A global directory of real-time physical-world signals — built for humans, creators, and AI agents that need to see the world as it is now.
A unified directory connecting real-time physical-world data sources across transportation, weather, surveillance, research, and beyond. One protocol, infinite feeds.
Designed from the ground up for AI agents and autonomous systems that require real-time environmental awareness. MCP-aligned architecture for seamless integration.
An open standard that anyone can contribute to. No walled gardens. No proprietary lock-in. Just real-time access to the physical world, globally distributed.
Real-time physical-world signals organized by domain and use case
Real-time road conditions, traffic patterns, and transit systems
Live meteorological data and environmental monitoring
Ocean conditions, wave forecasts, and coastal monitoring
Animal tracking, habitat sensors, and ecosystem health
Live streams from creators documenting the physical world
City views, landmarks, and public space monitoring
Laboratory sensors, field research data, and academic monitoring
Public safety alerts, infrastructure status, and critical systems
Give your AI agent real-time eyes on the physical world
RESTful and real-time APIs with comprehensive documentation and standardized schemas
Built for autonomous systems with structured metadata and predictable interfaces
Native support for Model Context Protocol, enabling seamless AI agent integration
PWFH.org exists to enable real-time data infrastructure for the physical world. As AI agents become more capable, they need access to real-time environmental awareness—not just historical data or simulated environments, but live signals from the actual world.
We're building the open standard that grounds AI in reality. By providing open access to real-time physical-world feeds through open standards, we enable both human creators and autonomous systems to see, understand, and respond to the world as it happens.
This is infrastructure for the agentic web. This is how AI learns to see the world.
PWFH.org is built on an open ecosystem of data providers and feed aggregators. Independent organizations can publish their real-time feeds into the open network, expanding global coverage and enabling new use cases.
Example Partnership: data.pwfh.org — showcasing how independent data providers can publish their real-time feeds into the open ecosystem.