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Documentation Index

Fetch the complete documentation index at: https://docs.gumloop.com/llms.txt

Use this file to discover all available pages before exploring further.

LaunchDarkly is a feature management platform. The LaunchDarkly MCP server lets you create and manage feature flags, segments, and environments using natural language.

What Can It Do?

  • Create and manage feature flags across projects
  • Target specific users and segments with flag rules
  • Monitor flag status across environments
  • Manage segments for grouped targeting

Where to Use It

Add LaunchDarkly as a tool to any agent. The agent can then interact with LaunchDarkly conversationally, choosing the right actions based on context. To add an MCP tool to your agent:
  1. Open your agent’s configuration
  2. Click Add toolsConnect an app with MCP
  3. Search for the integration and select it
  4. Authenticate with your account
You can control which tools your agent has access to. After adding an integration, click on it to enable or disable specific tools based on what your agent needs.

In Workflows (Via Agent Node)

For automated pipelines, use an Agent Node with LaunchDarkly tools. This gives you the flexibility of an agent within a deterministic workflow.

As a Custom MCP Node

You can also create a standalone MCP node for a specific action. This generates a reusable node that performs one task, useful when you need the same operation repeatedly in workflows.
To create a custom MCP node:
  1. Go to your node library and search for the integration
  2. Click Create a node with AI
  3. Describe the specific action you want (e.g., “List all feature flags in production”)
  4. Test the node and save it for reuse
Custom MCP nodes are single-purpose by design. For tasks that require multiple steps or dynamic decision-making, use an agent instead.

Available Tools

ToolDescription
List ProjectsList all projects in your LaunchDarkly account
List EnvironmentsList all environments within a project
List Feature FlagsList all feature flags in a project with filtering options
Get Feature FlagGet a single feature flag by key with rollout info
Create Feature FlagCreate a new feature flag
Update Feature FlagUpdate a feature flag - turn on/off, add/remove targets by context (e.g. business_id)
Delete Feature FlagDelete a feature flag
Get Feature Flag StatusGet flag status in an environment (new, active, inactive, launched)
List Code RepositoriesList connected code repositories for code references
List SegmentsList all segments in an environment
Get SegmentGet a segment with included/excluded contexts
Create SegmentCreate a new segment
Update SegmentUpdate a segment - add/remove contexts (e.g. business_id) to include/exclude
Delete SegmentDelete a segment

Example Prompts

Use these with your agent or in the Agent Node: List flags:
Show me all feature flags in the production project
Toggle a flag:
Turn on the new-checkout flag in the staging environment
Check status:
What's the status of the dark-mode flag?

Troubleshooting

IssueSolution
Authentication failedVerify your LaunchDarkly credentials and that you have the required permissions
Tool not availableVerify the tool is enabled in your agent’s MCP configuration
Unexpected resultsThe agent may chain multiple tools together. Review the agent’s reasoning to understand its approach.
Agents are smart enough to chain multiple API calls together. If results seem off, check the agent’s step-by-step reasoning.

Need Help?


Use this integration directly in Claude or Cursor. Connect remotely via the LaunchDarkly MCP server using your Gumloop credentials.