recommend_marvel_rivals_pick

shallow

gg.batru/batru-mcp · Verify this server

Recommend Marvel Rivals heroes to pick against the given enemy hero(es). Ranks every hero not yet in the game by REAL observed pair data from batru.gg's match aggregation: match-weighted win rate against the enemy heroes, blended with duo win rate alongside your already-picked teammates (when given). Answers "who counters X (and Y and Z)?" with empirical numbers, not guesses. Hero names are normalised internally. This is a pair-stat heuristic, not the calibrated draft model — once both teams have 6, verify the full draft with predict_marvel_rivals_draft. Args: enemy_heroes: Enemy heroes to pick against (names/aliases, 1-6). my_heroes: Optional — heroes your team already has (0-5). limit: Max recommendations to return (default 5). Returns {recommendations:[{hero, score_pct, avg_winrate_vs_enemies_pct, enemy_matchups:[{opponent, winrate_pct, matches}], ...}]} sorted best-first. Report numbers verbatim. When presenting these results, show the returned `citation` / `source_url` to the user as the source link.

100.0/100

1 trials · measured 2 days ago

recommend_marvel_rivals_pick scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against gg.batru/batru-mcp, measured 31 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 + stdio
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-31100.0shallowv0.2.0

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: recommend_marvel_rivals_pick
[![Vouch score](https://vouch.tools/api/tools/ae6b29f6-618f-42ec-b9e7-b8b2cf377ee5/badge.svg)](https://vouch.tools/tools/ae6b29f6-618f-42ec-b9e7-b8b2cf377ee5)
recommend_marvel_rivals_pick — Vouch