---
title: "LaunchDarkly MCP server for AI agents - actionlake"
description: "Give Claude 401 LaunchDarkly actions through one MCP server: flag approval requests. Your agent never holds the credential. 100,000 calls a month free."
canonical: https://actionlake.com/connectors/launchdarkly
updated: 2026-10-22
---

Connectors · Developer & infrastructure

# LaunchDarkly MCP server for AI agents.

actionlake is an MCP gateway: one remote MCP server that connects Claude and other MCP clients to LaunchDarkly and the rest of your systems. It gives your agent 401 LaunchDarkly actions (200 reads, 149 writes and 52 that wait for a confirmation) and holds the LaunchDarkly credential itself, so the agent never does. It paces LaunchDarkly's limits and records every call.

[Connect LaunchDarkly free](https://actionlake.com/console?start=sandbox) [See pricing](https://actionlake.com/pricing)

100,000 free calls a month. No card, no email, no password: press Start a free sandbox on the next screen and keep the key it shows you.

`claude mcp add --transport http actionlake https://connect.actionlake.com/mcp`

the first call

```
do {
  action: "launchdarkly.members.list",
  intent: "check which LaunchDarkly account is connected"
}
# List account members · read · 1 upstream call
```

- 401 actions in one signed file
- 200 read look, never change
- 149 write create and update
- 52 wait for a yes destructive, confirmed first

Set up

## Connect LaunchDarkly in three steps.

1. 01
   ### Add actionlake to Claude.
   Run the command once in Claude Code; its consent page can create a free sandbox: 100,000 calls a month, no card. In the Claude app, add a custom connector with the URL below and paste your key on the consent page. Creating a new sandbox from the Claude app is not yet tested by us.
   `https://connect.actionlake.com/mcp`
2. 02
   ### Connect LaunchDarkly.
   API key. No consent screen: your agent can connect it for you, but the key then passes through your chat. To keep it out of the model's context, paste it in the console instead. actionlake stores what you paste write-only, sealed under your tenant's key.
   - `access_token` LaunchDarkly API access token (personal or service token)
   - `host` Where your LaunchDarkly lives: your host
   ```
   account { op: "connections.requirements", service: "launchdarkly" }
   # free: exactly what to paste, and what is found for you
   ```
3. 03
   ### Make the first call. Check before a write.
   Ask in plain words; Claude picks the action. Before anything changes, `check` validates the call and prices it, for free.
   ```
   do    { action: "launchdarkly.members.list" }
   # list account members · read · 1 upstream call
   check { action: "launchdarkly.teams.create", input: { … } }
   # free: inputs, permissions, cost and confirmations, nothing sent
   ```

LaunchDarkly at a glance

**Sign-in**

API key. No consent screen: your agent can connect it for you, but the key then passes through your chat. To keep it out of the model's context, paste it in the console instead.

**You provide**

`access_token`

**Setup fields**

`host`

**Limits we pace to**

10 calls a second, per connection

**API covered**

LaunchDarkly REST API v2 (OpenAPI 3.0.3)`app.launchdarkly.com`

**Built from**

LaunchDarkly's documentation, read 22 October 2026[app.launchdarkly.com](https://app.launchdarkly.com/api/v2/openapi.json) [launchdarkly.com](https://launchdarkly.com/docs/api)

**Service file**

Version 1.0.0, signed (Ed25519)

**Cached reads**

168 of 200 reads, for up to 5 minutes; a write clears what it affects

**Shared entities**

5, so ask can line LaunchDarkly up with your other systems

**Data**

Processed and stored in Sydney, Australia. No US region yet

Capabilities

## What an AI agent can do in LaunchDarkly.

401 actions in 146 areas. Every one carries its effect, so a key can allow the reads and hold the rest.

