Integration
Connect DoiT and LaunchDarkly
When New Alert Notification fires in DoiT, your agent runs Create a project in LaunchDarkly, or Access Token Event in LaunchDarkly to Add support ticket in DoiT. 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 DoiT and LaunchDarkly 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 DoiT and LaunchDarkly can do together
From DoiT to LaunchDarkly
When New Alert Notification in DoiT
then Create a project in LaunchDarkly
When New Cloud Incident in DoiT
then Create a feature flag in LaunchDarkly
From LaunchDarkly to DoiT
When Access Token Event in LaunchDarkly
then Add support ticket in DoiT
When Code Reference Repository Event in LaunchDarkly
then Add comment in DoiT
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 DoiT and LaunchDarkly
Triggers and actions 18 triggers · 66 actions
Trigger
Budget Threshold SurpassedTriggered when a budget's current spend passes one of its alert thresholds. Fires once per threshold in each budget period.
Trigger
New Alert NotificationTriggers when a DoiT cost alert sends a notification (its last-alerted time advances).
Trigger
New Cloud IncidentTriggered when a new cloud incident is reported for Google Cloud, Amazon Web Services or Microsoft Azure.
Trigger
New Cost AnomalyTriggers when DoiT detects a new cloud cost anomaly, newest first, optionally narrowed by service, billing account, platform or severity.
Trigger
New InvoiceTriggered when a new invoice is created in your DoiT organization.
Trigger
New ServiceTriggers when a new cloud service (support product) becomes available in DoiT, optionally for one platform.
Trigger
New Service (For Doers)Triggers when a new support product (service) becomes available in DoiT, optionally limited to one cloud platform.
Action
Add alertCreates a cost or usage alert in DoiT Cloud Analytics that notifies email or Slack recipients when a metric crosses the threshold you set.
Action
Add allocationCreates a new DoiT allocation, either a single allocation defined by one rule or a group allocation made of several rules.
Action
Add annotationCreates a new annotation on a date in DoiT Cloud Analytics, optionally linked to reports and labels.
Action
Add budgetCreates a new DoiT budget that tracks cloud spend for the selected scope against a fixed or recurring amount.
Action
Add commentAdds a comment to an existing DoiT support request and returns the new comment.
Action
Add labelCreates a new label in DoiT Cloud Analytics with a name and color, ready to assign to reports, budgets and other objects.
Action
Add support ticketCreates a new DoiT support request and returns its id, status and a link to view it in the DoiT console.
Action
Delete alertDeletes an alert from your DoiT account.
Action
Get alertReturns a Cloud Analytics alert by its ID, including its name, recipients, timestamps and evaluation configuration.
Action
Get anomalyReturns one cost anomaly, including its cost impact, severity, affected service, contributing SKUs and resources, and review status.
Action
Get budgetReturns a budget's configuration and its current and forecasted utilization. An error occurs if the budget is not found.
Action
Get invoiceReturns the full details of an invoice by its invoice number, including status, amounts, due date and line items. A cancelled invoice or credit memo is returned with status CANCELED.
Action
List alertsReturns the alerts your DoiT account has access to, optionally filtered by owner or name and sorted.
Action
List allocationsReturns the cost allocations your DoiT account has access to, optionally filtered by type, owner, name or folder.
Action
List annotationsReturns the Cloud Analytics annotations your DoiT account has access to, with their content, date, associated reports and labels.
Action
List anomaliesReturns the cloud cost anomalies DoiT detected, optionally filtered by time window, service, billing account, platform or severity.
Action
List assetsReturns the customer's assets in DoiT, such as Google Cloud billing accounts, Workspace subscriptions and AWS accounts, optionally filtered by a filter expression.
Action
List budgetsReturns the budgets your DoiT account can access, each with its amount, utilization and risk status.
Action
List CloudFlowsReturns the CloudFlows in the DoiT account, with each flow's name, published state, trigger type and last run status.
Action
List invoicesReturns the current and historical invoices for your organization, newest first, optionally filtered by platform, due date, status or creation time.
Action
List labelsReturns the Cloud Analytics labels your DoiT account can access, optionally filtered by name or type and sorted.
Action
List reportsReturns the Cloud Analytics reports your DoiT account can access, newest first, with optional filtering by name, owner, type, folder or creation time.
Action
Query Cloud AnalyticsRuns a one-off Cloud Analytics query with the configuration you supply and returns the result columns and rows, without saving a report.
Action
Run CloudFlowStarts a run of a published CloudFlow and returns the new run, which begins in pending status.
Action
Run ReportRuns a saved Cloud Analytics report and returns its results: the column schema and the result rows, plus the report's name, owner and labels.
Action
Update alertUpdates an existing DoiT alert's name, threshold settings or notification recipients. Only the values you fill in are changed.
Action
Update budgetUpdates an existing DoiT budget. Only the values you supply are changed; everything else on the budget is kept.
Trigger
Access Token EventTriggers when access token activity happens on your LaunchDarkly account.
Trigger
Code Reference Repository EventTriggers when code reference repository activity happens on your LaunchDarkly account.
Trigger
Flag EventTriggers when flag activity happens on your LaunchDarkly account.
Trigger
Integration EventTriggers when integration activity happens on your LaunchDarkly account.
Trigger
Member EventTriggers when member activity happens on your LaunchDarkly account.
Trigger
Relay Proxy Configuration EventTriggers when relay proxy configuration activity happens on your LaunchDarkly account.
