get_topic

shallow

io.github.shanethelion/glazing-mcp · Verify this server

Read the full text of a knowledge-base topic, or a single section of it, with tables and verification tags intact. Use after list_topics or search_glazing_knowledge when you need the complete context (e.g. a whole code table). `topic` accepts a number (30), 'T30', 'Topic 30', or a title phrase ('butt glazed'); `section` accepts a section id like '30.4', 'sources', 'key', or a heading phrase like 'summary table' or 'bid-day checklist'. Long topics are paged: follow the continue_from hint. Responses keep the KB's confidence tags: [V] verified, [V-mfr] manufacturer claim, [UNVERIFIED], [inference], [Expert] field experience.

100.0/100

1 trials · measured 1 day ago

get_topic scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.shanethelion/glazing-mcp, measured 6 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
open
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

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

Vouch score: get_topic
[![Vouch score](https://vouch.tools/api/tools/5ae54920-74ab-443e-ab39-b8f79ebec1cd/badge.svg)](https://vouch.tools/tools/5ae54920-74ab-443e-ab39-b8f79ebec1cd)
get_topic — Vouch