Claude Enterprise analytics: adoption, token usage, cost, skills, connectors (BYOK)
Read Claude Enterprise organization analytics (daily active users, token usage, cost over time, skill and connector usage) with your own analytics API key
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OpenAPIRead your data6 tools
LaunchDarkly Engineering Insights (BYOK)
Read your LaunchDarkly engineering insights (beta): deployments, flag events, insight scores and groups, and deployment frequency, with your own API access token
Unify Dynamics LLC
Tools6read-only
Sign-inBYOKbring your own key
Key keptNeverused for one call only
PriceFreeoptional Pro limits
ProviderLaunchDarkly Engineering Insightsunofficial, not affiliated
Works withMCP · RESTany agent
Try asking
Real questions, and the tools your agent calls to answer them.
What did we deploy to production in the last week according to LaunchDarkly?
Tools called
list_deploymentsWhich flag changes happened in production this week, and how big was the impact?
Tools called
list_flag_eventsWhat are our LaunchDarkly engineering insight scores?
Tools called
get_insight_scoresWhich engineering insight groups do we have in LaunchDarkly?
Tools called
list_insight_groupsWhich repositories feed LaunchDarkly engineering insights?
Tools called
list_insight_repositoriesHow often do we deploy to production per LaunchDarkly insights?
Tools called
get_deployment_frequency_chartAbout
LaunchDarkly Engineering Insights (BYOK) lets an AI assistant read your own LaunchDarkly Engineering Insights data through the LaunchDarkly Engineering Insights API with a key you supply (LaunchDarkly API access token (a Reader role token is enough; commercial site, not EU or federal)). Read-only: 6 tools (list_deployments, list_flag_events, get_insight_scores, list_insight_groups, list_insight_repositories, get_deployment_frequency_chart). The BYOK key travels with each request, is used for that one call only and is never stored, logged or cached; it is only ever sent to app.launchdarkly.com. Unofficial connector by Unify Dynamics LLC: not affiliated with, endorsed by or sponsored by LaunchDarkly Engineering Insights. LaunchDarkly Engineering Insights and its logos are trademarks of their owners and are used only to say which service the connector works with.
Sources: Live from the LaunchDarkly Engineering Insights API (app.launchdarkly.com) with a BYOK key; documentation: https://launchdarkly.com/docs/api/insights-deployments-beta. Endpoints checked against that documentation on 2026-10-16.
Privacy
The publisher, Unify Dynamics LLC, states that tool inputs are processed in memory and not retained.
Data not collectedNo account, no profile, no stored prompts or results.
What it can do
6 tools, grouped by job. Every one is read-only or compute-only.
- List deploymentsList deployments reported to engineering insights with application, version, status, kind, duration, contributor and pull request counts, lines…
- List flag eventsList flag change events from engineering insights (flag, event type, time, description) with optional filters by flag, impact size and experiments.
- Get insight scoresShow engineering insight scores (overall, deployment frequency, failure rate, lead time, flag health and more) for the current and previous period.
- List insight groupsList the insight groups (project, environment and application sets you collect insights for) with key, name and creation time; scores can be expanded.
- List insight repositoriesList the repositories connected to engineering insights with type, URL and main branch.
- Get deployment frequency chartGet deployment frequency chart data (summary metadata and series of counts per bucket), optionally grouped by application or kind.
Information
PublisherUnify Dynamics LLC
CategoryDeveloper tools
LanguagesEnglish
Built forWorldwide
CompatibilityAny MCP client · any agent · REST
Version0.1.0
MCP endpoint
https://byok-launchdarkly-insights.connectorbay.com/mcpREST APIopenapi.json
CountryWorldwide
FunctionOther
LayerDeep connectors
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