- **200** read look, never change
- **149** write create and update
- **52** destructive wait for a confirmation

1. ### Flag approval requests
   8
   2 read · 5 write · 1 destructive
   Apply approval request for a flag · Create approval request for a flag · Create approval request to copy flag configurations across environments · List approval requests for a flag
2. ### Adaptive triggers
   7
   2 read · 4 write · 1 destructive
   Create an adaptive trigger · Disable an adaptive trigger · Enable an adaptive trigger · List adaptive triggers
3. ### Approval requests
   7
   2 read · 4 write · 1 destructive
   Apply approval request · Create approval request · List approval requests · Review approval request
4. ### Environments
   7
   2 read · 4 write · 1 destructive
   List environments · Create environment · Get environment · Update environment
5. ### Feature flags
   7
   2 read · 4 write · 1 destructive
   List feature flags · Create a feature flag · Get feature flag · Update feature flag
6. ### Integration delivery configurations
   7
   3 read · 3 write · 1 destructive
   Create delivery configuration · List all delivery configurations · Get delivery configurations by environment · Validate delivery configuration
7. ### Flag import configurations
   6
   2 read · 3 write · 1 destructive
   Create a flag import configuration · List all flag import configurations · Trigger a single flag import run · Get a single flag import configuration
8. ### Members
   6
   2 read · 3 write · 1 destructive
   List account members · Get account member · Modify an account member · Delete account member

**138 more areas · 346 actions**

- Relay proxy configs **6**
- Release policies **6**
- SDK keys **6**
- Segments **6**
- Teams **6**
- Tokens **6**
- Agent graphs **5**
- Agent optimization results **5**
- Agent optimizations **5**
- Agent skills **5**
- AI configs **5**
- AI tools **5**
- Big segment store integrations **5**
- Code ref repositories **5**
- Custom roles **5**
- Destinations **5**
- Experiments **5**
- Flag scheduled changes **5**
- Flag triggers **5**
- Holdouts **5**
- Insights charts **5**
- Insights groups **5**
- Integration configurations **5**
- Integration subscriptions **5**
- Metric groups **5**
- Metrics **5**
- Model configs **5**
- Oauth clients **5**
- Projects **5**
- Prompt snippets **5**
- Release pipelines **5**
- Views **5**
- Warehouse destinations **5**
- Webhooks **5**
- AI config variations **4**
- Announcements **4**
- Applications **4**
- Code ref branches **4**
- Flag followers **4**
- Flag links **4**
- Flag releases **4**
- Flag workflows **4**
- Application versions **3**
- Audit log entries **3**
- Feature flag statuses **3**
- Insights deployments **3**
- Ip allowlist entries **3**
- Layers **3**
- Project flag defaults **3**
- User flag settings **3**
- Users **3**
- View linked resources **3**
- Workflow templates **3**
- Agent optimization runs **2**
- AI config metrics **2**
- AI config targeting **2**
- AI restricted models **2**
- Approval request settings **2**
- Big segment exports **2**
- Code ref extinctions **2**
- Code ref statistics **2**
- Context attributes **2**
- Context kinds **2**
- Contexts **2**
- Dependent flags **2**
- Experimentation settings **2**
- Flag expiring context targets **2**
- Flag expiring user targets **2**
- Insights repository projects **2**
- Ip allowlist **2**
- Segment expiring context targets **2**
- Segment expiring user targets **2**
- User expiring flags **2**
- Agent skill references **1**
- Agent skill versions **1**
- AI config quick stats **1**
- AI runs usage **1**
- AI tool references **1**
- AI tool versions **1**
- API versions **1**
- Audit log entry counts **1**
- Big segment context targets **1**
- Big segment imports **1**
- Big segment user targets **1**
- Caller identity **1**
- Context flag settings **1**
- Context instance segment memberships **1**
- Context instances **1**
- Contexts clientside usage **1**
- Contexts serverside usage **1**
- Contexts total usage **1**
- Data export events usage **1**
- Data export project rankings **1**
- Evaluations usage **1**
- Events usage **1**
- Experiment iterations **1**
- Experimentation events usage **1**
- Experimentation keys usage **1**
- Flag release phases **1**
- Insights deployment events **1**
- Insights flag events **1**
- Insights pull requests **1**
- Insights repositories **1**
- Insights scores **1**
- Linked views **1**
- Mau clientside usage **1**
- Mau SDKS by types **1**
- Mau total usage **1**
- Mau usage **1**
- Mau usage by categories **1**
- Member teams **1**
- Migration safety issues **1**
- Model config versions **1**
- Observability errors usage **1**
- Observability logs usage **1**
- Observability metrics usage **1**
- Observability sessions usage **1**
- Observability traces usage **1**
- Openapi spec **1**
- Prompt snippet references **1**
- Prompt snippet versions **1**
- Public ip list **1**
- Release pipeline progressions **1**
- Root **1**
- SDK all versions **1**
- SDK key views **1**
- SDK versions details **1**
- Segment context memberships **1**
- Segment user memberships **1**
- Service connections usage **1**
- Stream usage **1**
- Stream usage by SDK versions **1**
- Stream usage sdkversions **1**
- Tags **1**
- Team maintainers **1**
- Team roles **1**
- Vega AI usage **1**
- Warehouse export usage **1**

