{"id":49385602,"url":"https://github.com/machinepulse-ai/world2agent","last_synced_at":"2026-04-29T10:01:00.478Z","repository":{"id":354184269,"uuid":"1218823179","full_name":"machinepulse-ai/world2agent","owner":"machinepulse-ai","description":"World2Agent(W2A) is an open protocol that standardizes how Al agents perceive the real 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to World2Agent](https://world2agent.ai/assets/readme-banner.png)\n\n\u003cp align=\"center\"\u003e\n  \u003ci\u003eAgents can't act on what they can't perceive.\u003c/i\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"./LICENSE\"\u003e\u003cimg src=\"https://img.shields.io/badge/License-Apache%202.0-blue.svg\" alt=\"License\" /\u003e\u003c/a\u003e\n  \u003ca href=\"https://www.npmjs.com/org/world2agent\"\u003e\u003cimg src=\"https://img.shields.io/badge/npm-%40world2agent-red\" alt=\"npm\" /\u003e\u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://world2agent.ai\"\u003eWebsite\u003c/a\u003e ·\n  \u003ca href=\"#quick-start\"\u003eQuick Start\u003c/a\u003e ·\n  \u003ca href=\"#sensors\"\u003eSensors\u003c/a\u003e ·\n  \u003ca href=\"https://world2agent.ai/hub\"\u003eSensorHub\u003c/a\u003e ·\n  \u003ca href=\"./docs\"\u003eDocs\u003c/a\u003e ·\n  \u003ca href=\"#community\"\u003eCommunity\u003c/a\u003e\n\u003c/p\u003e\n\n\u003c!-- Concept Video --\u003e\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://world2agent.ai/assets/promo-w2a.mp4\"\u003e\n    Watch the W2A Concept Video\n  \u003c/a\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://world2agent.ai/assets/github-star.gif\" width=\"600\" alt=\"star\" /\u003e\n\u003c/p\u003e\n\n***\n\n## What is World2Agent?\n\nWorld2Agent (W2A) is an open protocol that standardizes how AI agents perceive the real world. Install a sensor, your agent gets structured, real-time data. Swap sensors freely — they all speak the same schema.\n\nW2A isn't a product. It's an open protocol and an invitation. We built the first sensors — the real breakthroughs will come from the community.\n\n→ [Why W2A? Full story](./docs/why-w2a.md)\n\n## Architecture\n\n**World → Sensor → Agent**\n\nSensors watch data sources and emit structured data following W2A Protocol. Your agent receives signals and decides what to do.\n\n![World2Agent system architecture](./docs/images/system-architecture.png)\n\n→ [Signal format spec](./docs/signal-format.md) · [Architecture deep dive](./docs/architecture.md)\n\n## Quick Start\n\nThe fastest way to feel W2A is with Claude Code. In an active session, install the `world2agent` plugin:\n\n```\n/plugin marketplace add machinepulse-ai/world2agent-plugins\n/plugin install world2agent@world2agent-plugins\n/reload-plugins\n```\n\nAdd a sensor — for example, Hacker News stories, frontier AI lab posts:\n\n```\n/world2agent:sensor-add @world2agent/sensor-hackernews\n/world2agent:sensor-add @quill-io/sensor-frontier-ai-news\n```\n\n→ Browse the full catalog on [SensorHub](https://world2agent.ai/hub).\n\nRestart Claude Code with the plugin channel loaded so sensor signals flow into your session:\n\n```bash\nclaude --dangerously-load-development-channels plugin:world2agent@world2agent-plugins\n```\n\n\u003e **Security — install only sensors you trust.** A sensor's signals drive what your agent perceives and does, so an untrusted sensor is effectively an untrusted instruction source. Stick to open-source sensors from authors you trust, and review the code first.\n\nNative integrations for other agent runtimes are *coming soon*.\n\n**Integrating W2A into your own agent system?** See the [developer quick start](./docs/quick-start.md#option-2-code--sdk--sensor) for the SDK code path.\n\n→ [Full guide](./docs/quick-start.md) · [Multi-sensor](./docs/multi-sensor.md) · [SensorHub](./docs/sensorhub.md)\n\n## Sensors\n\n### [SensorHub](https://world2agent.ai/hub)\n\n**SensorHub is the catalog of every W2A sensor** — official and community-built, organized by what each one perceives (markets, news, production alerts, weather, AI labs, …). Browse it to see what's available, view each sensor's signal schema, and grab the one-line install command. **Looking for a sensor? Start here.**\n\nEvery sensor is a standard npm package — `npm search w2a-sensor` works as a fallback if you prefer the raw view.\n\n→ [SensorHub guide](./docs/sensorhub.md)\n\n### Missing a sensor?\n\n[Build your own](./docs/build-a-sensor.md) in ~50 lines. The `build-w2a-sensor` skill walks an AI coding agent through discovery, signal design, scaffolding, and the install recipe — install it with:\n\n```bash\nnpx skills add https://github.com/machinepulse-ai/world2agent/skills/build-w2a-sensor\n```\n\nOnce it's ready, ship it to npm:\n\n```bash\nnpm publish\n```\n\nThat's it — your sensor is now installable by anyone, anywhere.\n\n## Roadmap\n\n* **Graph layer** — compose and enrich signals from multiple sensors before they reach your agent. → [RFC](./docs/rfc-graph.md)\n\n## Contributing\n\n* 🔧 **Build a sensor** — `npm publish` and it's live\n\n* 🐛 **Report bugs** — [open an issue](https://github.com/machinepulse-ai/world2agent/issues)\n\n* 💡 **Suggest a sensor** — [Discussions](https://github.com/machinepulse-ai/world2agent/discussions)\n\n→ [Contributing guide](./docs/CONTRIBUTING.md)\n\n## Community\n\n[Website](https://machinepulse.ai/) · [X / Twitter](https://x.com/MachinePulse_AI) · [YouTube](https://youtube.com/@MachinePulse_AI) · [Discord](https://discord.gg/hDjaD8pX)\n\n\u003c!-- Star History — uncomment after launch --\u003e\n\u003c!-- [![Star History Chart](https://api.star-history.com/svg?repos=machinepulse-ai/world2agent\u0026type=Date)](https://star-history.com/#machinepulse-ai/world2agent\u0026Date) --\u003e\n\n## License\n\n[Apache 2.0](./LICENSE)\n\n***\n\n\u003cp align=\"center\"\u003e\n  Built by \u003ca href=\"https://machinepulse.ai\"\u003eMachinePulse\u003c/a\u003e · Open source, open protocol, open invitation.\n\u003c/p\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmachinepulse-ai%2Fworld2agent","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmachinepulse-ai%2Fworld2agent","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmachinepulse-ai%2Fworld2agent/lists"}