Weekly anomaly digest
- Query metrics from this tool
- Compare against rolling baseline
- Surface anomalies with reasoning
50 tools available
Mixpanel is a product analytics platform tracking user interactions and engagement, providing cohort analysis, funnels, and A/B testing to improve user experiences
Connect Mixpanel to Definable to answer ad-hoc analytics questions, detect anomalies, auto-generate weekly summaries. Personas call Mixpanel's 50 tools directly from chat or scheduled flows. Plug into a data-analysis persona to ask questions in plain English — the agent runs the queries.
Every Mixpanel action below is a callable tool any Definable persona can invoke.
Tool to add unique values to list properties on user profiles in Mixpanel using the $union operation. Use when you need to add items to list-type properties without creating duplicates. Unlike $append, $union ensures values are unique in the list. If the property doesn't exist, it creates a new list with the provided values.
Get unique, total, or average data for a single event and property over days, weeks, or months. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries.
DEPRECATED: Use MIXPANEL_AGGREGATE_EVENTS instead. Tool to get unique, total, or average data for events over N days, weeks, or months. Use when analyzing event trends and patterns over time with different aggregation methods.
Get aggregate event counts over time. Supports different types of aggregation: general, unique, average, sum.
Tool to list all saved cohorts in a Mixpanel project. Use when you need to retrieve cohort metadata including name, id, count, description, creation date, and visibility. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries.
Tool to create a new annotation tag in Mixpanel using the provided name. Use when you need to create tags for organizing and categorizing annotations. Requires a role of at least Analyst.
Tool to create an identity mapping in Mixpanel by linking an anonymous ID with an identified user ID. Use when you need to connect pre-login anonymous activity with post-login identified user activity. This operation is typically performed after user authentication to associate all previous anonymous events with the user's identified profile.
Tool to create a new service account for your organization and optionally add it to projects. Use when you need to generate API credentials for programmatic access. The response includes a token (secret) that cannot be recovered after creation. Requires service account with admin or owner role.
Tool to permanently delete a group profile from Mixpanel Group Analytics. Use when you need to completely remove a group profile and all of its properties. The deletion is permanent and cannot be undone. Note that group properties on historical events remain intact even after group deletion.
Tool to permanently delete a user profile from Mixpanel, along with all of its properties. Use when you need to completely remove a profile. The deletion is permanent and cannot be undone. Note that this only deletes the profile, not the associated events. For duplicate profiles, use $ignore_alias: true to avoid deleting the original profile.
Tool to permanently delete multiple user profiles from Mixpanel in a single batch request. Use when you need to delete multiple profiles efficiently. The deletion is permanent and cannot be undone. This only deletes the profiles, not the associated events. For duplicate profiles, use $ignore_alias: true to avoid deleting the original profile.
Tool to permanently delete properties from a Mixpanel user profile using the $unset operation. Use when you need to remove specific properties and their values from a profile. Properties are permanently removed and cannot be recovered. Useful when cleaning up properties or approaching Mixpanel's limit of 2000 properties per profile.
Get all projects associated with the authenticated Mixpanel account. Returns project details including name, permissions, role, domain, and other configuration details. If a project appears inaccessible, verify the connection region matches the project's cluster before assuming a permissions issue.
Tool to get all annotation tags from a Mixpanel project. Use when you need to retrieve tags that have been added to annotations. Requires a role of at least Analyst.
Tool to send a batch of group profile updates to Mixpanel. Use when you need to update multiple group profiles in a single request. Supports operations like $set, $set_once, $union, $remove, $unset, and $delete. Note: $add is NOT supported for group profiles.
Tool to delete specific properties from a Mixpanel group profile. Use when you need to permanently remove unwanted properties from a group (company, organization, team, etc.). The operation uses the $unset operation to permanently remove the specified properties.
DEPRECATED: Use MIXPANEL_GROUP_BATCH_UPDATE instead. Tool to send batch group profile updates to Mixpanel. Use when you need to update properties for one or more groups (companies, organizations, teams, etc.). Supports multiple operations: $set (update/add), $set_once (set if not exists), $unset (delete), $remove (remove from list), $union (add to list uniquely).
