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indie-metrics-mcp

indie-metrics-mcp

by inzention-team
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Python
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    Shareable, User-Owned Context BackendPeople, applications, and agents read, write, and coordinate together in one context lake. Reach it over MCP, a CLI, a Python SDK, or REST.fulcradynamics.comAd

    TDQS

    A3.5/5.0

    Scored across 5 tools

    Disambiguation4/5

    Each tool maps to a distinct metric/data source: App Store downloads, App Store proceeds, RevenueCat subscriptions, RevenueCat project listing, and PostHog events. The only mild overlap is downloads vs proceeds, which share the same parameter shape and source, but the descriptions make the metric difference explicit. revenuecat_projects is clearly a helper for subscribers, which is stated in both descriptions.

    Naming Consistency4/5

    All names are lowercase snake_case nouns, which is consistent and readable. The minor deviation is that one tool carries a vendor prefix (revenuecat_projects) while the sibling RevenueCat tool (subscribers) and the other source-specific tools (downloads, proceeds, events) do not, so the source-to-name mapping is slightly uneven.

    Tool Count5/5

    Five tools is well-scoped for a compact cross-source metrics server: one per metric plus a project-discovery helper. No redundant or trivial tools, and each has a clear job.

    Completeness3/5

    Coverage spans three sources but is thin within each: App Store lacks ratings/reviews/refunds, RevenueCat lacks a revenue breakdown or churn detail beyond the summary, and PostHog has only event counts. A notable asymmetry is that RevenueCat has a project-discovery tool (revenuecat_projects) but PostHog's events requires a numeric project id with no tool to list PostHog projects, creating a dead end for agents that don't already know the id.

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