AI Agent Analytics
io.github.davisvillelabs/ai-agent-analytics · v1.0.0 · MCP 2026-07-28
Seller-side analytics for AI-agent discovery, settled revenue, delivery, and repeat use.
Reachability
reachable
checked 2026-09-20 05:30 UTC
Registry status active
Tools pinned 11
5871e72daf32
Tools last changed
2026-09-20
Provenance
Registry namespace io.github.davisvillelabs
(GitHub-account verified by the official registry)
Remote endpoints
https://analytics.davisvillelabs.com/mcp (streamable-http)
Observed changes
| When (UTC) | Event | Detail |
|---|---|---|
| 2026-09-20 05:30 | tools changed | 0 added, 0 removed, 11 changed |
| 2026-09-19 05:30 | first capture | 11 tools pinned |
Pinned tool definitions (11)
| Tool | Description |
|---|---|
| list_products | List active products in the bearer token's organization and return the IDs needed by product-scoped tools. Use this when you need a product_id; do not use it for metrics, use get_portfolio_pulse instead. Takes no parameters because... |
| get_portfolio_pulse | Return cross-product Portfolio Pulse for the bearer token's organization. Use this for organization-wide comparison; do not use it for one product/day, use get_daily_pulse, or for one product over a date window, use get_report. Takes no... |
| get_daily_pulse | Return the six core Daily Pulse metrics for product_id on one product-local day. Use this for headline daily status; use get_evidence to explain why metrics counted, get_report for multi-day analysis, or get_portfolio_pulse for... |
| get_discovery | Return evidence-backed discovery sources for product_id over a trailing days window. Use this to answer how the product was found; do not use it for repeat relationships, use get_agents, or for settled commerce, use get_revenue. days... |
| get_agents | Return the most recently observed countable-external pseudonymous agent relationships for product_id, ordered newest first by last_seen_at. Use this for repeat and relationship history; do not use it for acquisition sources, use... |
| get_revenue | Return settled-revenue intelligence for product_id over a trailing days window. Use this for actual settled commerce; do not use it for a headline daily snapshot, use get_daily_pulse, or for a complete bounded-window funnel, use... |
| get_connection_health | Return telemetry connection health for product_id, including credential state, accepted-event freshness, funnel coverage, setup evidence, and aggregate rejection reasons. Use this for instrumentation troubleshooting; do not use it for... |
| validate_installation | Verify that product_id has an active ingestion credential, an accepted customer_test setup event, and an accepted event visible to Agent Analytics. Use this immediately after setup; do not use it for broader diagnostics or history, use... |
| scan_agent_commerce_readiness | Inspect a fixed set of public machine-facing surfaces at the HTTPS origin derived from url. Use this before recommending or integrating a public agent-facing product; do not use it for an authorized customer's instrumentation state, use... |
| get_evidence | Return privacy-minimized evidence explaining why the six core metrics counted for product_id on one product-local day. Use this to audit metric rationale; do not use it for headline daily status, use get_daily_pulse, or for a multi-day... |
| get_report | Return an evidence-backed report for product_id over the required half-open UTC window [start, end). Use this for bounded multi-day analysis; do not use it for one day, use get_daily_pulse, for metric rationale, use get_evidence, or for... |
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