Integration
Connect Looker to ScrapFly
When New Dashboard fires in Looker, your agent runs Scrape Page in ScrapFly. Describe the whole flow and it is built, tested on every scenario and kept running.
What the catalog holds today. Ask for anything missing and your agent reads the API documentation and adds it.
Build solutions, not workarounds.
What do you want Looker and ScrapFly to do together?
Ask the assistant
Connect your AI client
Give your AI client this address.
https://mcp.apiant.aiOne connection does both: ask your client to act in an app once, or have it build an automation that keeps running. Any client that takes a remote MCP server. Nothing to install. Create your free account, then sign in once in your browser.
Set it up in your client
Claude Code
Run this in the directory you want to work in.
claude mcp add --transport http -s project apiant-ai https://mcp.apiant.aiStart Claude Code there, approve the server, and sign in in the browser page it opens.
Claude Code guide (opens in a new tab)Claude, web and desktop
Open Customize, then Connectors, then Add custom connector, and paste the address. On Team and Enterprise an owner adds it first.
Setup guide (opens in a new tab)Cursor
Add the address to your MCP configuration as a server URL. Cursor signs you in in your browser.
Setup guide (opens in a new tab)Zed
Open Settings, then AI, then MCP Servers, then Add Server, then Add Remote Server.
Setup guide (opens in a new tab)Codex and the ChatGPT desktop app
Open Settings, then MCP servers, then Add server, and choose Streamable HTTP. From the terminal, Codex takes the address with its own add command and then signs you in.
Setup guide (opens in a new tab)Any other MCP client
Paste the address where the client asks for a remote MCP server URL, and name the server apiant-ai where it lets you. APIANT's skills reach the client over the same connection.
Setup guide (opens in a new tab)Example flows
What Looker can start in ScrapFly
When New Dashboard in Looker
then Scrape Page in ScrapFly
Starting points drawn from the triggers and actions in the catalog today. Describe the flow you need, at any depth, and your agent builds it and tests every scenario before it ships.
Everything your agent can do with Looker and ScrapFly
Triggers and actions 3 triggers · 26 actions
- New Dashboard
Triggers when a new dashboard is created in Looker.
- New Look
Triggers when a new Look is saved in Looker.
- New User
Triggers when a new user is added to Looker.
- Add Group
Creates a new user group in Looker (admin only).
- Add Role(s) to User
Sets the roles assigned directly to a Looker user, replacing their current direct roles.
- Add Scheduled Plan
Creates a scheduled plan that delivers a Look, dashboard, LookML dashboard or query to one or more destinations on a recurring schedule.
- Add User to Group
Adds a user to a Looker group.
- Create Credentials - Email
Adds an email login to a Looker user.
- Create Render Task
Starts rendering a Look to an image or PDF; use Get Render Task Results with the returned ID once it finishes.
- Create User
Creates a new user in Looker with the given name and details.
- Delete User
Deletes a user from Looker.
- Find User
Finds Looker users matching an email or name.
- Get Dashboard
Returns the full details of a Looker dashboard, including its tiles, filters and layouts.
- Get Look
Returns a saved Look's details, including its title, folder, owner, URLs and the query behind it.
- Get Render Task Results
Returns the image or PDF file produced by a completed render task.
- Get User
Returns a Looker user's details by user ID, including name, email, roles, groups and credentials.
- List Dashboards
Returns all active dashboards in your Looker instance with summary details such as id, title and folder.
- List Groups
Returns the user groups in your Looker instance, optionally filtered by ID or content access.
- List Looks
Returns all active Looks the connected user has access to, with their titles, folders and owners.
- Run Look
Runs a saved Look and returns its result rows.
- Send Password Reset or Account Setup Email
Sends a Looker user a password reset email, or an account setup email if they have not set up their account yet.
- Update User
Updates a Looker user's name, home folder, locale or disabled status, and returns the updated user.
- Add crawl
Start a recursive website crawl job.
- AI Data Extraction
Automatically extract structured data from any text content such as HTML, Text, Markdown using AI, LLM and custom parsing instructions.
- Get crawl artifact
Downloads the finished archive of a crawl: a WARC file (compressed web archive with every request and response) or a HAR file (JSON HTTP archive). The artifact is only available once the crawl has finished.
- Get crawl status
Retrieve the status/progress of a previously started crawl.
- Scrape Page
Scrapes a web page through the Scrapfly Web Scraping API and returns its content, the upstream status and scrape metadata.
- Screenshot Web Page
Captures a screenshot of a web page with ScrapFly's Screenshot API and returns the URL where the stored image can be downloaded.
- Send Web Scraping API Request
Sends a request to any web page through Scrapfly's Web Scraping API, with your choice of HTTP method, request body and custom headers, and returns the scraped content along with the scrape details.
No trigger or action matches that. Ask your agent to add it: it reads the API documentation and builds what you describe.
Each app on its own
Reviews
What our customers say
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Questions
Looker and ScrapFly, answered
What can start an automation from Looker?
Any of Looker's 3 triggers in the catalog, including New Dashboard, New Look and New User. Describe the moment in plain language and your agent picks the right one.
What can your agent do in ScrapFly when something happens in Looker?
Any of ScrapFly's 7 actions, including Send Web Scraping API Request, Add crawl, AI Data Extraction and Get crawl artifact. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from ScrapFly to Looker?
ScrapFly has no triggers in the catalog today, so automations start in Looker. If you need the other direction, ask: your agent reads ScrapFly's API documentation and adds it.
Do I have to build a connector for Looker or ScrapFly?
No. Both are in the catalog with their triggers and actions. You describe the automation; your agent builds it, tests every scenario and keeps it running.
Can my AI client use Looker and ScrapFly without building an automation?
Yes. With your AI client connected to APIANT, ask it to do something in either app once and it runs that action on the spot. Ask for an automation and your agent builds it, tests every scenario and keeps it running. One connection covers both.
What happens when something fails?
Your agent works that out for you. It plans the failure paths along with the happy path, then tests every scenario before it ships.
Is there a free plan?
Yes. Every plan includes the agent, including free, and building from your own AI client spends no assistant credits.