Top actions

## The LaunchDarkly API, shaped for agents.

The ids your agent types, what each does, and the one name it shares with other systems. 60 of LaunchDarkly's 61 action names are shared with at least one other connector, so an agent learns them once.

| Action | What it does | Effect | Same name in |
| --- | --- | --- | --- |
| `launchdarkly.members.list` List account members | List account members. | read | `identity.user.list` 474 connectors |
| `launchdarkly.teams.list` List teams | List teams. | read | `identity.group.list` 262 connectors |
| `launchdarkly.custom_roles.list` List custom roles | List custom roles. | read | `identity.role.list` 184 connectors |
| `launchdarkly.teams.create` Create team | Create team. | write | `identity.group.create` 205 connectors |
| `launchdarkly.members.get` Get account member | Get account member. | read | `identity.user.get` 399 connectors |
| `launchdarkly.custom_roles.create` Create custom role | Create custom role. | write | `identity.role.create` 105 connectors |
| `launchdarkly.members.delete` Delete account member | Delete account member. | destructive | `identity.user.delete` 253 connectors |
| `launchdarkly.code_ref_repositories.list` List repositories | List repositories. | read | `devops.repository.list` 28 connectors |
| `launchdarkly.projects.list` List projects | List projects. | read | `work.project.list` 109 connectors |
| `launchdarkly.tokens.create` Create access token | Create access token. | write | `identity.api_key.create` 100 connectors |
| `launchdarkly.projects.create` Create project | Create project. | write | `work.project.create` 102 connectors |
| `launchdarkly.code_ref_repositories.create` Create repository | Create repository. | write | `devops.repository.create` 18 connectors |

Try it

## Prompts to paste into Claude.

Each one names the LaunchDarkly actions it will call, so you know what it reads and what it changes before you send it.

1. Read read
   Give me a one-line status for every active LaunchDarkly project.
   calls `launchdarkly.projects.list`
2. Write write
   Create team in LaunchDarkly. Show me exactly what you will send before you save it.
   calls `launchdarkly.teams.create`

Governance for LaunchDarkly

## Destructive actions wait for a yes.

52 LaunchDarkly actions are destructive. The first 10:

- Delete account member `launchdarkly.members.delete`
- Delete team `launchdarkly.teams.delete`
- Delete custom role `launchdarkly.custom_roles.delete`
- Delete access token `launchdarkly.tokens.delete`
- Delete project `launchdarkly.projects.delete`
- Delete repository `launchdarkly.code_ref_repositories.delete`
- Delete environment `launchdarkly.environments.delete`
- Delete feature flag `launchdarkly.feature_flags.delete`
- Delete webhook `launchdarkly.webhooks.delete`
- Delete metric `launchdarkly.metrics.delete`

A destructive action runs only with `confirm: true`. Under the `human` policy the agent cannot confirm for itself: the run stops until a named person approves, in the console or from a signed link in an email. The cap on a key is refused before the call is sent, never after.

do launchdarkly.members.delete confirm_policy: **human**

Delete account member?

**intent:** the user asked me to delete account member

run suspended · waiting for a named person · key _launchdarkly-agent_ cannot confirm itself

In the console, or from an emailed signed link.

a key for this connector

```
account {
  op: "keys.create", name: "launchdarkly-agent",
  allowed_actions: ["launchdarkly.*"], cap_calls: 2000,
  confirm_policy: "human_for_writes",
  approval_rules: [
    { match: "launchdarkly.members.delete", approver: "lead@example.com" },
    { match: "launchdarkly.teams.delete", approver: "lead@example.com" },
    { match: "launchdarkly.custom_roles.delete", approver: "lead@example.com" }
  ]
}
```

Illustrative. Scoped to LaunchDarkly only, capped at 2,000 upstream calls, every write confirmed, and the destructive ones approved by a named person.

