Launch darkly MCP integration
Checks flag status by environment, evaluates what a specific user is actually served, and routes flag changes through approval instead of flipping them directly.
248actions available
Three actions you can hand over today
Every action runs live through MCP. Nothing to build, nothing to maintain.
Search context instances
Ayro searches for context instances in LaunchDarkly to find specific users or environments receiving flag variations. Your team can debug feature flag behavior for a particular customer or deployment.
Add member to teams
Ayro assigns a LaunchDarkly member to one or more teams, giving them access to specific flags and projects. Support can now manage team membership without asking the admin to do it.
Evaluate context instance
Ayro determines which flag variations a specific user or environment should receive based on flag rules. Your agent can verify that the right flag state is active for a customer.
How businesses use Launch darkly + Ayro
Each card is one request a support team gets, and the Launch darkly actions Ayro runs to close it.
Explain why a customer cannot see a feature
Ayro reads the flag's status in the environment that customer hits and evaluates it against their own context, so support can say whether the feature is off, mid-rollout, or targeted at a segment they are not in.
Get Feature Flag StatusEvaluate Context InstanceGet Segment Membership For ContextOpen a flag change as an approval request
Rather than toggling production, Ayro drafts the change as an approval request on the flag, records the review, and applies it once the required approvers have signed off.
Create Approval Request for FlagCreate Approval Request ReviewApply Approval Request for FlagKeep team and project access in order
Ayro adds a new engineer to the teams they need, patches the custom role behind that access, and lists what a project already has, so onboarding does not stall on an admin ticket.
Add Member to TeamsPatch Custom RoleList TeamsTrace what changed during an incident
When something breaks, Ayro searches the audit log for changes in that window, reads the individual entry behind the one that looks relevant, and lists the flags depending on it.
Search Audit Log EntriesGet Audit Log EntryGet Dependent Flags
How it works
Get started in 3 steps
Connect once, then just ask. There is no workflow builder to learn and nothing to maintain — Ayro reads the Launch darkly actions it has and picks the ones a request needs.
Connect Launch darkly
Authorize the Launch darkly account your team already uses — one consent screen, no API keys, no mapping tables. Ayro can only do what you granted that account, and you can disconnect it at any time.
Tell your agent what you need
Describe the job the way you would hand it to a teammate. Ayro maps it to the Launch darkly actions that close it and chains as many as the request needs.
Watch it work
The agent runs the actions inside the conversation the customer is already in, so nobody copies data between tabs and your team can take over at any point.
Get started free
Launch darkly · Ayro
What can you do in Launch darkly without me setting anything up?
These, right away:
- Add member to teams
- Get all holdouts
- Delete announcement
Great, let's start with the first one.
FAQ
Everything else about Launch darkly
Setup, permissions, and the limits of what Ayro can do inside Launch darkly.
Only if you allow it. Patch Feature Flag changes a flag directly, but the toolkit also carries the approval path through Create Approval Request for Flag, Create Approval Request Review, and Apply Approval Request for Flag. LaunchDarkly's own approval settings on the environment still apply, so a required reviewer stays required.
Every action available in Launch darkly
All 248 actions your agent can call on Launch darkly, straight from the live MCP connection.
Add member to teams
Add a LaunchDarkly member to one or more teams.
Apply approval request
Apply an approved approval request in LaunchDarkly.
Apply approval request for flag
Apply an approved approval request for a feature flag in LaunchDarkly.
Copy feature flag
Copy a feature flag's configuration from one environment to another within the same project.
Create announcement
Create a public announcement in LaunchDarkly.
Create approval request
Create an approval request in LaunchDarkly.
Create approval request for flag
Create an approval request for a feature flag in LaunchDarkly.
Create approval request review
Review an approval request by approving, declining, or commenting on changes.
Create approval request review for flag
Review an approval request for a feature flag by approving, declining, or commenting on the changes.
Create big segment export
Create an export for a big segment in LaunchDarkly.
Create big segment store integration
Create a persistent store integration for big segments in LaunchDarkly.
Create custom role
Create a new custom role in LaunchDarkly.
Create data export destination
Create a new Data Export destination for exporting LaunchDarkly event data to external services.
Create environment
Create a new environment within a LaunchDarkly project.
Create experiment
Create a new experiment in LaunchDarkly.
Create extinction events
Create new extinction events for feature flags in LaunchDarkly.
Create feature flag
Create a new feature flag in LaunchDarkly.
Create flag scheduled changes
Create a scheduled changes workflow for a feature flag in LaunchDarkly.
Create flag copy config approval request
Create an approval request for copying a feature flag's configuration from one environment to another.
Create flag import configuration
Create a new flag import configuration for importing feature flags from external feature management systems like Split or Unleash.
Create flag link
Create a new flag link in LaunchDarkly.
Create holdout
Create a new holdout in LaunchDarkly for experiment control groups.
Create integration configuration
Create a new integration configuration in LaunchDarkly.
Create experiment iteration
Create a new iteration for an experiment in LaunchDarkly.
Create layer
Create a new layer in a LaunchDarkly project.
Create members
Invite one or more new members to join a LaunchDarkly account.
Create metric
Create a new metric in LaunchDarkly.
Create metric group
Create a new metric group in LaunchDarkly.
Create migration safety issues
Check migration safety issues for a feature flag patch.
Create oauth 2.0 client
Create (register) a LaunchDarkly OAuth 2.0 client.
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Ready to connect Launch darkly?
Authorize the account and your agent has all 248 actions from the first conversation.