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Access Analytics

See how often a resource is being read, and where those reads come from, with a compact Access activity chart on each resource’s detail page.

Every time a resource’s detail page is opened — whether from the web app, the CLI, an AI tool over MCP, or a direct API call — VibeXP records an access event. The Access activity chart turns those events into a simple daily timeline so you can see when a resource is being used and which surface it’s being used from.

This is read activity only. It tells you how often something is being looked at, not how often it’s being edited.

The Access activity chart is shown on the detail page of each of these resource types:

  • Prompts
  • Artifacts
  • Blueprints
  • Memories
  • Projects
  • Agents

On content pages (prompts, artifacts, blueprints, memories) it sits in the right-hand sidebar. On Projects and Agents it appears near the stat cards. On smaller screens it stacks below the main content.

The chart is a stacked bar chart with one bar per day. Each bar is split by source so you can see, at a glance, how a resource is being reached.

  • Total accesses — the headline number above the chart sums every access in the selected time range.
  • Time range — a selector lets you switch between Last 7 days, Last 14 days, Last 30 days, and Last 3 months (90 days). It defaults to Last 30 days.
  • Hover a bar — a tooltip breaks the day down by source and shows the day’s total.
  • No activity yet — if a resource hasn’t been read in the selected range, the chart shows an empty state instead of bars.

An access is recorded when a resource’s detail is successfully read:

  • Opening a resource’s detail page in the web app.
  • Fetching a single resource by the API or CLI (a get-by-id / get-by-slug request that succeeds).
  • Reading a resource through its MCP tool — currently vibexp_io_get_artifact and vibexp_io_get_memory.

The following are not counted:

  • List views. Browsing the prompts list, artifacts list, etc. does not record an access against any individual resource — only opening a specific resource does.
  • Failed reads. Only successful reads are recorded. A request that returns “not found” or “forbidden” does not create an access event.
  • Edits, creates, and deletes. The chart tracks reads, not writes.

Each access is tagged with the surface it came from. There are four sources:

SourceWhat it means
WebRead from the VibeXP web application (your signed-in browser session).
CLIRead by the VibeXP command-line tool.
MCPRead by an AI assistant through the VibeXP MCP server — for example, when a connected AI tool fetches an artifact or memory.
APIRead by any other program calling the VibeXP API directly with an API key. This is the catch-all for programmatic access that isn’t the CLI or MCP.

The source is determined automatically from how the request authenticated — you don’t need to configure or send anything to control it. Browser (cookie) sessions are recorded as Web; API-key requests are classified as MCP, CLI, or API based on the request.

Access activity is aggregated across your whole team. The chart for a resource shows reads by every member of the team that owns it, not just your own. If three teammates each open the same prompt, that’s three accesses on the chart.

This means the chart reflects how valuable a resource is to the team as a whole. (VibeXP records which member made each access internally, but a per-person breakdown is not shown in this view.)

Access events are retained for 90 days. Activity older than 90 days is automatically removed, so the “Last 3 months” range always covers the full retained history. This window is fixed for now.

Why does my chart say “No activity yet”? The resource hasn’t been opened within the selected time range, or it was only just created. Try a wider range, or check back after it’s been read.

Do my own views count? Yes. Opening the detail page yourself records a Web access, and it’s included in the totals.

Does browsing the list of prompts (or artifacts, etc.) show up? No. Only opening an individual resource’s detail page is counted. List and search views are not tracked.

Will accesses from before today appear? Accesses are recorded going forward from when the feature was enabled and are kept for 90 days. The chart can only show activity that has actually been recorded.