convalytics
Read-only analytics for Convex apps, queryable via MCP from Claude, Cursor, and other clients.
Should I use this
Quality & Safety
Findings (4)
- HIGHTool poisoning patterns detected
- MEDIUMTool description contains suspicious base64-like encoded stringin update_funnel
- LOWTool 'get_usage' description lacks action verbin get_usage
- LOWTool 'get_funnel' description lacks action verbin get_funnel
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"convalytics": {
"url": "https://api.convalytics.dev/mcp"
}
}
}Remote endpoints
https://api.convalytics.dev/mcpstreamable-httpWhat it can do
Tool inventory
Tools (15)
🟢list_projects
List all Convalytics projects on the team this token belongs to. Useful when the agent needs to confirm the project it's querying against. No arguments.
Input Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}🟢get_usage
Return the current month's custom-event usage, monthly quota, retention days, and plan name for the team.
Input Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}🟢top_pages(project, since, until, limit, user)
Return the top pages for a specific project, ranked by views in a time window. Default window is the last 7 days. Use list_projects first if you don't know the project name. Returns path, views, uniqueVisitors, and percentage of total views for each page. Pass `user` to see pages a specific visitor hit.
Input Schema
{
"type": "object",
"properties": {
"project": {
"type": "string",
"description": "Project name (case-insensitive, e.g. 'slopbench') or project id from list_projects."
},
"since": {
"type": "number",
"description": "Start of window as unix milliseconds. Defaults to 7 days ago."
},
"until": {
"type": "number",
"description": "End of window as unix milliseconds. Defaults to now."
},
"limit": {
"type": "number",
"description": "Maximum number of pages to return. Default 20, max 50."
},
"user": {
"type": "string",
"description": "Optional. Filter to one visitor/user. Accepts userEmail (case-insensitive) or visitorId (exact). For the full per-user snapshot prefer user_activity."
}
},
"required": [
"project"
],
"additionalProperties": false
}🟢top_referrers(project, since, until, limit)
Return the top referring hosts for a specific project, ranked by visit count in a time window. Includes '(direct)' for visits with no referrer. Default window is the last 7 days.
Input Schema
{
"type": "object",
"properties": {
"project": {
"type": "string",
"description": "Project name (case-insensitive, e.g. 'slopbench') or project id from list_projects."
},
"since": {
"type": "number",
"description": "Start of window as unix milliseconds. Defaults to 7 days ago."
},
"until": {
"type": "number",
"description": "End of window as unix milliseconds. Defaults to now."
},
"limit": {
"type": "number",
"description": "Maximum number of referrers to return. Default 10, max 50."
}
},
"required": [
"project"
],
"additionalProperties": false
}🟢pageviews_count(project, since, until, user)
Count page views for a specific project in a time window. Page views are the automatic hits captured by the browser script tag (separate from custom events). Use this for web-traffic questions like 'how many pageviews in the last 24 hours'. Default window is the last 7 days. Pass `user` to scope to one visitor.
Input Schema
{
"type": "object",
"properties": {
"project": {
"type": "string",
"description": "Project name (case-insensitive, e.g. 'slopbench') or project id from list_projects."
},
"since": {
"type": "number",
"description": "Start of window as unix milliseconds. Defaults to 7 days ago."
},
"until": {
"type": "number",
"description": "End of window as unix milliseconds. Defaults to now."
},
"user": {
"type": "string",
"description": "Optional. Filter to one visitor/user. Accepts userEmail (case-insensitive) or visitorId (exact). For the full per-user snapshot prefer user_activity."
}
},
"required": [
"project"
],
"additionalProperties": false
}🟢events_count(project, name, since, until, user)
Count CUSTOM PRODUCT events for a specific project in a time window, optionally filtered to one event name and/or one user. Custom events are emitted by explicit analytics.track() calls in app code (signup_completed, payment_succeeded, etc.). This does NOT count page views — use pageviews_count or weekly_digest for those. Returns count, unique visitors, and a `truncated` flag if the scan hit the maximum scan size.
