pronto.stream — Real-Time Signal Engine & MCP Server for AI Agents

The low-latency wire service for autonomous AI agents, quantitative hedge funds, climate risk analysts, and data engineers. Deploy 9 native Model Context Protocol (MCP) tools, 26 cross-domain fusion products, and CWF binary token savings (up to 80% prompt cost reduction).

Perceptual Engine Features for AI Agents

1. 9 Native MCP Server Tools

Connect Claude Desktop, Cursor, or custom LangChain/AutoGPT agents directly to https://pronto.stream/mcp. Query live signals via get_latest_signals, search_signals, get_fused_signal, and get_cwf_snapshot.

2. 26 Cross-Domain Fusion Products

Real-time mathematical fusion combining solar grid load, seismic hazards, Sahm Rule unemployment momentum, maritime AIS vessel delays, space weather flares, and geopolitical cyber threat chokepoints.

3. Cognitive Wire Format (CWF) Token Savings

Replace bloated JSON key-value schemas with CWF binary alignment. Reduce context window token consumption by 80% for high-frequency agent reasoning loops.

4. Hermes Hotplane Real-Time Ingestion

Ingesting 54+ public data endpoints (USGS, Open-Meteo, GDELT, SEC EDGAR, FRED) and 71,000+ global RSS news feeds across 232 countries with spatio-temporal gazetteer indexing.

Frequently Asked Questions (Developer & Agent FAQ)

What is an MCP server for real-time data?

Model Context Protocol (MCP) allows LLMs to query external tools natively. pronto.stream is the first production MCP server providing real-time physical, financial, and environmental data feeds over JSON-RPC 2.0 and streamable HTTP.

How does CWF save up to 80% in LLM prompt tokens?

Cognitive Wire Format (CWF) uses compact binary alignment and string table deduplication instead of repetitive JSON keys, reducing a 100-item signal batch from 14,200 tokens down to 2,840 tokens.

How do quant funds use pronto.stream for cross-domain alpha?

Quantitative models query fusion products like Grid Carbon Arbitrage Index (GCAI), Recession Risk Nowcast (RRN), and Maritime Chokepoint Risk Score (MCRS) to isolate cross-domain alpha before single-market feeds react.