Tool to create an alias mapping between two distinct IDs in Mixpanel. Use when you need to link a new identifier with an existing one. This is only available for projects using the Original ID Merge system and Legacy ID Management System; it has no effect in the Simplified ID Merge system. Typically called once during user signup to connect anonymous pre-signup events with post-signup activity. Each alias can only map to one distinct_id.
Execute a custom JQL (JavaScript Query Language) query against Mixpanel's Query API. Key Constraints: - 60 queries/hour, max 5 concurrent queries. - 2-minute execution timeout. - 5 GB data processing limit, 2 GB output limit. - No remote network requests (XMLHttpRequest) are allowed inside the JQL script.
DEPRECATED: Use MIXPANEL_MIXPANEL_COHORTS_LIST instead. Get list of all cohorts in a Mixpanel project. Returns cohort details including name, id, count, description, creation date, and visibility. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries.
Get the names and funnel_ids of your funnels. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries.
DEPRECATED: Use MIXPANEL_MIXPANEL_COHORTS_LIST instead. Tool to list all saved cohorts in a Mixpanel project. Use when you need to retrieve cohort metadata including name, id, count, description, creation date, and visibility for every cohort in the project.
Tool to list all service accounts for an organization. Use when you need to retrieve service accounts, check when they were last used, or see when they expire. Requires service account with admin or owner role.
Tool to append values to list properties on user profiles in Mixpanel. Use when you need to add items to list-type properties. Unlike $union, $append allows duplicate values. If the property doesn't exist, it creates a new list with the value as the first element.
Tool to update multiple user profiles in Mixpanel in a single batch request. Use when you need to update properties for multiple users efficiently. Supports operations: $set (update/add), $set_once (set if not exists), $add (increment), $union (add to list uniquely), $append (append to list), $remove (remove from list), $unset (delete property), $delete (delete profile). Maximum 50 updates per request. Always check the response status and failed_records for individual update failures.
DEPRECATED: Use MIXPANEL_DELETE_PROFILE_PROPERTY instead. Tool to permanently delete properties from a user profile in Mixpanel. Use when you need to remove specific properties and their values from a profile. This operation uses $unset and permanently removes properties that cannot be recovered. Useful when cleaning up properties or approaching Mixpanel's limit of 2000 properties per profile.
Get event activity feed for specified users from Mixpanel Query API. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries.
Tool to increment or decrement numerical properties on user profiles in Mixpanel. Use when you need to add values to existing numerical properties (e.g., login counts, points, credits). Properties are incremented by the specified amount. If a property doesn't exist, the value is added to zero. Use negative values to decrement properties.
Tool to remove values from list properties on user profiles in Mixpanel. Use when you need to remove specific items from list-type properties. If the value doesn't exist in the list, no updates are made. If the property doesn't exist or is not list-valued, the operation is ignored.
Tool to set user profile properties in Mixpanel using the $set operation. Use when you need to create or update properties on a user profile. Properties specified will be created if they don't exist, or overwritten if they do. If the profile doesn't exist, it will be created with these properties.
Get data about how frequently users are performing events. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries. Example response with unit="day" and addiction_unit="hour": { "2012-01-01": [305, 107, 60, 41, ...], # Users who did event in 1+ hours, 2+ hours, etc. "2012-01-02": [495, 204, 117, 77, ...], "2012-01-03": [671, 324, 176, 122, ...] }
Get data for a funnel. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries.
Get data from your Insights reports. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries.
DEPRECATED: Use MIXPANEL_TOP_EVENTS instead. Get a list of the most common event names over the last 31 days. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries. Use when you need to discover what events are being tracked most frequently in your project.
Averages an expression for events per unit time. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries. Example response: { "status": "ok", "results": { "2024-01-01": 25.5, "2024-01-02": 32.75, "2024-01-03": 28.25 } }
Sums an expression for events per unit time. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries. Example response: { "status": "ok", "computed_at": "2024-01-20T12:00:00", "results": { "2024-01-01": 150.5, "2024-01-02": 245.75, "2024-01-03": 198.25 } }
Query user or group profile data from Mixpanel. Returns list of profiles that match specified parameters. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries.
