NLWeb

by nlweb-ai · Python · ★ 6,197

Main reference implementation for NLWeb, implemented in Python.

Install

pip install git+https://github.com/nlweb-ai/NLWeb.git

Claude Desktop config

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "nlweb": {
      "command": "uvx",
      "args": [
        "git+https://github.com/nlweb-ai/NLWeb.git"
      ]
    }
  }
}

From the README

**NLWeb** simplifies the process of building conversational interfaces for websites. It natively supports MCP (Model Context Protocol), allowing the same natural language APIs to serve both humans and AI agents. Schema.org and related semi-structured formats like RSS — used by over 100 million websites — have become not just de facto syndication mechanisms, but also a semantic layer for the web. NLWeb leverages these to enable natural language interfaces more easily. NLWeb is a collection of open protocols and associated open source tools. Its main focus is establishing a foundational layer…

Read full README on GitHub →