PostHog
Official MCP4.5/5Excellent
Best-in-class: official server, real write actions (flags, insights), free tier, and docs published as llms.txt.
Reach4.5
Cost5
Control3
Trust5
FreeCore writeHeadless
Product Analytics MCP Servers (7)
Source: anyCan do: anythingAuth: anyScore: anySort: Best overall
Statsig
Official MCP4/5Good
Write access here means flipping feature gates — genuinely useful for agents shipping code, and genuinely worth scoping the key for.
Reach4.5
Cost5
Control3
Trust4
FreeCore writeHeadless
LogRocket
Official MCP4/5Good
Read-only, which is right for session data — the value is giving an agent the replay context behind a bug report.
Reach3.5
Cost5
Control3.5
Trust4.5
FreeRead onlyHeadless
Amplitude
Official MCP4/5Good
Official OAuth server with the cleanest auth story in analytics, but analysis-only — agents read charts, they don't change instrumentation.
Reach3.5
Cost5
Control3
Trust4.5
FreeRead only
Mixpanel
Official MCP4/5Good
Solid official read-only server — good for analysis sessions, not for changing tracking.
Reach3.5
Cost5
Control3
Trust4.5
FreeRead only
Pendo
Official MCP3.5/5Good
Official server exists, but it sits behind an enterprise contract — fine if you already pay for Pendo, not a starting point.
Reach3.5
Cost2.5
Control3.5
Trust4.5
Paid planRead onlyHeadless
Google Analytics 4
Official MCP3/5Workable
Biggest install base, worst setup: official but experimental, local-only, read-only, and gated behind Google Cloud auth.
Reach3
Cost5
Control1.5
Trust4
FreeRead only