How does PostHog MCP connector work with different LLMs?

The PostHog MCP connector uses standardized protocols to work seamlessly with any LLM through Ravenala. Whether you prefer ChatGPT, Claude, or other models, the integration provides consistent functionality without requiring separate configurations for each AI platform.

Can I access all PostHog features through the chat interface?

Yes, the PostHog AI integration supports comprehensive feature access including events tracking, user analytics, funnel analysis, cohort studies, A/B testing results, and custom dashboards. Complex queries that typically require HogQL knowledge become simple conversational requests.

Is my PostHog data secure when using the MCP connector?

Absolutely. The connector uses PostHog's official OAuth authentication and maintains enterprise-grade security standards. Your data never leaves PostHog's infrastructure; the integration only facilitates secure API calls based on your existing permissions and access controls.

How do I troubleshoot PostHog MCP connection issues?

Common fixes include verifying your PostHog API permissions, checking organization access rights, and ensuring your PostHog instance URL is correct. The connector provides detailed error messages, and reconnecting through the authentication flow resolves most connectivity issues.

Can I create PostHog dashboards through chat commands?

Yes, you can request custom dashboard creation by describing your visualization needs. The AI generates appropriate charts, sets up filters, and can save dashboards to your PostHog workspace, making dashboard creation as simple as explaining your analytical requirements.

Does PostHog Connector support real-time data queries?

The connector accesses PostHog's real-time capabilities, providing up-to-date analytics insights through chat. You can query recent user activities, live conversion rates, and current user sessions, making it perfect for monitoring ongoing campaigns and immediate decision-making.

What PostHog plans work with the MCP integration?

The PostHog MCP connector works with all PostHog plans including the free tier, paid subscriptions, and enterprise deployments. Features available through chat correspond to your PostHog plan's capabilities and your account's specific permissions and data access levels.

How does PostHog AI handle complex analytical queries?

The AI understands PostHog's data structure and translates natural language into optimized HogQL queries automatically. It handles complex operations like multi-step funnels, cohort analysis, and correlation studies while providing explanations of the results in accessible language.

Can I export PostHog data through the chat interface?

Yes, you can request data exports in various formats including CSV, JSON, and formatted reports. Simply ask for specific datasets or analysis results, and the connector generates downloadable files while respecting your PostHog account's export permissions.

How do I set up PostHog event tracking through MCP?

You can configure event tracking by describing your requirements in chat. The AI helps generate tracking code, set up custom events, and configure properties. It provides implementation guidance while ensuring tracking setup follows PostHog best practices for your specific use case.

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Your guide for PostHog

Overview

Transform your PostHog analytics workflow with Ravenala's PostHog MCP connector, the game-changing solution that brings your product analytics directly into natural conversation. Skip the dashboard juggling and query complexity: simply ask questions about your user behavior, conversion funnels, and feature adoption in plain English. Our universal LLM compatibility means whether you're team ChatGPT, Claude, or any other AI model, PostHog integration works seamlessly across your entire tech stack.

Stop wrestling with complex SQL queries and multiple browser tabs when analyzing user data. Ravenala's PostHog AI integration eliminates the traditional barriers between you and your analytics insights, making data exploration as simple as having a conversation. From tracking user journeys to analyzing A/B test results, everything happens through intuitive chat commands that understand context and deliver actionable insights instantly.

How to connect PostHog MCP

Getting started with PostHog MCP takes just minutes: click the Connect button in Ravenala's top right corner, authenticate with your PostHog credentials through the secure OAuth flow, and you're instantly ready to chat with your analytics data. The setup handles all the technical complexity behind the scenes, so you can focus on getting insights rather than configuring APIs.

Once connected, start a new chat and begin exploring your PostHog data naturally. Ask about user retention, conversion rates, or feature usage patterns using everyday language. The AI understands your PostHog schema and translates your questions into precise queries, delivering formatted results with visualizations and actionable recommendations.

PostHog

Tools

add-dashboard-collaborators-with-access-levelAdd collaborators to a specific project dashboard.

add-dashboard-collaborators-with-access-level

add-member-to-organization-roleAdd a member to an organization role by submitting their details and uuid in json/form, using organization and role ids.

add-member-to-organization-role

add-project-specific-member-rolesAdd members with specific roles to a project by providing their user uuid and level (member or admin).

add-project-specific-member-roles

assign-feature-flag-role-based-accessSet up role-based access for a feature flag using `project id` and `feature flag id`.

assign-feature-flag-role-based-access

bookmark-project-activity-notificationCreate a bookmark for an activity notification in a project's activity log.

bookmark-project-activity-notification

bulk-create-organization-invitesPost /API/organizations/{organization id}/invites/bulk/: bulk-create organization invites with customizable levels, sender details, and validation checks.

