Lumify Sports Intelligence

{
  "id": "aix_e0daed52aa",
  "name": "Lumify Sports Intelligence",
  "operator": "(unclaimed - source: registry-official · publisher: ai.lumify)",
  "description": "Schedules, scores, odds, splits & explainable AI bet confidence — 8+ sports, free instant key.",
  "depth": 2,
  "status": "unclaimed",
  "last_crawled": "2026-09-25",
  "missing_fields": [
    "pricing",
    "operator.identity"
  ],
  "skills": [
    "data-enrichment"
  ],
  "protocols": {
    "mcp": "https://lumify.ai/mcp",
    "a2a": null
  },
  "pricing": null,
  "regions": [
    "global"
  ],
  "languages": [
    "en"
  ],
  "reputation": {
    "tasks_completed": null,
    "dispute_rate": null,
    "p95_latency_ms": 3094,
    "uptime_30d": 1,
    "onchain_volume_30d_usd": null
  },
  "aix_score": 41,
  "verification": {
    "identity": "none",
    "health": "probe/24h",
    "pricing": "unknown",
    "last_check": "2026-09-25T11:01:48.003Z"
  },
  "pricing_model": "unknown",
  "links": [
    {
      "label": "homepage",
      "url": "https://lumify.ai/"
    },
    {
      "label": "repository",
      "url": "https://github.com/lumifyai/lumify"
    }
  ],
  "avatar": "https://github.com/lumifyai.png?size=160",
  "socials": [
    {
      "label": "github",
      "url": "https://github.com/lumifyai"
    }
  ],
  "profile": {
    "mcp_server": "lumify-mcp",
    "mcp_version": "1.0.1",
    "tool_count": 28,
    "tools": [
      {
        "name": "list_sports",
        "description": "List supported sports with their leagues and current season. Returns each sport's id, slug, name, team-sport flag, and its leagues (each with its current_season). Use list_seasons with current_only=false for historical seasons."
      },
      {
        "name": "list_events",
        "description": "List events (schedules and live scores), paginated by id (after_id). Filter by sport, league, status, date range, season, or team_id (resolve teams via list_teams / get_team). Returns event id, name, sport/league, start time, status, and venue for each; pass include_scores to also inline participants + scores (intended for small result sets — use get_event for one event's full detail, or query_events for free-text/natural-language filters instead of structured params). include_scores shares the 20/min score-poll budget with get_live_score; prefer the SSE stream for live boards."
      },
      {
        "name": "get_event",
        "description": "Get a single event with participants and venue. Optionally inline current odds and/or bet intelligence (same 1 credit as the event call). Raises a not-found error if event_id doesn't exist. Use list_events / query_events to discover ids first, or batch_get_events to fetch several ids in one call."
      },
      {
        "name": "batch_get_events",
        "description": "Get multiple events by id in one call — for agents that already have a list of ids and want full detail for each without one call per event. Max 25 ids. Returns full detail for every id that exists plus a not_found list for any that don't (never billed). Use get_event for a single id, or list_events / query_events to discover ids first."
      },
      {
        "name": "query_events",
        "description": "Search events with a natural-language query instead of structured filters — e.g. 'live nfl games today' or 'college basketball this week'. Rule-based (not an LLM): recognizes sport (nfl/nba/mlb/nhl/tennis/soccer/ncaaf/ncaab + aliases like hockey, american football, college basketball), status (live/final/upcoming/…), dates (today/tomorrow, this week, next N days, YYYY-MM-DD ranges). Bare 'football' is ambiguous and left unrecognized. Response includes interpreted filters, equivalent REST call, and unrecognized_terms. Prefer list_events when you already know the structured filters you want."
      },
      {
        "name": "get_live_score",
        "description": "Get a lightweight live score snapshot for an event: status, period, clock, per-participant score and period-by-period scores, and last-updated time. Cheaper and faster than get_event when you only need the score, not participants or venue. Capped at 20 calls/min per key (shared with GET /v1/events/{id}/score and list_events include_scores=true). For live updates prefer the SSE stream. Raises a not-found error if event_id doesn't exist."