Query cohort analysis showing user retention patterns over time. Tracks how users who performed an initial event (born_event) subsequently perform a target event (event). Use the 'unit' parameter to control cohort interval granularity ('day', 'week', 'month'); defaults to 'day'.
Get data for an event, segmented and filtered by properties with daily/time-series breakdown. Use the 'unit' parameter to control time bucketing ('minute', 'hour', 'day', 'month'). The Query API has a rate limit of 60 queries per hour and 5 concurrent queries, shared across related tools (e.g., MIXPANEL_JQL_QUERY, MIXPANEL_TOP_EVENT_PROPERTY_VALUES); bursts of concurrent calls return 429.
Get the top events for today, with their counts and the normalized percent change from yesterday. Use when you need to analyze today's event performance compared to yesterday.
Tool to remove values from list properties on group profiles in Mixpanel. Use when you need to remove specific items from list-type properties on groups (companies, organizations, etc.). If the value doesn't exist in the list, no updates are made. If the property doesn't exist or is not list-valued, the operation is ignored.
Tool to remove values from list properties on user profiles in Mixpanel using the $remove operation. Use when you need to remove specific items from list-type properties. If the value doesn't exist in the list, no action is taken. The profile will be created if it doesn't exist.
Tool to get event data numerically bucketed by property values. Use when you need to analyze distributions of numeric properties like revenue, session duration, or counts with automatic bucketing.
Tool to set properties on a Mixpanel group profile only if they don't already exist. Use when you need to set initial properties for a group without overwriting existing values. Ideal for setting default values or tracking when a group was first created. Properties that already exist will not be modified.
Tool to set user profile properties in Mixpanel using the $set_once operation. Use when you need to set properties that should only be recorded on their initial value. Properties specified will be created only if they don't already exist on the profile. If a property already has a value, it will not be overwritten. Ideal for tracking first-time values like signup source, initial referrer, or first login date.
DEPRECATED: Use MIXPANEL_QUERY_TOP_EVENTS instead. Get the top events for today, with their counts and the normalized percent change from yesterday. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries.
Get the top property names for an event. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries.
Tool to get the top values for a property ordered by frequency. Use when you need to understand the most common values for a specific property on an event. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries. This limit is shared across all Query API tools (e.g., MIXPANEL_QUERY_SEGMENTATION); on a 429 response, apply exponential backoff.
Get a list of the most common events over the last 31 days. The Query API has a rate limit of 60 queries per hour and a maximum of 5 concurrent queries.
Tool to add unique values to list properties on group profiles in Mixpanel. Use when you need to add items to list-type group properties without creating duplicates. The $union operation ensures that values are only added if they don't already exist in the list.
Anything Mixpanel exposes through its API. Common analytics workflows on Definable include answer ad-hoc analytics questions, detect anomalies, auto-generate weekly summaries. Personas can call any of the 50 Mixpanel tools directly, then chain the result into another integration without you writing code.
Mixpanel uses BASIC on Definable. You connect once from the integrations page, scoped to the permissions you choose, and from then on any persona that has the integration enabled can act on your behalf. Tokens are encrypted at rest and rotated automatically.
Yes — every Definable plan, including Starter, includes access to all 50 Mixpanel tools. You only need a separate Mixpanel subscription if Mixpanel itself charges per seat or per API call.
Every call from a persona to Mixpanel is logged with the user, persona, prompt, and response. Tokens never leave Definable's secrets vault, scopes are configurable per persona, and you can revoke access at any time from the integration page.
Sign up for Definable, open the integrations page, find Mixpanel, and connect via OAuth or API key. You can immediately attach Mixpanel to any persona and start running workflows. The free Starter plan includes 5,000 credits/month.
Definable exposes all 50 Mixpanel actions as callable tools — including `Add Unique Values to Profile List Property`, `Get Aggregated Event Property Values`, `Aggregate Event Counts (Deprecated)`, plus 47 more. Each tool gets a typed parameter schema so personas know exactly how to call it.
Wire it up in minutes. No coding required.