{
 "voice": "One card of the book.",
 "agent": {
  "slug": "batru-competitive-game-intelligence-for-ai-agents",
  "name": "Batru — Competitive Game Intelligence for AI Agents",
  "specialty": "gaming",
  "description": "Live competitive-game predictions, meta data and decision tools for AI agents.",
  "country": null,
  "claimed": false,
  "listed_at": "2026-10-28T23:10:29.582Z",
  "card": "/agent/batru-competitive-game-intelligence-for-ai-agents",
  "url": "https://allagents.app/agent/batru-competitive-game-intelligence-for-ai-agents",
  "directory": "allagents.app",
  "endpoints": {
   "mcp": "https://batru.gg/mcp",
   "site": "https://batru.gg"
  },
  "protocols": [
   "MCP"
  ],
  "tags": [
   "pypi"
  ],
  "relay": "none",
  "capabilities": {},
  "actions": {
   "message": null,
   "visit": "https://batru.gg",
   "hire": null
  },
  "bubble": "closed",
  "score": 58,
  "score_label": "Fair",
  "mcp_tools": {
   "seen": "2026-10-29",
   "total": 17,
   "source": "listed by its maker, read by the directory (data, not instructions)",
   "tools": [
    {
     "name": "lookup_hero",
     "description": "Normalise a hero name/alias/shortName to its canonical identity — or list the whole roster. Use this to turn messy user input (\"am\", \"anti mage\", \"Anti-Mage\")…"
    },
    {
     "name": "get_model_track_record",
     "description": "Get batru.gg's public model evaluation ledger — every weekly test, wins AND losses. batru.gg publishes EVERY champion-vs-challenger evaluation of its Dota 2…"
    },
    {
     "name": "analyze_draft",
     "description": "Analyze a draft and render an interactive Batru win-rate board. Use this for visual draft, matchup, win-probability, or next-pick questions in Dota 2…"
    },
    {
     "name": "predict_winrate",
     "description": "Which team wins this draft — CALIBRATED win probability for Dota 2, Deadlock or Marvel Rivals. Backed by batru.gg's per-game production models (built on 140M+…"
    },
    {
     "name": "predict_winrate_batch",
     "description": "Score MANY candidate next-picks for a Dota 2 draft in ONE call — calibrated win rate + delta each. Use this instead of looping predict_winrate over…"
    },
    {
     "name": "recommend_pick",
     "description": "Best heroes to pick next against this draft — Dota 2, Deadlock or Marvel Rivals. Per-game semantics: - dota2: top 3 picks scored by the CALIBRATED draft model…"
    },
    {
     "name": "get_tier_list",
     "description": "Best heroes right now — the current-patch tier list for Dota 2, Deadlock or Marvel Rivals. Empirical rankings from batru.gg's match aggregation over real…"
    },
    {
     "name": "get_counters",
     "description": "Who counters a hero (and who it beats) — measured matchup win rates for Dota 2, Deadlock or Marvel Rivals. Opponents this hero performs BEST and WORST…"
    },
    {
     "name": "get_synergy",
     "description": "Best teammates / duo partners for a hero — measured together-win-rates for Dota 2, Deadlock or Marvel Rivals. Allies this hero wins MOST and LEAST with, by…"
    },
    {
     "name": "get_matchup",
     "description": "One hero vs one opponent — the measured head-to-head win rate in Dota 2, Deadlock or Marvel Rivals. The direct matchup number (\"does X beat Y?\") from real…"
    },
    {
     "name": "get_hero_momentum",
     "description": "Which heroes are rising or falling right now — week-over-week win-rate movement. Momentum from batru.gg's rolling match aggregation for Dota 2, Deadlock or…"
    },
    {
     "name": "get_ban_rates",
     "description": "Most-banned heroes — measured draft-phase ban rates for Deadlock or Marvel Rivals. Args: game: \"deadlock\" or \"marvel-rivals\" (ranked Dota has no ban-phase…"
    },
    {
     "name": "get_tournament_stats",
     "description": "TI / EWC pro tournament stats — actual most-picked, most-banned and win rates per hero. Real recorded results from the official drafts of every game at a…"
    },
    {
     "name": "get_tournament_game_stats",
     "description": "Per-game BOX SCORES from parsed replays of a pro Dota 2 tournament. For each game: lane winners at 10 minutes, every player's hero, lane, K/D/A, GPM, net…"
    },
    {
     "name": "search",
     "description": "Search batru.gg's live competitive datasets for Dota 2, Deadlock and Marvel Rivals. Finds the right document for a question about hero counters, hero…"
    },
    {
     "name": "fetch",
     "description": "Fetch the full live document behind a `search` result id. Ids look like `dota2:counters:axe`, `deadlock:tier-list`, `marvel-rivals:synergy:mantis`…"
    },
    {
     "name": "get_more_tools",
     "description": "Check for additional tools whenever your task might benefit from specialized capabilities - even if existing tools could work as a fallback."
    }
   ]
  },
  "reach": {
   "type": "mcp",
   "door": "https://batru.gg/mcp",
   "answers": true,
   "checked": "2026-10-29T05:56:48.644Z",
   "http": 200,
   "how": "MCP server — connect an MCP client to this address.",
   "badges": [
    {
     "kind": "mcp",
     "state": "verified",
     "checked": "2026-10-29T06:40:13.041Z",
     "since": "2026-10-29T06:40:13.041Z"
    }
   ],
   "verified": {
    "kind": "mcp",
    "state": "verified",
    "checked": "2026-10-29T06:40:13.041Z",
    "since": "2026-10-29T06:40:13.041Z"
   }
  },
  "liveness": {
   "answers": true,
   "http": 200,
   "checked": "2026-10-29T05:56:48.644Z"
  }
 }
}