Trigger
Role EventTriggers when role activity happens on your LaunchDarkly account.
Trigger
Segment EventTriggers when segment activity happens on your LaunchDarkly account.
Trigger
Service Token EventTriggers when service token activity happens on your LaunchDarkly account.
Trigger
Team EventTriggers when team activity happens on your LaunchDarkly account.
Trigger
User EventTriggers when user activity happens on your LaunchDarkly account.
Action
Add or Remove User Targets From a Feature FlagAdds people to, or removes them from, the individual targeting list for one variation of a feature flag in a chosen environment.
Action
Create a feature flagCreates a new feature flag in a LaunchDarkly project, either a plain on/off flag or one with your own list of variations.
Action
Create a metricCreates a metric in a LaunchDarkly project so you can measure the effect of a flag or experiment - a custom event, a click, a page view, or a trace.
Action
Create an access tokenCreates a LaunchDarkly API access token with the access level you choose. The full token value is returned only on this call, so save it right away.
Action
Create an environmentAdds a new environment to a LaunchDarkly project, so flags can be configured separately for it. Returns the environment's SDK keys.
Action
Create a projectCreates a new LaunchDarkly project, optionally with its own environments and flag-naming rules.
Action
Create a segmentCreates a segment in one environment of a LaunchDarkly project, so you can target a named group of people with your flags.
Action
Delete environmentDeletes an environment from a LaunchDarkly project, along with all the flag settings it held.
Action
Delete feature flagPermanently deletes a feature flag from a LaunchDarkly project, in every environment.
Action
Delete metricDeletes a metric from a LaunchDarkly project.
Action
Delete projectDeletes a LaunchDarkly project and everything inside it - all of its environments, flags and segments.
Action
Delete segmentDeletes a segment from one environment of a LaunchDarkly project.
Action
Evaluate a Feature FlagWorks out which variation of each feature flag a particular person (or other context) would be served in one environment, and why.
Action
Get access tokenReturns one LaunchDarkly access token by its id, including its name, role, and when it was last used.
Action
Get custom roleReturns one LaunchDarkly custom role by its key, including its name, description, and policy statements.
Action
Get environmentReturns one environment in a LaunchDarkly project, including its keys, colour, and default flag settings.
Action
Get feature flagReturns one feature flag in a LaunchDarkly project, including its variations, tags, and per-environment settings.
Action
Get metricReturns one metric in a LaunchDarkly project, including how it is measured and which events it counts.
Action
Get projectReturns one LaunchDarkly project by its key, including its name, tags, and default settings.
Action
Get segmentReturns one segment in a LaunchDarkly project environment, including its included and excluded contexts and its rules.
Action
Get teamReturns one LaunchDarkly team by its key, including its name, description, and how many members and roles it has.
Action
List access tokensReturns the access tokens in your LaunchDarkly account.
Action
List custom rolesReturns the custom roles in your LaunchDarkly account.
Action
List environmentsReturns the environments in one LaunchDarkly project.
Action
List feature flagsReturns the feature flags in one LaunchDarkly project.
Action
List metricsReturns the metrics in one LaunchDarkly project.
Action
List projectsReturns the projects in your LaunchDarkly account.
Action
List segmentsReturns the segments in one LaunchDarkly project environment.
Action
List teamsReturns the teams in your LaunchDarkly account.
Action
List usersReturns the end users LaunchDarkly has seen in one project environment. Built on the contexts API, which replaced the retired users API.
Action
Search contextsSearches the contexts LaunchDarkly has seen in one project environment using a filter expression.
Action
Toggle a Feature FlagTurns a LaunchDarkly feature flag on or off in one environment.
Action
Update a Feature Flag With JSONUpdates a LaunchDarkly feature flag by sending your own semantic patch instructions as JSON, for changes the ready-made actions do not cover.
Action
Update custom roleUpdates a LaunchDarkly custom role — its name, description, base permissions, or policy statements. Fields you leave blank are not changed.
Action
Update environmentUpdates an environment in a LaunchDarkly project — its name, colour, cache time, or confirmation settings. Fields you leave blank are not changed.
Action
Update metricUpdates a metric in a LaunchDarkly project — its name, description, tags, or unit. Fields you leave blank are not changed.
Action
Update projectUpdates a LaunchDarkly project — its name, tags, or default flag settings. Fields you leave blank are not changed.
Action
Update segmentUpdates a segment in a LaunchDarkly project environment — its name, description, tags, or the contexts it includes and excludes. Fields you leave blank are not changed.
Action
Update teamUpdates a LaunchDarkly team — its name, description, members, or custom roles. Fields you leave blank are not changed.
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
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Questions
DoiT and LaunchDarkly, answered
What can start an automation from DoiT?
Any of DoiT's 7 triggers in the catalog, including New Alert Notification, New Cloud Incident, New Cost Anomaly and New Invoice. Describe the moment in plain language and your agent picks the right one.
What can your agent do in LaunchDarkly when something happens in DoiT?
Any of LaunchDarkly's 39 actions, including Create a feature flag, Create a metric, Create an access token and Create an environment. Your agent maps the data both ways and tests every scenario before it ships.
Can it also run from LaunchDarkly to DoiT?
Yes. When something happens in LaunchDarkly, your agent can act in DoiT too. This page covers both directions: LaunchDarkly's triggers and DoiT's actions are listed here as well.
Do I have to build a connector for DoiT or LaunchDarkly?
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 DoiT and LaunchDarkly 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.