Clamp Analytics MCP

Analyze and manage traffic, funnels, cohorts, revenue, errors

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Documentation

What your agent can do.

The analytics work behind real product decisions — powered by Clamp’s MCP and available from your editor or dashboard.

  • Traffic & breakdowns

    visitors, sources, geography, devices, live traffic.

  • Search & SEO

    search queries, landing pages, and which organic traffic actually converts.

  • Funnels & cohorts

    funnel conversion, behavioral cohorts, cohort comparison.

  • Revenue & attribution

    MRR, ARR, LTV, AOV by plan and product; MRR-on-MRR cohort retention with NRR; first-touch channel attribution.

  • Errors & alerts

    errors, regressions, monitoring.

  • Sessions & journeys

    paths, user history, touchpoints.

  • Custom events

    event volumes, properties, what's actually firing.

Each capability is backed by MCP tools your agent calls directly.

The analytical methods behind the answer.

Most MCP tools expose APIs. Clamp also ships analytical skills — diagnostic methods your agent uses to investigate changes, interpret metrics, analyze funnels, and avoid common analytics mistakes.

  • Business calibration

    Every answer tuned to your model, ICP, traffic range, and stack — not generic SaaS averages. How the profile is built →

  • Diagnostic method

    Frame the question, build the hypothesis tree, triangulate evidence before answering. Investigation, not improvisation.

  • Traffic diagnosis

    Diagnose traffic changes by fingerprint — bot spikes, deploy drops, campaign ramps, SEO decay — before blaming the channel.

  • Channel & funnel quality

    Read channels across volume × engagement × conversion. Catch the mix-shift trap and vanity traffic.

  • Metric interpretation

    Realistic ranges by business — bounce, CVR, churn, LTV:CAC — plus when each metric lies and the sample needed to trust it.

  • Event schema authoring

    Authors a typed event schema from your existing track() calls. Typos never reach production.

Live analytics in your editor, in under a minute.

Pick your client, click install from the Clamp Analytics dashboard, and start asking analytics questions where you already work.

Don’t see your editor? Any MCP-compliant client works, including ChatGPT Business and Enterprise via Apps mode — see install docs →

Your agent is the new analytics interface.

Free up to 100K events. No credit card. Connect from your dashboard and start asking analytics questions where you already work.