---
title: "Context.dev integration for LuumenAI"
url: "https://www.luumen.ai/integrations/context-dev/"
entity: SoftwareIntegration
category: "Source control & CI/CD"
audience: "SRE, DevOps, platform engineering, IT operations"
---

# Context.dev integration for LuumenAI

Pull web pages, documents, and brand data into your terminal as clean text

## What LuumenAI can do with Context.dev

LuumenAI connects to Context.dev with an API token and exposes 11 tools (11 read-only). Every tool is read-only, so it can answer questions from Context.dev but cannot change anything in it.

## Key facts

- Authentication: API token
- Tools available: 11 tools (11 read-only)
- Plan: available on all plans
- Category: Source control & CI/CD

## About Context.dev with LuumenAI

Connect Context.dev with an API key and ask for what is on a page. CONTEXT_DEV_SCRAPE_WEBPAGE_MARKDOWN returns one public URL as Markdown. CONTEXT_DEV_EXTRACT_STRUCTURED_WEB_DATA crawls a site and returns fields matching a JSON Schema you supply. CONTEXT_DEV_PARSE_FILE turns an uploaded document into readable text. You can also check monitors, batches, and WebDB usage on the connected account. These tools are read-only, so answers come back immediately.

## Example tools

Read-only (11 in total):

- `CONTEXT_DEV_EXTRACT_STRUCTURED_WEB_DATA` — Crawl relevant pages from a website and return data matching a caller-provided JSON Schema and extraction instructions.
- `CONTEXT_DEV_GET_BRAND` — Retrieve enriched brand identity, logos, colors, industry, and description using exactly one domain, name, work email, ticker, direct URL, or transaction descriptor.
- `CONTEXT_DEV_GET_MONITOR_LIMITS` — Return the connected account's plan and current monitor usage versus its monitor limit.
- `CONTEXT_DEV_GET_WEBDB_USAGE` — Return WebDB credit balance, period consumption, row count, storage, and per-collection usage for an optional time range.
- `CONTEXT_DEV_GET_WEBSITE_STYLEGUIDE` — Extract a website's colors, typography, spacing, shadows, font assets, and common component styles from either a domain or one direct URL.
- `CONTEXT_DEV_LIST_BATCHES` — List and filter the connected account's asynchronous web batches from newest to oldest, returning one cursor-controlled page.
- `CONTEXT_DEV_LIST_MONITORS` — List and filter the connected organization's web monitors, returning one cursor-controlled page.
- `CONTEXT_DEV_LIST_WEBDB_COLLECTIONS` — List the connected account's WebDB collections and return one cursor-controlled page, including each collection's sources, extraction configuration, status, usage, and timestamps.

## Frequently asked questions

### How does LuumenAI connect to Context.dev?

Authorize once with API token. Luumen lists the scopes each action needs before you approve the connection, and credentials never appear in the chat.

### Can LuumenAI change things in Context.dev on its own?

No. Every one of the 11 tools is read-only, so LuumenAI can answer questions from Context.dev but cannot change anything in it.

### Is there an audit trail?

Every call to Context.dev is recorded with the actor, the input, and the result.

Full page: https://www.luumen.ai/integrations/context-dev/