Connect Launchdarkly to AI agents

Connect Launchdarkly to Claude, Codex, Cursor, or other AI agents for your entire team. Metorial security, governance, observability, and gives your team a unified Magic MCP url to connect.

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Supported Tools

Tools18Triggers2

create_feature_flag

Create Feature Flag

Create a new feature flag in a LaunchDarkly project. The flag will be created in every environment within the project. By default creates a boolean flag; provide custom variations for multivariate flags.

manage_environment

Manage Environment

Create, update, or delete an environment within a LaunchDarkly project. Environments hold separate flag configurations, SDK keys, and context data.

invite_members

Invite Members

Invite new members to your LaunchDarkly account. Send invitations by email and optionally assign a built-in role or custom roles.

list_segments

List Segments

List user segments in a LaunchDarkly environment. Segments group contexts for bulk flag targeting. Returns segment keys, names, and membership counts.

update_feature_flag

Update Feature Flag

Update a feature flag's configuration using LaunchDarkly's semantic patch. Supports toggling on/off, updating name/description/tags, changing fallthrough variations, adding/removing targeting rules, and setting individual targets. All changes are environment-specific unless they modify flag-level properties.

query_audit_log

Query Audit Log

Search the LaunchDarkly audit log for change history entries. Query by date range, full-text search, or resource specifier. Useful for compliance, debugging, and tracking who changed what and when.

list_environments

List Environments

List all environments within a LaunchDarkly project. Returns environment keys, names, colors, and SDK keys.

list_members

List Members

List account members in your LaunchDarkly organization. Filter by role or search by name/email. Returns member details including roles and status.

delete_feature_flag

Delete Feature Flag

Permanently delete a feature flag from a project. This removes the flag from all environments. Use with caution — this cannot be undone.

list_metrics

List Metrics

List custom metrics defined in a LaunchDarkly project. Metrics track events in your application and are used in experiments to measure the impact of flag variations.

get_feature_flag

Get Feature Flag

Retrieve detailed information about a specific feature flag, including its variations, targeting rules, and environment-specific configuration. Use this to inspect a flag's full setup before making changes.

manage_project

Manage Project

Create a new project or update an existing one in LaunchDarkly. When creating, provide a key and name. When updating, provide the project key and the fields to change (name, tags). To delete a project, use the delete action.

list_projects

List Projects

List all projects in your LaunchDarkly account. Returns project keys, names, tags, and environment counts.

search_contexts

Search Contexts

Search for contexts (users, services, machines, etc.) that have encountered feature flags in an environment. Filter by kind, key, or attributes. Contexts are scoped to a specific project and environment.

toggle_feature_flag

Toggle Feature Flag

Quickly turn a feature flag on or off in a specific environment. This is a convenience tool for the most common flag operation — no need to construct semantic patch instructions manually.

list_experiments

List Experiments

List experiments in a LaunchDarkly project and environment. Experiments validate the impact of features by measuring metrics against flag variations.

list_feature_flags

List Feature Flags

List feature flags in a LaunchDarkly project. Supports filtering by tag, environment, and search query. Returns flag keys, names, kinds, and their current status in the specified environment.

manage_segment

Manage Segment

Create, update, or delete a user segment in a LaunchDarkly environment. Segments group contexts for bulk flag targeting. Use semantic patch instructions to add/remove included or excluded context keys.

More integrations teams use with Launchdarkly

Linear

Create, read, update, and delete issues across teams with support for priorities, labels, assignees, due dates, and workflow states. Manage projects that group related issues, and organize work into time-boxed cycles (sprints). Create and manage documents, comments, and file attachments. Search issues using vector similarity or rich filters. Configure teams, workflow states, and labels. Track customers and link them to issues. Subscribe to real-time webhooks for changes to issues, projects, cycles, comments, documents, and more.

GitHub

Manage repositories, issues, and pull requests. Create and configure branches, star repositories, review code, and merge changes. Automate CI/CD workflows with GitHub Actions, manage workflow runs, secrets, and artifacts. Track issues with labels, milestones, and assignees. Search across code, repositories, issues, and users. Manage organizations, teams, and memberships. Create and manage projects, gists, packages, deployments, and environments. Access security alerts including code scanning, secret scanning, and Dependabot alerts. Read and write file contents in repositories. Manage webhooks, notifications, and codespaces.

Sharepoint

Manage SharePoint sites, document libraries, lists, and files. Create, read, update, and delete lists and list items with custom columns. Upload, download, move, copy, and version files in document libraries. Search across sites, files, folders, lists, and list items using Microsoft Search. Manage permissions at site, list, and item levels with granular access control. Define and manage content types and site columns. Subscribe to webhooks for list and library change notifications. Retrieve site properties and search for sites across Microsoft 365.

Salesforce

Manage CRM data including Accounts, Contacts, Leads, Opportunities, Cases, and custom objects. Create, read, update, and delete records. Query data using SOQL and search across objects using SOSL. Perform bulk data operations for large-scale imports, exports, and migrations. Execute composite requests to batch multiple operations in a single API call. Access analytics, reports, and dashboards. Manage files and attachments associated with records. Interact with Chatter feeds, posts, and groups for social collaboration. Subscribe to real-time change events via Change Data Capture and Platform Events. Manage org metadata including custom objects, fields, layouts, and workflows. Query data using GraphQL for precise data retrieval across related objects.

Microsoft Outlook

Send, read, reply to, forward, and manage email messages in user mailboxes. Organize messages into folders, apply categories, flags, and importance levels. Manage file and item attachments. Create, update, delete, and respond to calendar events and meetings. Find available meeting times, manage attendees, handle recurrence, and work with shared or delegated calendars. Create, read, update, and delete contacts, organize them into contact folders, and manage contact photos. Manage tasks and task lists via Microsoft To Do, including due dates, reminders, recurrence, and checklist items. Subscribe to webhook notifications for changes to messages, calendar events, and contacts. Support for Focused Inbox, @-mentions, mail tips, send-on-behalf, and send-as capabilities.

Airtable

Create, read, update, and delete records in Airtable bases and tables. Manage base schemas including creating tables and fields. Filter records using formulas, sort by fields, and scope queries to specific views. Upsert records to find, create, or update in a single call. Upload attachments to records, read and write record comments, list accessible bases, and receive real-time base change events through webhooks.

Technical notes for Launchdarkly

Manage feature flags, experiments, and progressive rollouts across projects and environments. Create, update, toggle, and delete feature flags with targeting rules, percentage rollouts, and prerequisites. Define user segments for bulk targeting. Run experiments to measure the impact of flag variations using custom metrics. Manage projects, environments, account members, teams, and role-based access. Query the audit log for change history. Configure webhooks, release pipelines, relay proxy settings, and data export destinations. Set up scheduled flag changes, approval workflows, and integration audit log subscriptions.

Connect Launchdarkly to production AI agents

See how Metorial gives Launchdarkly access the governance, tracing, and security controls teams need.

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Frequently asked questions

Common questions about connecting Launchdarkly to AI agents with Metorial.

  1. Can Metorial connect Launchdarkly to AI agents?
    Yes. Metorial connects AI agents to Launchdarkly through a governed integration layer, so teams can use the provider while keeping access controlled and observable.
  2. Metorial is MCP compatible and lets teams expose approved provider tools to MCP-capable agents and clients through a controlled access layer.
  3. Metorial applies policies across users, groups, providers, agents, and individual tools, then records the context around every agent interaction.
  4. Yes. Metorial records provider activity so teams can inspect tool calls, troubleshoot integrations, and give security teams the visibility they need.