Paperclip’s Mixpanel MCP connector gives your AI agents tools to inspect events and run product analytics queries. Each tool can be Allowed, Ask first or Off.
Reach follows the authorizing account’s Mixpanel project permissions. Region follows that account; Paperclip has no separate region selector.
What agents can do with Mixpanel
- Choose a project and inspect its events
Get-Projects·Get-Events - Build a query from its schema
Get-Query-Schema·Run-Query - Inspect events before querying them
Get-Events·Run-Query
How to connect Mixpanel
- In Paperclip, open Connectors and select Mixpanel.
- On the Access step, choose the identity and which agents may use the connection.
- Select Sign in with Mixpanel and complete browser sign-in, choosing the project when prompted.
Mixpanel tools for agents64
Write 64
Bulk-Edit-EventsEdit multiple events at once (up to 50) with uniform or per-event fields
Bulk-Edit-PropertiesEdit multiple properties at once (up to 50) with uniform or per-property fields
Create-CohortCreate a new cohort
Create-Custom-PropertyCreate a custom property
Create-DashboardCreate a new dashboard with text cards and reports
Create-ExperimentCreate a new experiment
Show all 64 Write tools
Write tools 7–56
Create-Feature-FlagCreate a new feature flag
Create-Lookup-TableCreate a new lookup table
Create-MetricCreate a saved metric (behavior or formula) for reuse across experiments
Create-TagCreate a new tag in Lexicon
Delete-CohortDelete an existing cohort
Delete-DashboardDelete a dashboard
Delete-TagRemove a tag from your project
Describe-Cohort-SchemaReturns documentation and reference information about the structure of cohort definitions
Dismiss-Duplicate-GroupDismiss a duplicate-group suggestion
Dismiss-IssuesBulk-dismiss data quality issues by event, property, or type
Display-QueryDisplay an interactive chart widget for a previously-run query
Duplicate-DashboardCreate a copy of an existing dashboard
Edit-EventUpdate event description, display name, tags, or visibility
Edit-PropertyUpdate property description, display name, hidden status, or PII classification
Explain-Experiment-Health-CheckExplain why an experiment’s health check is firing, or confirm it’s healthy
Find-Duplicate-GroupsFind groups of duplicate or near-duplicate names in a Mixpanel project for events and event properties
Get-Audit-LogQuery your organization’s audit history — who changed what, and when
Get-Business-ContextGet org- and project-specific business context, vocabulary, and query instructions
Get-CohortRetrieve a cohort’s metadata and definition by ID or name
Get-Custom-PropertyGet the definition and details of a custom property
Get-DashboardRetrieve a dashboard’s metadata, text cards, and reports
Get-EventsBrowse and search events in a project, optionally including full metadata
Get-ExperimentRetrieve experiment details, configuration, and results
Get-Experiment-Results-Interpretation-GuidanceGet best-practice guidance for interpreting experiment results
Get-Experiment-Setup-GuidanceGet best-practice guidance for designing an experiment
Get-Feature-FlagRetrieve feature flag details and targeting rules
Get-Feature-Flag-Lifecycle-GuidanceGet best-practice guidance for rollout, kill-switch, and cleanup of a feature flag
Get-Feature-Flag-Setup-GuidanceGet best-practice guidance for creating and configuring a feature flag
Get-IssuesGet data quality issues filtered by event, property, type, or date
Get-Lexicon-URLGet a direct link to an event or property in Lexicon
Get-Lookup-TableRead a lookup table’s schema, row count, and a preview of its rows by ID/name
Get-MetricGet the full definition of a saved metric
Get-ProjectsList your projects and workspaces
Get-Property-ValuesDiscover values for a specific property
Get-Query-SchemaGet the full JSON schema for building a query
Get-ReportRetrieve a saved report, optionally including results
Get-User-Replays-DataAnalyze a specific user’s replays alongside their event data
List-CohortsList cohorts in project
List-DashboardsBrowse dashboards in a project
List-ExperimentsList and search experiments in a project
List-Feature-FlagsList and search feature flags in a project
List-MetricsList all saved metrics in a project
List-OrganizationsList organizations the current user belongs to
List-PropertiesList and search event or user properties in a project
Merge-GroupMerge a group of duplicate names into one entity
Rename-TagRename an existing tag across all associated events and properties
Run-Experiment-Pre-Launch-ChecksCross-reference a draft experiment’s config against best practices before launch
Run-QueryExecute insights, funnels, flows, and retention queries
Search-EntitiesSearch across dashboards, reports, experiments, feature flags, and more
Search-Prior-ExperimentsSearch the project’s experiment store for prior tests on the same surface
Write tools 57–64
Update-Business-ContextUpdate business context at the project or organization level
Update-CohortUpdate an existing cohort
Update-Custom-PropertyUpdate an existing custom property’s definition
Update-DashboardModify a dashboard’s metadata, rows, and layout
Update-ExperimentModify an experiment’s configuration or manage its lifecycle
Update-Feature-FlagModify a feature flag’s configuration or targeting
Update-Lookup-TableUpdate an existing lookup table
Update-MetricUpdate a saved metric’s name, definition, or description
Tool availability and permissions
This list describes the reviewed tools. Your selected method, provider access and action permissions determine what agents can use.
These lists use a conservative permission policy. Read requires a provider read-only hint or a reviewed Paperclip read rule. Evidence that an action changes data or submits information elsewhere puts it in Write. Write also includes actions we cannot verify as read-only. Read describes the reviewed evidence; it does not guarantee that an action has no side effects. A connected account can group actions differently.
This list comes from published provider information. Authorization, plan, deployment version and account settings can limit the actions available. No connected account was tested.
Connection policies
Discovered actions follow the connection’s policies. Review their permissions and set actions to Ask first or Off as needed. Keep query windows and scope bounded to manage query cost and limits.
Mixpanel connector FAQ
Can I require approval for actions?
Set an action to Ask first to require human approval of each call or Off to prevent calls. Allowed actions run without approval. Read and Write grouping is separate from these settings.
What can agents reach in Mixpanel?
Reach follows the authorizing account’s Mixpanel project permissions. Region follows that account; Paperclip has no separate region selector.
What do I need before connecting?
Use a Mixpanel account with access to the intended project and region. The hosted server is in beta.