# pronto.stream — Full Machine-Readable Corpus (llms-full.txt) (Қазақша)

> The real-time signal engine and Model Context Protocol (MCP) server for autonomous AI agents, quant funds, and data engineers. This is the expanded corpus; the index is at https://pronto.stream/llms-kk.txt

Generated live: 2026-09-23 22:32 UTC. Every number below is real and free to cite.

## Live Metrics (source: https://pronto.stream/kk/seo/stats.json)
- Signals processed (lifetime, durable across restarts): 395,154,198
- Countries with live signals now: 101
- Domains with live signals now: 25
- Topics tracked live now: 25
- RSS feeds in catalog: 96,455 across 230 countries
- Structured API connectors: 99
- Fusion products: 35 · MCP tools: 15 · CWF prompt tokens vs indented JSON: -50%

## Release Stage
- Generally available: an unauthenticated caller gets 30 calls a minute and 25 rows a response; a dollar of call credits, a pass or a plan raises both.
- The MCP surface is versioned: breaking changes ship behind a new major version.
- No uptime SLA is published, and none is implied.
- Call credits, passes, Builder and Team are list-priced and self-serve; Enterprise is a design partner engagement, priced per agreement. We are not selling a production SLA we do not have.

## What This Wire Is For
- **News and world state**: Every hazard, filing, outbreak and launch on one clock, each row carrying when it was observed and where it came from. global_news_attention ranks what the world is actually reading right now; news_response_latency measures how long a physical event takes to reach the press, joined on the gazetteer place the two happen to share rather than on the country they were filed under. Co-occurrence, not causation, and the row says so.
- **Macro and finance**: The published models, implemented faithfully and cited. recession_risk_12m forecasts; sahm_recession_indicator says whether a downturn has probably already started; they disagree on purpose and both are returned. taylor_rule_policy_gap prices the distance between the policy rate and the rule, macro_stress_index and sovereign_debt_dynamics carry the rest of the frame.
- **Quant and market microstructure**: insider_filing_cluster reads SEC Form 4 filings and reports when several insiders at one issuer transact inside the same window, which is a signal no single filing carries. fx_fixing_drift and fx_reference_rate_consistency compare independent central-bank reference rates against each other, so a rate that only one publisher believes is visible as a disagreement rather than as a number.
- **Science and research**: seismic_solution_consensus is the sharpest case for why a wire beats an API: several national agencies locate one earthquake and this reports how far apart their solutions are, in magnitude, depth and true three-dimensional hypocentre. Agencies routinely differ by half a unit while an event is still being located, which is a factor of five in energy. Alongside it, research_momentum tracks publication and citation velocity, space_weather_ops implements the NOAA scales, and neo_kinetic_energy states near-earth object energy in the units the literature uses.
- **Crypto**: crypto_cross_rate_dislocation reads the order books of several venues in several fiat currencies at once and reports where the implied cross rate disagrees with the direct one. It exists only because the venues are time-aligned on one wire; no single exchange API can compute it, because no exchange sees another's book.
- **Arbitrage and dislocation**: Three products measure a spread rather than a level: crypto_cross_rate_dislocation across venues, fx_reference_rate_consistency across central banks, and grid_carbon_arbitrage across the carbon intensity of neighbouring grids in the same hour. Each states its formula and cites the signals it came from, so the spread can be audited before it is traded on. None of them is advice, and a product with no live inputs says so instead of guessing.

## Target Market Taxonomy & Segment Value
- **AI Agent Market (LLM Tooling & MCP Clients)**: 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.
- **Web3 Market (Crypto Protocols, DeFi & DAOs)**: 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/kk/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/kk/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
- [KZ Signal Hub](https://pronto.stream/kk/hub/country-kz.html): Real-time telemetry, seismic, climate, and news intelligence for KZ.
- [Energy Signal Hub](https://pronto.stream/kk/hub/energy.html): Live real-time stream of verified Energy signals.
- [Logistics Signal Hub](https://pronto.stream/kk/hub/logistics.html): Live real-time stream of verified Logistics signals.
- [Macro Signal Hub](https://pronto.stream/kk/hub/macro.html): Live real-time stream of verified Macro signals.

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