Cost

## What LaunchDarkly costs on actionlake.

Every LaunchDarkly action is one upstream call, the only thing actionlake bills. Searching, `check`, `cost`, `account` and any call LaunchDarkly refused with 401, 403, 429 or a 5xx are free. Paid plans start at US$49 a month for 250,000 calls, with overage from US$0.30 down to US$0.18 per 1,000.

- 1 upstream call per action all 401 LaunchDarkly actions
- 401 actions page each page of a long list is one call
- 168 reads can be cached a cache hit costs nothing
- 100,000 calls a month, free paid plans from US$49 a month for 250,000

[See pricing](https://actionlake.com/pricing)

Action index

## Every LaunchDarkly action.

401 actions by area: the id your agent calls, what it does, and its effect.

**Flag approval requests 8**

- `launchdarkly.flag_approval_requests.apply` Apply approval request for a flag write
- `launchdarkly.flag_approval_requests.create` Create approval request for a flag write
- `launchdarkly.flag_approval_requests.create_copy` Create approval request to copy flag configurations across environments write
- `launchdarkly.flag_approval_requests.list` List approval requests for a flag read
- `launchdarkly.flag_approval_requests.delete` Delete approval request for a flag destructive
- `launchdarkly.flag_approval_requests.get` Get approval request for a flag read
- and 2 more in this area

**Adaptive triggers 7**

- `launchdarkly.adaptive_triggers.create` Create an adaptive trigger write
- `launchdarkly.adaptive_triggers.disable` Disable an adaptive trigger write
- `launchdarkly.adaptive_triggers.enable` Enable an adaptive trigger write
- `launchdarkly.adaptive_triggers.list` List adaptive triggers read
- `launchdarkly.adaptive_triggers.delete` Delete an adaptive trigger destructive
- `launchdarkly.adaptive_triggers.get` Get an adaptive trigger read
- and 1 more in this area

**Approval requests 7**

- `launchdarkly.approval_requests.apply` Apply approval request write
- `launchdarkly.approval_requests.create` Create approval request write
- `launchdarkly.approval_requests.list` List approval requests read
- `launchdarkly.approval_requests.review` Review approval request write
- `launchdarkly.approval_requests.delete` Delete approval request destructive
- `launchdarkly.approval_requests.get` Get approval request read
- and 1 more in this area

**Environments 7**

- `launchdarkly.environments.create` Create environment write
- `launchdarkly.environments.get` Get environment read
- `launchdarkly.environments.list` List environments read
- `launchdarkly.environments.update` Update environment write
- `launchdarkly.environments.delete` Delete environment destructive
- `launchdarkly.environments.reset_mobile_key` Reset environment mobile SDK key write
- and 1 more in this area

**Feature flags 7**

- `launchdarkly.feature_flags.create` Create a feature flag write
- `launchdarkly.feature_flags.get` Get feature flag read
- `launchdarkly.feature_flags.list` List feature flags read
- `launchdarkly.feature_flags.update` Update feature flag write
- `launchdarkly.feature_flags.copy` Copy feature flag write
- `launchdarkly.feature_flags.delete` Delete feature flag destructive
- and 1 more in this area

**Integration delivery configurations 7**

- `launchdarkly.integration_delivery_configurations.create` Create delivery configuration write
- `launchdarkly.integration_delivery_configurations.list` List all delivery configurations read
- `launchdarkly.integration_delivery_configurations.list_by_environment` Get delivery configurations by environment read
- `launchdarkly.integration_delivery_configurations.validate` Validate delivery configuration write
- `launchdarkly.integration_delivery_configurations.delete` Delete delivery configuration destructive
- `launchdarkly.integration_delivery_configurations.get` Get delivery configuration by ID read
- and 1 more in this area

