Agent Analytics MCP Server

Top property values ranked by count (pages, referrers, UTM sources, etc.) Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Funnel analysis: track where users drop off across a sequence of events (e.g. page_view → signup → purchase). Returns per-step user counts, conversion rates, and average time between steps. Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Day-of-week × hour traffic grid with peak detection (times in UTC) Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Period-over-period comparison with trend (events, users, bounce rate, session duration) Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Get time series chart, KPIs (events, users), and country breakdown (events, unique users) for a project over N days Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Entry/exit page stats with bounce rate, avg duration, events per session Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Use this when you want to explore an authorized project's analytics beside the conversation. Opens a compact project/view picker; accepts empty input. Analysis queries retain their existing plan and access checks. Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Bounded session path analysis from entry pages to goal, drop-off, or truncation. Useful for connecting page behavior to funnels, retention, and experiments. Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Cohort retention analysis — track what % of users return over time. By default uses session-based retention (any return visit counts). Pass 'event' to switch to event-based retention. Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Session duration histogram with engaged percentage and median bucket Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Create an A/B experiment

Delete an experiment

Get experiment details with results Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Update experiment status (pause, resume, complete)

Create a new Agent Analytics project. Returns the tracking snippet and API example. Idempotent — returns existing project if name already taken.

Get compact self-improving project context: goals, activation events, event-name glossary, and major date annotations used to interpret analytics results. Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Set or replace compact project context. The encoded API request body is capped at 512KB. Read existing context first, merge still-valid entries, inspect event names with properties or properties_received, and save only durable product truth tied to goals, activation events, event-name glossary entries, or date annotations for major product changes. Use annotations for meaningful landing page, pricing, onboarding, feature, release, or experiment changes; do not store git commit logs, noisy edits, PII, secrets, or long release notes.

Filtered automated traffic across all active projects in your account.

Historical summary across all projects in your account: total events, active project count, daily trend, and top projects.

Discover event names and property keys from recent events Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Property keys by event name, sampled from recent events Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Read current account plan, usage, billing estimate and spend cap, Pro pricing, and a human payment handoff when needed. Requires account:read. Read-only: cannot charge or manage billing. Call again after checkout to verify hosted entitlement, then retry the original task.

Filtered automated traffic for a single project: automated requests, dropped events, categories, and top actors.

List A/B experiments for a project Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Real-time snapshot: active visitors, sessions, events per minute, top pages, and recent events. Reads from in-memory ring buffer — no D1 query.

List all your Agent Analytics projects Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.

Run a flexible ad-hoc analytics query with custom metrics, filters, grouping, date ranges, and privacy-first customer email lookup. This is the most powerful endpoint — use it when other tools don't answer the question. Examples of questions this tool answers: - "How many signups from Germany this week?" → filters: [{field:"event",op:"eq",value:"signup"},{field:"country",op:"eq",value:"DE"}] - "Which events contain 'page' in the name?" → filters: [{field:"event",op:"contains",value:"page"}], group_by: ["event"] - "Daily unique users for the last 30 days" → metrics: ["unique_users"], group_by: ["date"], date_from: "30d" - "Events per country" → group_by: ["country"] Filter operators: eq, neq, gt, lt, gte, lte, contains Filterable fields: event, user_id, date, country, session_id, timestamp, and any properties.* field (e.g. properties.path) For customer-specific reads, use the top-level email input instead of hashing locally. Raw email is sent only in the authenticated HTTPS POST body; the server matches via a project-scoped HMAC index and does not store raw email in event rows or profile traits. Built-in fields are a closed list. Event properties such as referrer, utm_source, path, browser, and hostname must be queried as properties.referrer, properties.utm_source, properties.path, properties.browser, and properties.hostname. Invalid filter fields fail loudly and return /properties-style guidance instead of being silently ignored. Group by: event, date, user_id, session_id, country Metrics: event_count, unique_users, session_count, bounce_rate, avg_duration Count modes: raw, session_then_user. The default for event_count is session_then_user for activation-safe counting: session-backed rows count by session, no-session rows fall back to user only when that user has no session-backed row in the same group, and fully anonymous rows fall back to event id. count_mode is ignored when event_count is not requested.

List individual session records Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.