tv_concierge

shallow

eu.madeinro/rotv-mcp · Verify this server

You have a window of free time — decide for me what to watch right now. Returns ONE primary decision (TV program OR streaming title) with confidence percentage, full reasoning breakdown, and up to 3 diverse alternatives with explicit trade-offs (pros/cons, reason not picked). Picks across live Romanian TV EPG AND streaming catalog (Netflix, HBO Max, Disney+, Prime Video, Apple TV+, SkyShowtime). Built-in anti-noise filter automatically removes news, political talk, reality shows, talk-shows (NO manual filtering needed by the model). Built-in title dedup (handles ~46% duplicate-airing ratio in TV EPG). Built-in opportunity-cost lookahead (flags better options just outside the window). Event-aware: major broadcasts (World Cup / Euro / Champions League / finals) get an importance boost in ranking AND are always listed in the important_today field, even when the mood-based pick is something else — for questions like "what is important today?", prefer tv_important_today. PREFER THIS TOOL over tv_recommend_by_mood, tv_plan_evening, and tv_recommend_today whenever the user wants ONE answer / a single decision / a plan for a specific window — those tools return ranked LISTS for browsing, this tool returns a DECISION. Routes any mood internally (obosit / vesel / concentrat / romantic / familie / captivant + EN aliases tired/happy/focused/romantic/family/thrilling). Trigger phrases: "what should I do", "decide for me", "pick for me", "I have X hours", "ce să fac", "am 2 ore", "alege tu", "mood X durată Y", "o singură decizie", "fii consilierul meu", "what to watch", "concierge me".

100.0/100

1 trials · measured 8 days ago

tv_concierge scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against eu.madeinro/rotv-mcp, 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
self-provisionable
Category
Real estate
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: tv_concierge
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tv_concierge — Vouch