**Flag import configurations 6**

- `launchdarkly.flag_import_configurations.create` Create a flag import configuration write
- `launchdarkly.flag_import_configurations.get` Get a single flag import configuration read
- `launchdarkly.flag_import_configurations.list` List all flag import configurations read
- `launchdarkly.flag_import_configurations.trigger` Trigger a single flag import run write
- `launchdarkly.flag_import_configurations.delete` Delete a flag import configuration destructive
- `launchdarkly.flag_import_configurations.update` Update a flag import configuration write

**Members 6**

- `launchdarkly.members.delete` Delete account member destructive
- `launchdarkly.members.get` Get account member read
- `launchdarkly.members.list` List account members read
- `launchdarkly.members.update` Modify an account member write
- `launchdarkly.members.bulk_update` Modify account members write
- `launchdarkly.members.invite` Invite new members write

**Relay proxy configs 6**

- `launchdarkly.relay_proxy_configs.create` Create a new Relay Proxy config write
- `launchdarkly.relay_proxy_configs.get` Get Relay Proxy config read
- `launchdarkly.relay_proxy_configs.list` List Relay Proxy configs read
- `launchdarkly.relay_proxy_configs.reset` Reset Relay Proxy configuration key write
- `launchdarkly.relay_proxy_configs.delete` Delete Relay Proxy config by ID destructive
- `launchdarkly.relay_proxy_configs.update` Update a Relay Proxy config write

**Release policies 6**

- `launchdarkly.release_policies.create` Create a release policy write
- `launchdarkly.release_policies.get` Get a release policy by key read
- `launchdarkly.release_policies.list` List release policies read
- `launchdarkly.release_policies.reorder` Update the order of existing release policies write
- `launchdarkly.release_policies.delete` Delete a release policy destructive
- `launchdarkly.release_policies.replace` Update a release policy write

**SDK keys 6**

- `launchdarkly.sdk_keys.create` Create SDK key write
- `launchdarkly.sdk_keys.get` Get SDK key read
- `launchdarkly.sdk_keys.list` Get all environment SDK keys read
- `launchdarkly.sdk_keys.list_by_project` Get all project SDK keys read
- `launchdarkly.sdk_keys.delete` Delete SDK key destructive
- `launchdarkly.sdk_keys.update` Update SDK key write

**Segments 6**

- `launchdarkly.segments.create` Create segment write
- `launchdarkly.segments.get` Get segment read
- `launchdarkly.segments.list` List segments read
- `launchdarkly.segments.semantic_patch` Patch segment (semantic patch) write
- `launchdarkly.segments.delete` Delete segment destructive
- `launchdarkly.segments.update` Patch segment write

**Teams 6**

- `launchdarkly.teams.create` Create team write
- `launchdarkly.teams.get` Get team read
- `launchdarkly.teams.list` List teams read
- `launchdarkly.teams.update` Update team write
- `launchdarkly.teams.bulk_update` Update teams write
- `launchdarkly.teams.delete` Delete team destructive

**Tokens 6**

- `launchdarkly.tokens.create` Create access token write
- `launchdarkly.tokens.delete` Delete access token destructive
- `launchdarkly.tokens.get` Get access token read
- `launchdarkly.tokens.list` List access tokens read
- `launchdarkly.tokens.reset` Reset access token (legacy) write
- `launchdarkly.tokens.update` Patch access token write

**Agent graphs 5**

- `launchdarkly.agent_graphs.create` Create new agent graph write
- `launchdarkly.agent_graphs.get` Get agent graph read
- `launchdarkly.agent_graphs.list` List agent graphs read
- `launchdarkly.agent_graphs.update` Update agent graph write
- `launchdarkly.agent_graphs.delete` Delete agent graph destructive

**Agent optimization results 5**

- `launchdarkly.agent_optimization_results.create` Create agent optimization result write
- `launchdarkly.agent_optimization_results.list` List latest agent optimization result per run read
- `launchdarkly.agent_optimization_results.list_all` List all agent optimization results across versions read
- `launchdarkly.agent_optimization_results.list_by_run` List agent optimization results for a run read
- `launchdarkly.agent_optimization_results.update` Update an agent optimization result write

