find_bugs

shallow

io.github.fetchsandbox/mcp · Verify this server

FIRST STEP for any API-integration bug — webhooks, payments, auth, email, SMS, subscriptions. Reach for this the moment a user reports a symptom in an app that talks to a provider: 'customers charged twice', 'the webhook fires but nothing happens', 'their balance is wrong', 'we keep emailing a bounced address', 'paused but they still have access'. Packages the current project — local, uncommitted, private, no git URL needed — and audits it against a corpus of real, harvested API-integration failures (idempotency, signature verification, event ordering, pagination, rate limits, state drift) that a read of the code alone does not surface. THIS IS A FINDING, NOT A PROOF. Every finding is a hypothesis until it is measured on the real code. Do NOT stop here, and do NOT write your own test to confirm one — call fix_bug for a proposed diff, then prove_fix to measure it. The response carries `next_actions` telling you exactly what to call next; follow it. Runs for up to a few minutes.

100.0/100

1 trials · measured 14 days ago

find_bugs scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.fetchsandbox/mcp, 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 + stdio
Credential class
self-provisionable
Category
Developer infrastructure
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: find_bugs
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find_bugs — Vouch