Official MCP RegistryListed
Agent Analytics
Analytics your AI agent can actually use. Track, experiment, and optimize via MCP.
First seen 2 Oct 2026. Evidence as of 8 Oct 2026.
27
Tools
From an anonymous probe
1
Source listings
Each with its own history
0
Recorded changes
Since first seen
Tools
| Tool | Description | Behaviour |
|---|---|---|
| all_sites_bot_traffic | Filtered automated traffic across all active projects in your account. | Read-only |
| all_sites_overview | Historical summary across all projects in your account: total events, active project count, daily trend, and top projects. | Read-only |
| analytics_breakdown | 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. | Read-only |
| analytics_funnel | 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. | Read-only |
| analytics_heatmap | 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. | Read-only |
| analytics_insights | 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. | Read-only |
| analytics_overview | Get time series chart + KPIs (events, users) for a project over N days Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects. | Read-only |
| analytics_pages | 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. | Read-only |
| analytics_panel | 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. | Read-only |
| analytics_paths | 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. | Read-only |
| analytics_retention | 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. | Read-only |
| analytics_sessions | 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. | Read-only |
| bot_traffic_overview | Filtered automated traffic for a single project: automated requests, dropped events, categories, and top actors. | Read-only |
| create_experiment | Create an A/B experiment | Changes data |
| create_project | Create a new Agent Analytics project. Returns the tracking snippet and API example. Idempotent — returns existing project if name already taken. | Changes data |
| delete_experiment | Delete an experiment | Destructive |
| get_experiment | Get experiment details with results Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects. | Read-only |
| get_project_context | 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. | Read-only |
| list_experiments | List A/B experiments for a project Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects. | Read-only |
| list_projects | List all your Agent Analytics projects Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects. | Read-only |
| live_now | Real-time snapshot: active visitors, sessions, events per minute, top pages, and recent events. Reads from in-memory ring buffer — no D1 query. | Read-only |
| properties | 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. | Read-only |
| properties_received | 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-only |
| query | 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. | Read-only |
| sessions | List individual session records Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects. | Read-only |
| set_project_context | 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. | Destructive |
| update_experiment | Update experiment status (pause, resume, complete) | Destructive |
Change history
No changes since the first observation. The first snapshot is the baseline.
| Source | Listing | First seen | Last seen | Versions |
|---|---|---|---|---|
| Official MCP Registry | io.github.dannyshmueli/agent-analytics-mcp | 2 Oct 2026 | 8 Oct 2026 | 1 |