io.github.dannyshmueliPublished by GitHub account dannyshmueliv1.0.0Updated Oct 24, 2026
Analytics your AI agent can actually use. Track, experiment, and optimize via MCP.
A remote analytics MCP server that lets an assistant read Agent Analytics projects, run queries, funnels, retention and experiments, and manage project context.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/io.github.dannyshmueli%2Fagent-analytics-mcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Add this to your client's mcpServers config.
{
"mcpServers": {
"agent-analytics": {
"type": "http",
"url": "https://mcp.agentanalytics.sh/mcp"
}
}
}This repository has no README.
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.
Takes no parameters.
Analytics explorer
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.
Takes no parameters.
List all your Agent Analytics projects Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.
Takes no parameters.
Create a new Agent Analytics project. Returns the tracking snippet and API example. Idempotent — returns existing project if name already taken.
namerequiredallowed_originsGet 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.
projectrequiredSet 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.
goalsprojectrequiredglossaryannotationsactivation_eventsDiscover 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.
daysprojectrequiredProperty 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.
sincesampleprojectrequiredList individual session records Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.
limitsinceprojectrequiredList A/B experiments for a project Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.
projectrequiredCreate an A/B experiment
namerequiredprojectrequiredweightsvariantsrequiredgoal_eventrequiredGet experiment details with results Anonymous preview is limited to agentanalytics-demo synthetic read-only data; sign in for your own projects.
idrequiredUpdate experiment status (pause, resume, complete)
idrequiredstatusrequiredwinnerDelete an experiment
idrequiredReal-time snapshot: active visitors, sessions, events per minute, top pages, and recent events. Reads from in-memory ring buffer — no D1 query.
windowprojectrequiredHistorical summary across all projects in your account: total events, active project count, daily trend, and top projects.
limitperiodFiltered automated traffic for a single project: automated requests, dropped events, categories, and top actors.
limitperiodprojectrequiredFiltered automated traffic across all active projects in your account.
limitperiodRun 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.
emaillimitorderdate_tofiltersmetricsprojectrequiredgroup_byorder_bydate_fromcount_modeFunnel 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.
sincestepsrequiredprojectrequiredcount_bybreakdownbreakdown_limitconversion_window_hoursCohort 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.
eventperiodcohortsprojectrequiredreturning_eventGet 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.
daysprojectrequiredPeriod-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.
periodprojectrequiredTop 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.
dayseventlimitprojectrequiredpropertyEntry/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.
typelimitprojectrequiredBounded 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.
sinceprojectrequiredmax_stepsgoal_eventrequiredpath_limitentry_limitcandidate_session_capSession 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.
projectrequiredDay-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.
projectrequired75% of the applicable checks met
How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
Declare a license in the repository or the registry entry.