bulk-create-organization-invites

cancel-insights-for-a-projectThe "/API/projects/{project id}/insights/cancel/" endpoint allows users to cancel insights for a project by providing a project id and insight details in json or csv, and confirms cancellation in the response.

cancel-insights-for-a-project

check-pipeline-destination-updatesGet the newest updates and plugin info for a pipeline destination by organization and destination id via get request to /API/.

check-pipeline-destination-updates

check-pipeline-import-app-updatesRetrieve the latest update information for a specific pipeline import app by its id within an organization.

check-pipeline-import-app-updates

check-pipeline-plugin-update-statusGet update status for a specific pipeline transformation plugin by its unique id within an organization.

check-pipeline-plugin-update-status

check-project-s-demo-data-generation-statusProjects for the current organization.

check-project-s-demo-data-generation-status

cohort-duplication-to-staticThis endpoint duplicates a specified cohort as a static one within a project.

cohort-duplication-to-static

create-a-notebook-in-a-projectThe API for interacting with notebooks.

create-a-notebook-in-a-project

create-custom-project-insightsThe post endpoint enables creating insights for projects using a project id and supports json/csv.

create-custom-project-insights

create-dashboard-from-template-in-projectCreate a new dashboard for a specified project from a template.

create-dashboard-from-template-in-project

create-domain-with-saml-for-organizationCreate a domain for a specific organization by post to `/API/organizations/{id}/domains` with json/form data.

create-domain-with-saml-for-organization

create-experiment-exposure-cohortCreate a new exposure cohort for an experiment in a project by sending a post request with experiment details and feature flag data.

create-experiment-exposure-cohort

create-feature-flag-dashboardManage feature flags by creating, reading, updating, and deleting them.

create-feature-flag-dashboard

create-feature-flags-for-projectManage feature flags by creating, reading, updating, and deleting them using PostHog's javascript library or API endpoint.

create-feature-flags-for-project

create-frontend-app-pipeline-configCreate a config for pipeline frontend apps within a specified project.

create-frontend-app-pipeline-config

create-funnel-analysis-for-project-personsThis endpoint handles reading and deleting persons.

create-funnel-analysis-for-project-persons

create-new-organization-with-configurable-accessPost /API/organizations/ - create a new organization with details like name, membership level, and features access.

create-new-organization-with-configurable-access

create-new-project-experimentCreate a new experiment in a specific project using json, form, or multipart data.

create-new-project-experiment

create-organization-invite-with-role-and-emailSend invites with roles (member, admin, owner) via email to join an organization by id.

create-organization-invite-with-role-and-email

create-organization-role-with-feature-flag-levelsCreate a new role for the specified organization by supplying role details.

create-organization-role-with-feature-flag-levels

create-org-proxy-record-with-domain-and-statusCreate a proxy record for an org by sending org id in url and json/form/multipart data with domain, target cname, and status.

create-org-proxy-record-with-domain-and-status

create-person-funnel-correlationThis endpoint is for reading and deleting persons.

create-person-funnel-correlation

create-person-path-with-format-optionThis API endpoint is for reading and deleting users.

create-person-path-with-format-option

create-pipeline-destination-configCreate pipeline destination configurations for a specific project by submitting plugin and order details, among other configuration info, with required project id.

create-pipeline-destination-config

create-pipeline-destination-config-jobCreate a job for a pipeline destination config with a specific id within the specified project.

create-pipeline-destination-config-job

create-pipeline-import-apps-config-jobA job imports app settings into a project pipeline using project id and plugin config id, accepting json/form/multipart, and specifies plugin details, enabling status, and order for pipeline import apps configs.

create-pipeline-import-apps-config-job

create-plugin-job-configurationCreate a job-related configuration for a specific plugin by providing plugin and project ids.

create-plugin-job-configuration

create-project-action-with-formatThis post endpoint creates actions for a project, accepts various data types, requires project id and action data, optionally outputs in csv/json, and needs personalAPIkeyauth, returning a 201 with action details.

create-project-action-with-format

create-project-cohortsCreate cohorts for a specified project by posting json-form data to "/API/projects/{project id}/cohorts/".

create-project-cohorts

create-project-dashboardThe post endpoint creates a dashboard within a project using a `project id`, accepting details in json/form formats.

create-project-dashboard

create-project-insights-with-format-optionCreate project insights with optional csv/json format parameter.

create-project-insights-with-format-option

create-project-pipeline-app-configsCreate pipeline app configurations for a specified project via post, requiring a project id and json, form, or multipart payload.

create-project-pipeline-app-configs

create-project-pipeline-frontend-app-jobCreate a job for a pipeline frontend app config in a project.

create-project-pipeline-frontend-app-job

create-project-pipeline-transformation-configCreate a pipeline transformation config within a specific project by posting json, form, or multipart data.

create-project-pipeline-transformation-config