      },
      {
        "name": "get_odds",
        "description": "Get current betting odds for an event: per-bookmaker lines and last-updated time. Includes in-play quotes while the event is underway; books that have not quoted since kickoff are omitted. bookmaker defaults to pinnacle. Use 'all' or a comma-separated list for multiple books — still 1 credit. Default is main lines (is_main=true); set include_alts for alternate spread/total rungs. Final events include result (won/lost/push/void) graded from the pre-kickoff close. MLB, tennis, and soccer (MLS + big-five) mains also include fair_price and consensus mirrored from published assessments. Returns ava"
      },
      {
        "name": "get_odds_history",
        "description": "Get line-movement history for an event: a list of past odds snapshots (movements), each with its own timestamp, up to limit entries. bookmaker defaults to pinnacle. Use get_odds instead if you only need the current line."
      },
      {
        "name": "get_stats",
        "description": "Get raw, deterministic team/match statistics for a soccer, MLB, tennis, NFL, NCAAF, NBA, NCAAB, or NHL event — no odds (use get_odds) and no scoring (use get_intelligence). Payload is sport-specific: teams.home/away except tennis (players.player_1/player_2). Tennis doubles/qualifying return available:false. Form/record/H2H exclude walkovers and NFL/NCAAF/NBA/NCAAB preseason. Other sports return HTTP 400. Field catalog: https://lumify.ai/docs/reference#event-stats"
      },
      {
        "name": "get_player_props",
        "description": "Get player-prop lines and live progress for an NFL, NCAAF, NBA, NCAAB, NHL, MLB, or soccer event. Joins persisted player-prop mains to this-event player box counts and grades over/under/push (1:1 slugs, combo sums including rush+rec and pass+rush yards, weighted total bases, anytime TD, double-double/triple-double, hockey points). Sport × market catalog: https://lumify.ai/docs/player-props. GET /odds / get_odds stay on moneyline/spread/total. Returns available:false with no charge if no prop mains have been ingested. Other sports return HTTP 400."
      },
      {
        "name": "get_team_props",
        "description": "Get team-total lines and live progress for an NFL, NCAAF, MLB, or soccer event. Joins persisted Pinnacle team-total mains (each team's full-game points/runs/goals Over/Under) to this-event participant scores and grades over/under/push. GET /odds / get_odds stay on moneyline/spread/total. Returns available:false with no charge if no team-total mains have been ingested. Other sports return HTTP 400."
      },
      {
        "name": "get_period_odds",
        "description": "Get first-half / first-five / first-set lines and live progress for an NFL, NCAAF, NBA, NCAAB, MLB, soccer, or tennis event. Joins persisted first_half_spreads / first_half_totals mains to this-event period scores (1H = Q1+Q2, NCAAB or soccer native 1H; MLB F5 = innings 1–5; tennis S1 = first-set games) and grades the period, not the full game. GET /odds / get_odds stay on moneyline/spread/total. Returns available:false with no charge if no period mains have been ingested. Other sports return HTTP 400."
      },
      {
        "name": "get_splits",
        "description": "Get public betting splits (bets% and handle%) for an event: a consensus split plus a per-bookmaker breakdown (bookmakers[].bookmaker uses the same odds slugs as get_odds, e.g. draftkings — not upstream short keys like dk), with a captured_at timestamp. Available for MLB, NBA, NHL, NFL, NCAAF, and NCAAB. Not available for tennis or soccer (upstream 400). Returns available:false with no charge if splits haven't been captured for this event yet or the sport is unsupported."
