{"id":"posthog","name":"PostHog","category":"observability","summary":"Query product events and investigate user journeys.","description":"Connect an agent to PostHog MCP to query recorded activity, inspect errors and work with feature flags or experiments in an authorized project.","url":"https://aiagentstore.ai/services-for-ai-agents/posthog","website":"https://posthog.com?utm_source=aiagentstore.ai","docs":"https://posthog.com/docs/model-context-protocol?utm_source=aiagentstore.ai","interfaces":["mcp"],"capabilities":["analytics","metrics"],"humanSetup":"Create or select a PostHog project, instrument the events needed for your question, and authorize the agent connection to the appropriate account.","authentication":"The hosted MCP endpoint uses account authentication and routes to the account’s US or EU data region. Confirm the active project before querying.","billing":"MCP connection and ordinary tool calls are free; underlying products have allowances and usage pricing. AI-powered tools can incur PostHog AI spend and require AI data processing to be enabled.","firstTask":"Count a known event in a fixed time window and compare the result with the same project’s dashboard.","limitations":"The connection can expose reads and writes. Restrict unattended analysis to approved operations; changing flags or experiments can affect users. Missing events cannot be recovered by querying.","readiness":"autonomous-after-setup","paymentMode":"provider-account","agentPayments":"not-verified","verifiedAt":"2026-10-16","verification":"Official documentation reviewed; account onboarding and paid execution not independently tested.","sources":["https://posthog.com/docs/model-context-protocol?utm_source=aiagentstore.ai","https://posthog.com/pricing?utm_source=aiagentstore.ai"],"siteGuide":{"title":"Make the metric definition part of the answer","summary":"Recorded user activity and its maintained analytical store are external evidence. An agent can draft a query but cannot reconstruct events that were never collected.","url":"https://aiagentstore.ai/services-for-ai-agents/posthog#integration-playbook","contentType":"text/html","requiresBrowser":false,"includes":["selection rationale","suggested workflow","acceptance checks","failure recovery","related services"],"basis":"Original AI Agent Store editorial guidance; not an execution benchmark."},"categoryUrl":"https://aiagentstore.ai/services-for-ai-agents/category/observability","tagLinks":[{"id":"mcp","url":"https://aiagentstore.ai/services-for-ai-agents/tag/mcp"},{"id":"analytics","url":"https://aiagentstore.ai/services-for-ai-agents/tag/analytics"},{"id":"metrics","url":"https://aiagentstore.ai/services-for-ai-agents/tag/metrics"}]}