**Agent optimizations 5**

- `launchdarkly.agent_optimizations.create` Create agent optimization write
- `launchdarkly.agent_optimizations.get` Get an agent optimization read
- `launchdarkly.agent_optimizations.list` List agent optimizations read
- `launchdarkly.agent_optimizations.update` Update an agent optimization write
- `launchdarkly.agent_optimizations.delete` Delete an agent optimization destructive

**Agent skills 5**

- `launchdarkly.agent_skills.create` Create an agent skill write
- `launchdarkly.agent_skills.get` Get an agent skill read
- `launchdarkly.agent_skills.list` List agent skills read
- `launchdarkly.agent_skills.update` Update an agent skill write
- `launchdarkly.agent_skills.delete` Delete an agent skill destructive

**AI configs 5**

- `launchdarkly.ai_configs.create` Create new AI Config write
- `launchdarkly.ai_configs.get` Get AI Config read
- `launchdarkly.ai_configs.list` List AI Configs read
- `launchdarkly.ai_configs.update` Update AI Config write
- `launchdarkly.ai_configs.delete` Delete AI Config destructive

**AI tools 5**

- `launchdarkly.ai_tools.create` Create an AI tool write
- `launchdarkly.ai_tools.get` Get AI tool read
- `launchdarkly.ai_tools.list` List AI tools read
- `launchdarkly.ai_tools.update` Update AI tool write
- `launchdarkly.ai_tools.delete` Delete AI tool destructive

**Big segment store integrations 5**

- `launchdarkly.big_segment_store_integrations.create` Create big segment store integration write
- `launchdarkly.big_segment_store_integrations.get` Get big segment store integration by ID read
- `launchdarkly.big_segment_store_integrations.list` List all big segment store integrations read
- `launchdarkly.big_segment_store_integrations.update` Update big segment store integration write
- `launchdarkly.big_segment_store_integrations.delete` Delete big segment store integration destructive

**Code ref repositories 5**

- `launchdarkly.code_ref_repositories.create` Create repository write
- `launchdarkly.code_ref_repositories.get` Get repository read
- `launchdarkly.code_ref_repositories.list` List repositories read
- `launchdarkly.code_ref_repositories.update` Update repository write
- `launchdarkly.code_ref_repositories.delete` Delete repository destructive

**Custom roles 5**

- `launchdarkly.custom_roles.create` Create custom role write
- `launchdarkly.custom_roles.get` Get custom role read
- `launchdarkly.custom_roles.list` List custom roles read
- `launchdarkly.custom_roles.update` Update custom role write
- `launchdarkly.custom_roles.delete` Delete custom role destructive

**Destinations 5**

- `launchdarkly.destinations.create` Create Data Export destination write
- `launchdarkly.destinations.get` Get destination read
- `launchdarkly.destinations.list` List destinations read
- `launchdarkly.destinations.update` Update Data Export destination write
- `launchdarkly.destinations.delete` Delete Data Export destination destructive

**Experiments 5**

- `launchdarkly.experiments.create` Create experiment write
- `launchdarkly.experiments.get` Get experiment read
- `launchdarkly.experiments.list` Get experiments read
- `launchdarkly.experiments.update` Patch experiment write
- `launchdarkly.experiments.list_any_environment` Get experiments any environment read

**Flag scheduled changes 5**

- `launchdarkly.flag_scheduled_changes.create` Create scheduled changes workflow write
- `launchdarkly.flag_scheduled_changes.get` Get a scheduled change read
- `launchdarkly.flag_scheduled_changes.list` List scheduled changes read
- `launchdarkly.flag_scheduled_changes.update` Update scheduled changes workflow write
- `launchdarkly.flag_scheduled_changes.delete` Delete scheduled changes workflow destructive

**Flag triggers 5**

- `launchdarkly.flag_triggers.create` Create flag trigger write
- `launchdarkly.flag_triggers.get` Get flag trigger by ID read
- `launchdarkly.flag_triggers.list` List flag triggers read
- `launchdarkly.flag_triggers.update` Update flag trigger write
- `launchdarkly.flag_triggers.delete` Delete flag trigger destructive

**Holdouts 5**

- `launchdarkly.holdouts.create` Create holdout write
- `launchdarkly.holdouts.get` Get holdout read
- `launchdarkly.holdouts.get_by_id` Get Holdout by Id read
- `launchdarkly.holdouts.list` Get all holdouts read
- `launchdarkly.holdouts.update` Patch holdout write

