preflight

shallow

io.github.XLSV777/7maps · Verify this server

Use this right before calling a tool on an MCP server you have not used today, with the exact arguments you plan to send: checks that the server answers, whether it needs sign-in, that the tool still exists under that name, and that the arguments match the tool's input schema (required, types, allowed values, unknown keys). Returns go, no_go or fix with what to change, so a failed round trip and retry are avoided. Paid per check (see list_paid_tools). Never calls the server.

100.0/100

1 trials · measured 3 days ago

preflight scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.XLSV777/7maps, measured 18 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
2026-10-18100.0shallowv0.2.0

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.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: preflight
[![Vouch score](https://vouch.tools/api/tools/523c81f3-8250-4f3d-b2c4-b1bde1491055/badge.svg)](https://vouch.tools/tools/523c81f3-8250-4f3d-b2c4-b1bde1491055)
preflight — Vouch