market_gaps

shallow

com.agentery/agentery · Verify this server

Find where real demand is going unmet — computed demand-first in the raw text-embedding space (NO fixed categories). A gap = a cluster of real user requests (mined from live MCP search telemetry) that sits FAR from any PAID provider. For each gap it returns: the demand phrasing, demand_mass (how many similar requests cluster with it), nearest_paid_similarity (cosine to the closest paid provider — low = under-served) and that closest paid provider. Also returns demand_queries and paid_supply counts. Honestly returns few or no gaps while query volume is still low — it sharpens as usage grows. No arguments needed ({}); `limit` caps the list.

100.0/100

1 trials · measured 8 days ago

market_gaps scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.agentery/agentery, measured 25 Aug 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
unreachable
Category
Developer infrastructure
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

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: market_gaps
[![Vouch score](https://vouch.tools/api/tools/74983c59-efea-4512-a2af-31fd40469d14/badge.svg)](https://vouch.tools/tools/74983c59-efea-4512-a2af-31fd40469d14)
market_gaps — Vouch