What data can I query from PostHog via ChatGPT?

Events and properties, cohorts, feature flags, experiments, funnels, trends, retention, and session recording metadata. Access respects your project permissions and API token scope.

How do I set up the PostHog connector in Ravenala MCP?

Install the Ravenala MCP client, add your PostHog API key, project ID, and (if self-hosted) your PostHog base URL, then enable the connector. After reloading ChatGPT with MCP, test it by asking for a simple metric like daily active users.

What is the PostHog MCP connector for ChatGPT?

It connects ChatGPT to your PostHog project via the Model Context Protocol (MCP). You can ask natural-language questions to retrieve events, funnels, cohorts, feature flags, and experiment results, and get summarized answers in chat.

Is the integration secure for sensitive analytics data?

Yes. Communication uses HTTPS, API keys are stored by the MCP client, and you control which projects and scopes are exposed. Use least-privilege tokens and rotate keys per your security policy.

Can ChatGPT create PostHog reports from a prompt?

Yes. Describe the report you want (e.g., weekly growth, funnel by segment, experiment summary), and the connector will fetch data and return a structured summary, with tables or charts where supported.

Does this work with Plus, Team, and Enterprise plans?

It works with ChatGPT plans that allow custom MCP integrations. GPT-4 class models are recommended for best analysis quality.

How can it help analyze A/B tests and experiments?

Ask for variant performance, lift, confidence, and segment breakdowns. The connector will pull experiment results from PostHog and explain significance and practical impact in plain language.

Can I automate weekly metrics or alerts with ChatGPT?

Yes. Use the MCP client or a scheduler to run recurring prompts that fetch KPIs and post summaries to Slack or email. You can set thresholds to notify you about unusual changes.

What's the difference between PostHog AI and MCP?

PostHog AI surfaces insights inside PostHog. The MCP connector brings your PostHog data into ChatGPT so you can combine it with other context, ask follow-ups, and automate workflows across tools.

Can it analyze user behavior, funnels, and cohorts?

Yes. You can request conversion rates by step, top paths, retention by cohort, and comparisons across user segments to understand behavior and feature adoption.

Connect PostHog to ChatGPT (OpenAI) to unlock the power of AI automation

PostHog MCP tools

Use PostHog tools through chat to streamline your workflows.

PostHog connector for other AI models (LLMs)

Ravenala support other LLMs to connect with PostHog.

Grok

By xAI

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DeepSeek Chat

By DeepSeek

Llama

By Meta

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Connect PostHog to ChatGPT (OpenAI) to unlock the power of AI automation

PostHog MCP 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