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Show HN: MWP – Open spec for making web content AI-readable

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A new open specification called Machine Web Protocol (MWP) has been introduced to transform web content into structured, machine-readable text, making it easier for AI agents, LLMs, and automation tools to process.

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Show HN:MWP – 開放規格,讓網頁內容可供 AI 讀取

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大約 1 個月前

AI 生成摘要

一項名為機器網頁協議(MWP)的新開放規格被提出,旨在將網頁內容轉化為結構化、機器可讀的文本,以便 AI 代理、大型語言模型和自動化工具更容易處理。

GitHub - mbumpus/mwp-spec: Machine Web Protocol™ - Open specification for machine-readable web content

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Machine Web Protocol™ - Open specification for machine-readable web content

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Machine Web Protocol™ (MWP)

Image Image Image

The internet, reborn for machines.

MWP is an open specification for transforming web content into clean, structured, machine-readable text optimized for AI agents, LLMs, and automation tools.

Status

What "Public Draft" means:

To provide feedback, open an issue or join discussions.

Why MWP?

The web was built for humans. AI agents struggle with:

MWP solves this by defining:

Quick Start

For Content Publishers

For AI Agent Developers

Quick Example

Input: Any URL

Output: MWP document (plain text)

Simple. Human-readable. Trivially parseable.

Specification

Live Registry

See MWP in action: machinewebprotocol.com

Example machine-readable page:

Implementations

Want to add your implementation? Open a PR.

Registry vs Spec

Anyone can build MWP-compatible tools. The registry at machinewebprotocol.com provides discovery and a public directory of MWP-formatted content.

Contributing

We welcome contributions! See CONTRIBUTING.md for guidelines.

Spec changes follow an RFC process:

Changelog

v1.0 (2026-01-26) — Public Draft

License

The MWP specification is released under the Apache License 2.0.

Machine Web Protocol™ and MWP™ are trademarks of AI Cabinet Method LLC.

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Machine Web Protocol™ - Open specification for machine-readable web content

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