**Insights charts 5**

- `launchdarkly.insights_charts.deployment_frequency` Get deployment frequency chart data read
- `launchdarkly.insights_charts.flag_status` Get flag status chart data read
- `launchdarkly.insights_charts.lead_time` Get lead time chart data read
- `launchdarkly.insights_charts.release_frequency` Get release frequency chart data read
- `launchdarkly.insights_charts.stale_flags` Get stale flags chart data read

**Insights groups 5**

- `launchdarkly.insights_groups.create` Create insight group write
- `launchdarkly.insights_groups.get` Get insight group read
- `launchdarkly.insights_groups.list` List insight groups read
- `launchdarkly.insights_groups.update` Patch insight group write
- `launchdarkly.insights_groups.delete` Delete insight group destructive

Integration configurations **5** Integration subscriptions **5** Metric groups **5** Metrics **5** Model configs **5** Oauth clients **5** Projects **5** Prompt snippets **5** Release pipelines **5** Views **5** Warehouse destinations **5** Webhooks **5** AI config variations **4** Announcements **4** Applications **4** Code ref branches **4** Flag followers **4** Flag links **4** Flag releases **4** Flag workflows **4** Application versions **3** Audit log entries **3** Feature flag statuses **3** Insights deployments **3** Ip allowlist entries **3** Layers **3** Project flag defaults **3** User flag settings **3** Users **3** View linked resources **3** Workflow templates **3** Agent optimization runs **2** AI config metrics **2** AI config targeting **2** AI restricted models **2** Approval request settings **2** Big segment exports **2** Code ref extinctions **2** Code ref statistics **2** Context attributes **2** Context kinds **2** Contexts **2** Dependent flags **2** Experimentation settings **2** Flag expiring context targets **2** Flag expiring user targets **2** Insights repository projects **2** Ip allowlist **2** Segment expiring context targets **2** Segment expiring user targets **2** User expiring flags **2** Agent skill references **1** Agent skill versions **1** AI config quick stats **1** AI runs usage **1** AI tool references **1** AI tool versions **1** API versions **1** Audit log entry counts **1** Big segment context targets **1** Big segment imports **1** Big segment user targets **1** Caller identity **1** Context flag settings **1** Context instance segment memberships **1** Context instances **1** Contexts clientside usage **1** Contexts serverside usage **1** Contexts total usage **1** Data export events usage **1** Data export project rankings **1** Evaluations usage **1** Events usage **1** Experiment iterations **1** Experimentation events usage **1** Experimentation keys usage **1** Flag release phases **1** Insights deployment events **1** Insights flag events **1** Insights pull requests **1** Insights repositories **1** Insights scores **1** Linked views **1** Mau clientside usage **1** Mau SDKS by types **1** Mau total usage **1** Mau usage **1** Mau usage by categories **1** Member teams **1** Migration safety issues **1** Model config versions **1** Observability errors usage **1** Observability logs usage **1** Observability metrics usage **1** Observability sessions usage **1** Observability traces usage **1** Openapi spec **1** Prompt snippet references **1** Prompt snippet versions **1** Public ip list **1** Release pipeline progressions **1** Root **1** SDK all versions **1** SDK key views **1** SDK versions details **1** Segment context memberships **1** Segment user memberships **1** Service connections usage **1** Stream usage **1** Stream usage by SDK versions **1** Stream usage sdkversions **1** Tags **1** Team maintainers **1** Team roles **1** Vega AI usage **1** Warehouse export usage **1**

This index shows a sample of each area. All 401 actions, with their inputs and prices, are in the [catalogue](https://actionlake.com/console/catalogue), which a free sandbox key can search.

Questions

## The LaunchDarkly MCP server, answered.

**Is there a LaunchDarkly MCP server for Claude?**

Yes. actionlake is an MCP gateway: a remote MCP server that gives Claude, or another MCP client, 401 LaunchDarkly actions across flag approval requests, adaptive triggers, approval requests and environments, through the same eight tools it uses for every other connector. actionlake is independent; it is not made or endorsed by LaunchDarkly.

