OpenClaw on Flux
Find out what your competitors charge
OpenClaw reads five competitors’ pricing pages, fills a sheet and posts the summary for sales.
“Find what our five closest competitors charge, put it in a sheet and post a summary in #sales.”
- Web searchShipping
- Page readingLive
- ModelLive
- AppsShipping
Murage- Search for competitor pricingShipping$0.010
- Read five pricing pages$0.025
- Compare all five in Kimi$0.014
Fill the Google SheetShipping$0.010
Post the summary in #salesShipping$0.010
Examples. Names, prices and costs are illustrative.
What Flux did, step by step
Flux split the ask into jobs and sent each one to the model or tool that fits it. It picks among vetted models for each kind of task, cost-aware.
Search for competitor pricingShipping
Web search
Flux searched for your competitors’ pricing pages.
Read five pricing pagesLive
Page reading
It read each page, so the numbers are what they charge today.
Compare all five in KimiLive
Model
Lining up five price tables is long reading, so Flux picked a model suited to it, at a low cost.
Fill the Google SheetShipping
Apps
The rows went into your sheet through the Google Sheets connection.
Post the summary in #salesShipping
Apps
The summary went to #sales through the Slack connection.
Result Sheet filled: we are the second cheapest of six. Summary posted in #sales.
The receipt
Every call comes back with the model or tool that ran it and what it cost, all on one bill.
These costs are illustrative, not a quote. flux-auto bills each model step at the Standard rate, or the Fast rate when it sends the step to the Fast lane and a Fast model answers. Never more than Standard. Pin a model and you pay its own rate. See pricing
Example receiptIllustrative
| Step | Cost |
|---|---|
| Search for competitor pricingWeb search | $0.010 |
| Read five pricing pagesPage reading | $0.025 |
| Compare all five in KimiModel | $0.014 |
| Fill the Google SheetApps | $0.010 |
| Post the summary in #salesApps | $0.010 |
| One bill | $0.069 |
Run it with your own agent
- Get your key.
- Connect OpenClaw to Flux. It speaks the OpenAI format, so it connects like the other OpenAI-compatible tools. A checked OpenClaw recipe is on its way. Connect your tools
- For page reading and images, add the Flux tools server to OpenClaw’s MCP settings as a remote HTTP server at
https://api.fluxrouter.ai/mcp-tools/, with your Flux key as the bearer token (Authorization: Bearer sk-flux-…). It offersweb_fetchto read a page andimage_generateto make an image. - Ask it for the job in your own words, like the ask at the top.
What works today
- Web searchShippingWeb search is shipping. Until then, give your agent the pages to read, and Flux reads them.
- Page readingLivePage reading works today on a paid key. It covers public pages only.
- ModelLiveModel steps work today, as soon as your agent points at Flux with flux-auto.
- AppsShippingApps on your own key are shipping. Until then, your agent can use its own tools for these steps, and Murage runs them today with apps built in.
Try it with another agent
One key, any agent. If it can talk to OpenAI or Anthropic, it can connect to Flux.
Questions
Can I run it every week?
Yes, if your agent can run on a schedule. Each run reads the pages again, so the sheet shows what changed.
Does every step work on my key today?
Not yet. Web search is shipping. Until then, give your agent the pages to read, and Flux reads them. Apps on your own key are shipping. Until then, your agent can use its own tools for these steps, and Murage runs them today with apps built in. The steps marked Live work today.
What will it cost me?
The costs on this page are illustrative, not a quote. flux-auto bills each model step at the Standard rate, or the Fast rate when it sends the step to the Fast lane and a Fast model answers. Never more than Standard. Pin a model and you pay that model’s own rate instead. Web, image, voice and app steps have their own prices.
More jobs your agent can do
Give your agent everything else.
One key for every model and tool in this example.