nlweb-protocol

nlweb-protocol is a plugin for Claude Code from OrcaQubits/agentic-commerce-skills-plugins. Its manifest loads nothing; the 13 skills, 1 agent it bundles cost 1,473 tokens per session together, scanned A, original, MIT.

An NLWeb expert add-on for building websites that AI systems can use. It covers natural-language questions, MCP tools, Schema.org data descriptions, content loading, vector search, login, multiple sites, and deployment.

In plain words
What is it for?
Use it when designing or implementing an NLWeb deployment, including its data sources, retrieval system, tools, authentication, and hosting.
Why use it?
It brings the main NLWeb concepts together for developers who do not already know the framework. It helps connect website content and services to AI agents through documented interfaces.

Plugin for Claude Code

Written for Claude Code: a Claude Code plugin manifest.

Good fit Use it when designing or implementing an NLWeb deployment, including its data sources, retrieval system, tools, authentication, and hosting.

Compare 6 plugins from other repositories ↓
Install in Claude Code
/plugin marketplace add OrcaQubits/agentic-commerce-skills-plugins
/plugin install nlweb-protocol
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/OrcaQubits/agentic-commerce-skills-plugins

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for nlweb-protocol

README.md
[![agentmods](https://agentmods.dev/badge/plugins/orcaqubits/agentic-commerce-skills-plugins/nlweb-protocol/github.svg)](https://agentmods.dev/plugins/orcaqubits/agentic-commerce-skills-plugins/nlweb-protocol)
Your own site
<a href="https://agentmods.dev/plugins/orcaqubits/agentic-commerce-skills-plugins/nlweb-protocol"><img src="https://agentmods.dev/badge/plugins/orcaqubits/agentic-commerce-skills-plugins/nlweb-protocol/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for nlweb-protocol

Your own site · 80×15
<a href="https://agentmods.dev/plugins/orcaqubits/agentic-commerce-skills-plugins/nlweb-protocol"><img src="https://agentmods.dev/badge/plugins/orcaqubits/agentic-commerce-skills-plugins/nlweb-protocol.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured The manifest loads nothing itself; its 13 skills, 1 agent cost 1,473 tokens a session between them.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Security

Grade A, and why

nlweb-protocol scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

nlweb-protocol/.claude-plugin/plugin.json · 29 lines

What it actually says

{
  "name": "nlweb-protocol",
  "version": "1.0.0",
  "description": "NLWeb (Natural Language Web) expert for building agent-ready websites. Covers the /ask REST endpoint, MCP server interface, schema.org grounding, data loading (RSS/JSON-LD/CSV), pluggable LLM and vector retrieval backends, the tools/prompts framework, OAuth + multitenancy, and deployment on Azure, Snowflake, Cloudflare, and Docker.",
  "author": {
    "name": "Rohit Bajaj, Julekha Khatun",
    "url": "https://orcaqubits-ai.com"
  },
  "repository": "https://github.com/OrcaQubits/agentic-commerce-skills-plugins",
  "homepage": "https://github.com/OrcaQubits/agentic-commerce-skills-plugins/tree/main/nlweb-protocol",
  "keywords": [
    "nlweb",
    "natural-language-web",
    "mcp",
    "model-context-protocol",
    "schema-org",
    "rag",
    "agentic-web",
    "microsoft",
    "azure-ai-search",
    "qdrant",
    "snowflake",
    "ask-endpoint",
    "agent-ready",
    "vector-search"
  ],
  "license": "MIT"
}
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago First seen · 29 lines scan A 8725fa2b39df

Subscribe to this mod's changes

nlweb-protocol is a plugin published in the GitHub repository OrcaQubits/agentic-commerce-skills-plugins (39 stars, last pushed 2d ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-15.