      },
      {
        "name": "get_injuries",
        "description": "Beta. Get late-breaking player injury and availability status for an event (out / doubtful / questionable / probable / day_to_day / ir / suspended / available), with previous_status, body_part, note, source_url, and severity (info / material / critical). Beta coverage: NFL and MLB (more sports rolling out). NFL monitoring starts ~4.5 days before kickoff (Wednesday/Thursday practice reports); MLB stays on a 48-hour window. Returns available:false with no charge until the injury monitor has written a first structured report. Checks run on cadence, on a significant main-market odds move, and at a"
      },
      {
        "name": "get_intelligence",
        "description": "Get predictive bet intelligence for an event: vig-stripped probability, fair_price, Price overlay, main-line ev (Beta), and forecasts[] — forecasted wagers from the model (same objects as list_forecasts): player props plus high-confidence main-line picks on tennis, NFL, NCAAF, MLB, and soccer. bets[] is live for MLB, tennis, soccer (MLS + big-five), NFL, and NCAAF. forecasts[] covers MLB, NFL, NCAAF, NBA, NCAAB, NHL, tennis, and soccer and can populate when available is false. Fair-price + line-shopping on bets[] today (edge/tier null; has_recommend false). bookmaker is ignored. Match-level to"
      },
      {
        "name": "list_ev",
        "description": "Beta. List pregame main-line +EV opportunities for a predictive-framework sport (soccer, mlb, tennis, nfl, ncaaf), sorted by ev_pct descending. market=h2h (default, moneyline), spreads, or totals. Tennis totals are not offered (Stage 1 is moneyline + spreads). Same gates as bets[].ev on get_intelligence: sharp-fair price gap, positive and ≤25%, suppressed MLB moneyline null books skipped in favor of the next eligible book. 1 credit. Field catalog: https://lumify.ai/docs/reference#intelligence-ev"
      },
      {
        "name": "list_forecasts",
        "description": "Daily board of forecasted wagers from Lumify's model — a prediction, not a beat-the-market claim (no OOS/independence gate; see list_ev for the gated main-line +EV claim). Player props (rate model) on MLB, NCAAF, NFL, NBA, NCAAB, NHL. High-confidence main-line picks on tennis, NFL, NCAAF, MLB, and soccer: one side per moneyline / spread / total when the uncertainty band does not include a coin flip. Tennis moneyline is ranking Bradley-Terry; tennis spreads/totals are a Normal-approx games model. Other sports use the published assessment probability. Each wager has p_hit, conviction, and posted"
      },
      {
        "name": "list_teams",
        "description": "List teams, paginated by id (after_id). Filter by sport, league, conference, division, country, active status, or name (q, partial match). Returns each team's id, slug, name, city, conference/division, venue, and image_url (Lumify media URL, null until ingest). Use get_team for full detail on one id once resolved here."
      },
      {
        "name": "search_players",
        "description": "Search players by name, sport, country, ranking, or active status, paginated by id (after_id). Returns the same identity object on every sport (null means unknown, not wrong sport). Tennis standings nest under rankings.{singles, points}; rankings is null on every other sport. Use get_player for full detail on one id, or get_player_events for a player's schedule/results."
      },
      {
        "name": "get_team",
        "description": "Get a single team profile with its home venue. Raises a not-found error if team_id doesn't exist. Resolve ids via list_teams."
      },
      {
        "name": "get_player",
        "description": "Get a single player identity profile: name, sport, country, position/handedness, physical stats, current team, rankings (tennis {singles, points}; null on every other sport), and image_url (Lumify media URL, null until the sport's headshot/enrichment job). Raises a not-found error if player_id doesn't exist. Resolve ids via search_players."
      },
      {
        "name": "get_player_events",
        "description": "List a player's events (schedule/results), paginated by id (after_id). Defaults to ±30 days around today when no date filter is given. Resolve player_id via search_players first."
      },
      {
        "name": "list_seasons",
        "description": "List seasons per sport/league. By default returns only currently active seasons; pass current_only=false to include historical seasons. Optionally filter by sport. Returns each season's id, year, phase, start/end dates, and whether it is_current. Use list_sports for just each sport's current season."
      },
      {
        "name": "estimate_cost",
        "description": "Estimate the credit cost of one or more planned tool calls before making them — no credits are spent. Costs are data-dependent (e.g. odds/intelligence/splits not yet ingested for an event are free, and batch_get_events ids that don't exist cost nothing), so this returns a [min_credits, max_credits] range per call rather than a single number. Pass the exact tool name and arguments you're considering, e.g. {\"tool\": \"get_event\", \"arguments\": {\"event_id\": 123, \"include_odds\": true}}."
      },
      {
        "name": "resolve_player",
        "description": "Resolve messy sports player names to a Lumify player_id using sport, team, or event clues. Prefer this before grade_slip when the name is a fragment, initial, or nickname. Returns ambiguous instead of guessing — never auto-pick candidates[0]. A sport-scoped key binds the in-scope side of a collision and returns not_found when every hit is out of scope. Does not grade props."
      }
    ],
    "profiled_at": "2026-09-25T11:01:48.003Z"
  },
  "unreachable": false,
  "payment_method": "open"
}