find_shops

shallow

io.github.jeeva-m-21/shopfront · Verify this server

Find and rank local shops in Chennai for a customer request. Always provide locality when the customer has told you where they are. If the customer has not said where they are, ask them for a Chennai area before calling this tool. Use category when it is clear. Results already satisfy distance, budget, and open-now constraints.

100.0/100

1 trials · measured 1 day ago

find_shops scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.jeeva-m-21/shopfront, measured 20 Oct 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
2026-10-20100.0shallowv0.2.0

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: find_shops
[![Vouch score](https://vouch.tools/api/tools/01959c8f-7395-496e-982b-7aa489919cd0/badge.svg)](https://vouch.tools/tools/01959c8f-7395-496e-982b-7aa489919cd0)
find_shops — Vouch