Integration
Connect Liaison and Looker
When New or Updated Application fires in Liaison, your agent runs Create Credentials - Email in Looker, or New Dashboard in Looker to Update organization in Liaison. 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 Liaison and Looker 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)Grok
Open grok.com/connectors, choose New Connector, then Custom, and paste the address. Grok signs you in in your browser.
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 Liaison and Looker can do together
From Liaison to Looker
When New or Updated Application in Liaison
then Create Credentials - Email in Looker
From Looker to Liaison
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 Liaison and Looker
Triggers and actions 4 triggers · 32 actions
- New or Updated Application
Triggers when an application for an organization is created or updated.
- Get Account Info
Returns the CAS API user's account settings: user name, user level, and the application forms and user groups the user can reach.
- Get applicant
Returns an applicant's account information, including profile, user principal, email and telephones.
- Get Application
Gets one application on a CAS application form, including the applicant's submitted data.
- Get Organization
Gets one organization on a CAS application form, with its codes, contacts and program selection rules.
- Get program
Returns the details of a program offered by an organization on an application form, including its custom program attributes.
- List Applicants
Lists applicants on a CAS application form, either by CAS ID or by a date range.
- List Applications
Lists the application IDs for an organization, optionally only those last updated within a date range.
- List Organizations
Lists the organizations (schools or departments) on a CAS application form.
- List Programs
Lists the programs offered on a CAS application form, with their deadlines, terms and organizations.
- List subscriptions
Returns the business event subscriptions set up for an application form.
- Update organization
Updates an existing organization (name, codes, state, group and contacts) on a Liaison CAS application form.
- Update program
Updates an existing program under an organization in a Liaison application form, returning the updated program.
- 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.
- Execute SQL Query
Creates a SQL Runner query on a Looker connection and returns its slug for running.
- 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 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 inline query
Runs a query defined on the spot (model, explore, fields, filters) and returns its results in the chosen format.
- 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.
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
Liaison and Looker, answered
What can start an automation from Liaison?
Any of Liaison's 1 trigger in the catalog, including New or Updated Application. Describe the moment in plain language and your agent picks the right one.
What can your agent do in Looker when something happens in Liaison?
Any of Looker's 20 actions, including Create Credentials - Email, Create Render Task, Create User and Send Password Reset or Account Setup Email. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from Looker to Liaison?
Yes. When something happens in Looker, your agent can act in Liaison too. This page covers both directions: Looker's triggers and Liaison's actions are listed here as well.
Do I have to build a connector for Liaison or Looker?
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 Liaison and Looker 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.