**What do I need to connect LaunchDarkly?**

LaunchDarkly API access token (personal or service token). Plus your host. The free call account { op: "connections.requirements", service: "launchdarkly" } lists exactly what to paste.

**Can an AI agent delete or change things in LaunchDarkly?**

Only if its key allows it, and only with an explicit confirmation. 52 LaunchDarkly actions are destructive, including delete account member, delete team and delete custom role. Each runs only with confirm: true. Under the human confirm policy, or an approval rule on the key, the run waits until a named person approves it.

**Will an AI agent use up my LaunchDarkly API limit?**

actionlake paces every call to the limits in the LaunchDarkly service file: 10 calls a second per connection. Repeated reads are answered from cache (168 LaunchDarkly actions can be), which never reaches LaunchDarkly.

**What does a LaunchDarkly action cost?**

One upstream call, the only unit actionlake bills. A list that pages bills one call per page (401 LaunchDarkly actions page). Cache hits, searches, dry runs and calls LaunchDarkly refused with 401, 403, 429 or a 5xx are free. The Free plan includes 100,000 calls a month with no card. Paid plans start at US$49 a month for 250,000 calls, with overage from US$0.30 down to US$0.18 per 1,000.

**Which LaunchDarkly API does it cover?**

The LaunchDarkly REST API v2 (OpenAPI 3.0.3) at app.launchdarkly.com by default, or the base URL set when you connect. It is built from LaunchDarkly's documentation as read on 22 October 2026. 401 actions in 146 areas, each one in the signed service file (version 1.0.0).

**Does actionlake keep my LaunchDarkly data, and where?**

actionlake processes and stores data in Sydney, Australia; there is no US region yet. Reads may be cached for up to 5 minutes, and a write clears the reads it affects. Each run's request and response is kept, sealed, for your plan's trace window: 1 day on Free, 3 days on Starter, 7 days on Pro, 14 days on Team, 30 days on Business and 30 days on Enterprise. Your LaunchDarkly credential is sealed under your tenant's key, never logged and never returned. Your traffic is not used to train models.

**Which AI clients can use it?**

Claude Code, tested by us end to end, and the Claude app as a custom connector, tested by us with an existing key. Other MCP clients that support remote servers over Streamable HTTP (MCP revisions 2025-06-18 and 2025-11-25) and OAuth dynamic client registration, or a bearer header, should connect the same way; we have not tested them. Or plain REST, under the same action names.

## More connectors like LaunchDarkly

Shares the most action names with

- [Harness Platform 27](https://actionlake.com/connectors/harness-platform)
- [Statsig 26](https://actionlake.com/connectors/statsig)
- [Sourcegraph 24](https://actionlake.com/connectors/sourcegraph)
- [Optimizely Feature Experimentation 22](https://actionlake.com/connectors/optimizely-feature-experimentation)
- [Harbor 19](https://actionlake.com/connectors/harbor)
- [env zero (env0) 16](https://actionlake.com/connectors/env-zero-env0)

Joins with, on shared entities

- [HaloPSA 4](https://actionlake.com/connectors/halopsa)
- [Workato 4](https://actionlake.com/connectors/workato)
- [SonarQube Cloud 4](https://actionlake.com/connectors/sonarqube-cloud)
- [JFrog Artifactory 4](https://actionlake.com/connectors/jfrog-artifactory)
- [Sentry 4](https://actionlake.com/connectors/sentry)
- [Microsoft 365 Users 3](https://actionlake.com/connectors/microsoft-365-users)

Browse

- [All Developer & infrastructure connectors](https://actionlake.com/connectors/category/developer-and-infrastructure)
- [All connectors](https://actionlake.com/connectors)
- [How actionlake compares](https://actionlake.com/compare)

actionlake is independent. It is not made or endorsed by LaunchDarkly; the name is the vendor's own. Counts are from the LaunchDarkly service file, version 1.0.0.

## Give your agent LaunchDarkly today.

[Connect LaunchDarkly free](https://actionlake.com/console?start=sandbox) [See pricing](https://actionlake.com/pricing)

Start free - 100,000 calls/month, no card. No signup. Hard caps on every key. Cached answers are free.

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Source: https://actionlake.com/connectors/launchdarkly
More: https://actionlake.com/llms.txt