---
title: "Cloro integration for LuumenAI"
url: "https://www.luumen.ai/integrations/cloro/"
entity: SoftwareIntegration
category: "Databases & data platforms"
audience: "SRE, DevOps, platform engineering, IT operations"
---

# Cloro integration for LuumenAI

Structured Google and AI assistant answers, pulled on demand or queued in batches

## What LuumenAI can do with Cloro

LuumenAI connects to Cloro with an API token and exposes 10 tools (8 read-only · 2 destructive). For connected tools, admins configure which actions may run automatically and which require approval, within the access granted to the user.

## Key facts

- Authentication: API token
- Tools available: 10 tools (8 read-only · 2 destructive)
- Deployment: scoped as part of your Pilot, Platform, or Managed rollout
- Category: Databases & data platforms

## About Cloro with LuumenAI

Cloro returns structured results from Google Search and assistants like Gemini and Perplexity. Luumen reads answers, sources, supported countries, credit balance, and async queue depth directly in the terminal. When you need recurring monitoring, it queues async tasks as a previewed, approved step. Authentication uses an API key.

## Example tools

Read-only (8 in total):

- `CLORO_EXTRACT_AI_ANSWER` — Synchronously extract a Gemini or Perplexity answer for a prompt and country.
- `CLORO_EXTRACT_GOOGLE_AI_MODE_ANSWER` — Extract a structured Google AI Mode answer with sources and optional rich modules for a prompt and country.
- `CLORO_GET_ASYNC_QUEUE_STATUS` — Read organization-wide queued and processing counts, priority distribution, and current async concurrency without modifying the queue.
- `CLORO_GET_ASYNC_TASK` — Get a queued Cloro task by ID, or wait with bounded polling until it reaches COMPLETED or FAILED.
- `CLORO_GET_CREDITS` — Read the organization's current completed-charge credit balance and billing cycle.
- `CLORO_LIST_SUPPORTED_COUNTRIES` — Return Cloro's current supported country codes, optionally filtered by provider model.
- `CLORO_LIST_US_STATES` — Return the US state and DC codes accepted for state-level targeting.
- `CLORO_SEARCH_GOOGLE` — Extract structured Google web or Google News results from a query and country, or web results from a complete Google Search URL.

Write and destructive (2 in total, subject to configured approval policy):

- `CLORO_SUBMIT_ASYNC_TASK` — Queue one non-cancelable Cloro monitor task and return its task ID and estimated credit charge without waiting.
- `CLORO_SUBMIT_ASYNC_TASK_BATCH` — Queue 1-500 independently validated, non-cancelable Cloro monitor tasks.

## Frequently asked questions

### How does LuumenAI connect to Cloro?

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 Cloro on its own?

For connected tools, admins configure which actions may run automatically and which require approval, within the access granted to the user.

### Is there an audit trail?

Every call to Cloro — read or write, approved or declined — is recorded with the actor, the input, and the result.

Full page: https://www.luumen.ai/integrations/cloro/