Input Schema
{
"type": "object",
"properties": {
"project": {
"type": "string",
"description": "Project name (case-insensitive, e.g. 'slopbench') or project id from list_projects."
},
"name": {
"type": "string",
"description": "Optional event name to filter by (e.g. 'signup_completed'). If omitted, counts all custom events in the window. Do NOT pass 'page_view' here — page views are in a separate table."
},
"since": {
"type": "number",
"description": "Start of window as unix milliseconds. Defaults to 7 days ago."
},
"until": {
"type": "number",
"description": "End of window as unix milliseconds. Defaults to now."
},
"user": {
"type": "string",
"description": "Optional. Filter to one visitor/user. Accepts userEmail (case-insensitive) or visitorId (exact). For the full per-user snapshot prefer user_activity."
}
},
"required": [
"project"
],
"additionalProperties": false
}🟢recent_events(project, name, limit, redact, user)
Return the most recent custom events for a specific project, optionally filtered to one event name and/or one user. PII (userEmail, userName, props) is redacted by default; pass redact: false to include them.
Input Schema
{
"type": "object",
"properties": {
"project": {
"type": "string",
"description": "Project name (case-insensitive, e.g. 'slopbench') or project id from list_projects."
},
"name": {
"type": "string",
"description": "Optional event name to filter by (e.g. 'signup_completed'). Omit to return events of any name."
},
"limit": {
"type": "number",
"description": "Maximum number of events to return. Default 20, max 100."
},
"redact": {
"type": "boolean",
"description": "If true (default), userEmail/userName are null and props is {}. Set to false to include them."
},
"user": {
"type": "string",
"description": "Optional. Filter to one visitor/user. Accepts userEmail (case-insensitive) or visitorId (exact). For the full per-user snapshot prefer user_activity."
}
},
"required": [
"project"
],
"additionalProperties": false
}🟢user_activity(project, user, since, until)
Composite snapshot of a specific user's activity on a project. Returns an identity block (visitorId, userEmail, userName, firstSeen, lastSeen), total pageviews, total custom events, session count, top pages this user visited, their most-fired event names, and their 20 most recent events with props. Use this for 'how is [email protected] using my app?' style questions — one call, full picture. For ad-hoc drill-down (just a count, just recent events) pass `user` to the individual tools instead. Default window is the last 7 days.
Input Schema
{
"type": "object",
"properties": {
"project": {
"type": "string",
"description": "Project name (case-insensitive, e.g. 'slopbench') or project id from list_projects."
},
"user": {
"type": "string",
"description": "User identifier. Accepts userEmail (case-insensitive, e.g. '[email protected]') or visitorId (the exact string passed as userId on the original track() call)."
},
"since": {
"type": "number",
"description": "Start of window as unix milliseconds. Defaults to 7 days ago."
},
"until": {
"type": "number",
"description": "End of window as unix milliseconds. Defaults to now."
}
},
"required": [
"project",
"user"
],
"additionalProperties": false
}🟢weekly_digest(project, days, compare)
Composite snapshot of a project's web analytics over a lookback window. Returns unique visitors, pageviews, sessions, bounce rate, average session duration, top 5 pages, top 5 referrers, total custom events, and top 5 event names. Includes period-over-period comparison against the prior equal-length window unless compare: false. Prefer this over chaining top_pages + top_referrers + events_count when the agent just wants to report on the week.
Input Schema
{
"type": "object",
"properties": {
"project": {
"type": "string",
"description": "Project name (case-insensitive, e.g. 'slopbench') or project id from list_projects."
},
"days": {
"type": "number",
"description": "Lookback window in days, 1 to 90. Default 7."
},
"compare": {
"type": "boolean",
"description": "Include period-over-period comparison against the prior equal-length window. Default true. Set false for faster response when only current numbers matter."
}
},
"required": [
"project"
],
"additionalProperties": false
}🟢list_funnels(project)
List active funnels defined on a project. A funnel is a saved ordered sequence of steps (events or pageview paths) that Convalytics computes step-by-step conversion for. Soft-deleted funnels are excluded.
