny neo_kinetic_energy dia mampiseho ny angovo amin'ny zavatra manodidina ny tany amin'ny maridrefy ampiasain'ny literatiora.
- **Kriptô**: crypto_cross_rate_dislocation mamaky ny bokin'ny baiko amin'ireo sehatra maromaro amin'ny vola fiat samihafa indray mandeha ary mitatitra izay toerana tsy mifanaraka ny tahan'ny fifanakalozana an-kolaka sy ny tena izy. Misy izy io satria mifanitsy ara-potoana amin'ny tambajotra iray ireo sehatra; tsy misy API iray amin'ny fifanakalozana afaka manisa azy, satria tsy mahita ny bokin'ny fifanakalozana hafa ny tsirairay.
- **Arbitrazy sy fisarahan-toerana**: Vokatra telo no mandrefy elanelana fa tsy haavo: crypto_cross_rate_dislocation amin'ireo sehatra isan-karazany, fx_reference_rate_consistency amin'ireo banky foibe, ary grid_carbon_arbitrage amin'ny hamafin'ny karbônina amin'ireo tambajotra mifanila ao anatin'ny ora iray ihany. Samy mampiseho ny fôrmila ampiasainy ary manonona ireo famantarana niaviany, ka azo atao fanaraha-maso ny elanelana alohan'ny hivarotana azy. Tsy torohevitra izy ireo, ary ny vokatra tsy misy fampidirana mivantana dia milaza izany fa tsy manao vinavina.

## Fanasokajiana ny tsena kendrena & sanda isan-tsokajy
- **Tsena ho an'ny Solontena AI (Fitaovana LLM & Mpanjifa 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.
- **Tsena Web3 (Protokola Kriptografika, DeFi & DAO)**: Cross-domain crypto alpha (crypto_cross_rate_dislocation); multi-source correlation fusing mempool dynamics with SEC EDGAR filings and GDELT sentiment; off-chain event consensus before on-chain reaction; auditable src: provenance correlation IDs for automated DAO governance and compliance reporting.
- **Base Ecosystem (On-Chain Autonomous Agents & Builders)**: Native sensory signal wire for Base AI agents, Farcaster frames, Clanker tokens, and on-chain treasuries; autonomous machine-to-machine x402 USDC micropayments directly on Base Mainnet (CAIP-2 eip155:8453, contract 0x833589fcd6edb6e08f4c7c32d4f71b54bda02913); self-funding agent lifecycle without human credit cards. Technical guide: https://pronto.stream/mg/seo/base-ai-agents-and-onchain-signal-infrastructure.html
- **Trading & Investment Management (Quant Funds & Desks)**: Real-time leading macroeconomic and climate anomaly signals; cross-asset dislocation vectors; statistical arbitrage metrics; sub-second delivery.
- **Enterprise & Supply Chain Risk**: Port congestion, maritime shipping disruptions, seismic threats, and extreme weather alerts mapped directly to global logistics corridors and asset locations.

## Working Without a Human
- Unattended identity: register_agent mints an API key and an Ed25519 identity with no human present.
- Unattended purchase: open_payment quotes the amount, binds the purchase to the wallet you will pay from and returns the message to sign; settle_payment redeems it with the transaction hash and that wallet's signature.
- Settlement is USDC on Base Mainnet and nothing else: CAIP-2 network eip155:8453, token 0x833589fcd6edb6e08f4c7c32d4f71b54bda02913, six decimals.
- The payer proves the payment is theirs using an EIP-191 personal_sign signature over a message naming the account and transaction.
- Payment is verified by reading the chain directly — five confirmations deep.
- Machine-readable terms, in x402 v2 form: https://pronto.stream/.well-known/x402

## Why the Format Is Compact
- The Cognitive Wire Format is a line-oriented text schema. It costs about 50% fewer prompt tokens than indented JSON, and about 33% fewer than compact JSON. Verified benchmarks at https://pronto.stream/mg/seo/evidence-blocks.json.
- 35 fusion products, each stating the published index or model it implements and citing the signals it was computed from.
- Nothing is dropped silently: truncated responses and withheld indicators carry explicit explanatory headers.

## Plan Limits
What actually binds on an agent is a call ceiling and a per-response row budget. Delivery latency also differs (Builder polls at minute granularity, Team and above are pushed).

- **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 Endpoints & Protocols
- POST https://pronto.stream/mcp
- POST https://api.pronto.stream/mcp
- POST https://pronto.stream/mcp/openai
- POST https://pronto.stream/mcp/grok
- Transports: streamable HTTP, JSON-RPC 2.0
- Discovery manifest: https://pronto.stream/.well-known/mcp.json

## Quickstart & Public Verification (Zero Credentials Required)
```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":{}}}'
```

## Available MCP Tools (15)
1. `get_billing_profile`: Report who you are resolved as and what your plan grants: the agent identity behind this call, the funded account it acts for, the plan, the per-minute call ceiling, the per-response row budget, and which indicator set you may compute.
2. `register_agent`: Create your own identity on pronto and receive an API key, with no human present.
3. `open_payment`: Buy access for yourself, with no human involved.
4. `settle_payment`: Redeem a payment you have made and activate what it bought — a plan, a pass or call credits.
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
- [MG Signal Hub](https://pronto.stream/mg/hub/country-mg.html): Real-time telemetry, seismic, climate, and news intelligence for MG.
- [Climate Signal Hub](https://pronto.stream/mg/hub/climate.html): Live real-time stream of verified Climate signals.
- [Maritime Signal Hub](https://pronto.stream/mg/hub/maritime.html): Live real-time stream of verified Maritime signals.
- [Logistics Signal Hub](https://pronto.stream/mg/hub/logistics.html): Live real-time stream of verified Logistics signals.

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