A Validated Data & Analytics Tool for Your AI

Product analytics, feature flags, experiments and error tracking. 27+ tools. Broadest analytics MCP in 2026.

SETUP TIME

15 min

SKILL LEVEL

intermediate

COST TO RUN

Free if you self-host PostHog. If using PostHog Cloud, no additional MCP cost — charges are based on your existing PostHog plan (free tier covers typical product use).

SAFETY SCORE

81/100

A DAY WITH THIS

You're reviewing a sudden drop in signup completion rates. Claude queries PostHog through the MCP, pulls conversion funnel data from the last 6 hours, identifies that users abandon at the payment step, and checks whether last week's feature flag rollout touched that flow. All without leaving the conversation.

TRY THIS FIRST

Show me today's top errors
████████████████████████████████
████████████████████

STACKS WELL WITH

████████ · ████████ · ████████

SUBSCRIBERS ONLY

The exact prompts, config and setup instructions are available to Followloop subscribers.

START FOR $5 →

Pay $5 · Cancel anytime

ACCESS THIS TOOL

Get access to this tool and 700+ other safety-validated resources through Followloop.

START FOR $5 →

Pay $5 · Cancel anytime

FOR INTERMEDIATES

Requires a PostHog instance and API key setup, plus familiarity with your product's event schema and funnel structure to ask effective questions

SAFETY STATUS

Safety score81/100

✓URL reputation checked

✓Prompt injection screened

✓Malicious code scan

✓Re-scanned every 6h

MORE IN DATA & ANALYTICS

Every tool in Followloop is screened like this one.

Claude will eat your time. Followloop gives it back, with interest.

START FOR $5 →