Input Schema
{
"type": "object",
"properties": {
"project": {
"type": "string",
"description": "Project name (case-insensitive, e.g. 'slopbench') or project id from list_projects."
}
},
"required": [
"project"
],
"additionalProperties": false
}🟢get_funnel(funnelId)
Return the full definition of one funnel by id: name, description, ordered steps, and conversion window.
Input Schema
{
"type": "object",
"properties": {
"funnelId": {
"type": "string",
"description": "Funnel id from list_funnels or create_funnel."
}
},
"required": [
"funnelId"
],
"additionalProperties": false
}🟡create_funnel(project, name, description, steps, conversionWindowMs)
Create a new funnel on a project. Steps are 2–10 ordered events or pageview paths. conversionWindowMs caps how long a visitor has between consecutive steps (default 7 days); this is the step-to-step limit, without which a funnel is just event co-occurrence. Returns { id } on success.
Input Schema
{
"type": "object",
"properties": {
"project": {
"type": "string",
"description": "Project name (case-insensitive, e.g. 'slopbench') or project id from list_projects."
},
"name": {
"type": "string",
"description": "Human-readable name."
},
"description": {
"type": "string",
"description": "Optional longer description."
},
"steps": {
"type": "array",
"minItems": 2,
"maxItems": 10,
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"event",
"pageview"
],
"description": "'event' for a custom analytics.track() event, 'pageview' for a page-path match."
},
"match": {
"type": "string",
"description": "Event name (for kind='event') or exact pageview path (for kind='pageview')."
},
"label": {
"type": "string",
"description": "Optional friendly display name."
}
},
"required": [
"kind",
"match"
],
"additionalProperties": false
},
"description": "Ordered list of 2–10 steps. Visitors must hit them in order."
},
"conversionWindowMs": {
"type": "number",
"description": "Max ms between consecutive steps. Default 7 days (604800000). Bounds: 60000 (1 min) to 7776000000 (90 days)."
}
},
"required": [
"project",
"name",
"steps"
],
"additionalProperties": false
}🟡update_funnel(funnelId, name, description, steps, conversionWindowMs)
Patch an existing funnel. Any subset of name/description/steps/conversionWindowMs. Refuses updates on deleted funnels.
Input Schema
{
"type": "object",
"properties": {
"funnelId": {
"type": "string"
},
"name": {
"type": "string"
},
"description": {
"type": "string"
},
"steps": {
"type": "array",
"minItems": 2,
"maxItems": 10,
"items": {
"type": "object",
"properties": {
"kind": {
"type": "string",
"enum": [
"event",
"pageview"
],
"description": "'event' for a custom analytics.track() event, 'pageview' for a page-path match."
},
"match": {
"type": "string",
"description": "Event name (for kind='event') or exact pageview path (for kind='pageview')."
},
"label": {
"type": "string",
"description": "Optional friendly display name."
}
},
"required": [
"kind",
"match"
],
"additionalProperties": false
}
},
"conversionWindowMs": {
"type": "number"
}
},
"required": [
"funnelId"
],
"additionalProperties": false
}🔴delete_funnel(funnelId)
Soft delete a funnel. The row is retained with status='deleted' and excluded from list/get/compute. Idempotent — calling twice is a no-op. Use if the funnel is obsolete; the record is kept for audit and cannot be undone from MCP.
Input Schema
{
"type": "object",
"properties": {
"funnelId": {
"type": "string"
}
},
"required": [
"funnelId"
],
"additionalProperties": false
}🟢compute_funnel(funnelId, since, until)
Run a funnel over a time window and return per-step visitor count, conversion from previous step, conversion from start, and average time to convert between steps. Returns `truncated` flags if the scan cap was hit.
Input Schema
{
"type": "object",
"properties": {
"funnelId": {
"type": "string"
},
"since": {
"type": "number",
"description": "Start of window as unix milliseconds. Defaults to 7 days ago."
},
"until": {
"type": "number",
"description": "End of window as unix milliseconds. Defaults to now."
}
},
"required": [
"funnelId"
],
"additionalProperties": false
}Community
Evidence