get_discovery

shallow

io.github.davisvillelabs/ai-agent-analytics · Verify this server

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 defaults to 30 and includes the current partial day plus the preceding 29 days; changing days changes only the window, never evidence classification. Requires analytics:read; product_id is tenant-checked, traffic classes remain separate, and the shared MCP limit is 300 calls per 60 seconds per caller before HTTP 429 with Retry-After.

100.0/100

1 trials · measured 14 days ago

get_discovery scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.davisvillelabs/ai-agent-analytics, measured 23 Sept 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-09-23100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: get_discovery
[![Vouch score](https://vouch.tools/api/tools/3d7c34ec-2d31-44c4-aa24-d81fd5908c1b/badge.svg)](https://vouch.tools/tools/3d7c34ec-2d31-44c4-aa24-d81fd5908c1b)
get_discovery — Vouch