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Most reliable sports AI agent tools

As of the latest check, Glimind tracks 66 sports AI agent (MCP) tools, of which 17 are healthy right now. The table below ranks them live-first by real-time reliability.

toolstatuswhat it does
captain_options
com.fplcat/fpl-cat
healthyUse this when the user asks who to captain in Fantasy Premier League: 'who should I captain?', 'best captain for GW7?', 'Haaland or Saka foralternatives
mlb_statcast_arm_strength_player
net.crawlora/crawlora-mcp
healthyFetch individual Baseball Savant Arm Strength throw records for a player ID and season, or across all years. Use mlb_statcast_arm_strength talternatives
get_current_standings
io.github.pipeworx-io/f1
healthyCheck current F1 driver championship standings. Returns position, points, wins, driver name, and constructor for all drivers.alternatives
nba_injury_impact
com.predictionmarketspicks/quant
healthyUse for "Embiid's out tonight — who benefits?" and "who's out in the NBA today". Today's NBA absences from the official injury report, and falternatives
player_projection
com.fplcat/fpl-cat
healthyUse this when the user asks about one to three Fantasy Premier League players: 'how many points will Saka get?', 'is Palmer worth buying?', alternatives
best_team
com.fplcat/fpl-cat
healthyUse this when the user wants the best Fantasy Premier League squad from scratch: 'best team for £100m', 'wildcard team', 'free hit team for alternatives
set_piece_takers
com.fplcat/fpl-cat
healthyUse this when the user asks who takes penalties, corners or free kicks for a Premier League club: 'who's on pens for Chelsea?', 'Arsenal setalternatives
deadline
com.fplcat/fpl-cat
healthyUse this when the user asks when the Fantasy Premier League deadline is: 'when's the deadline?', 'how long until GW7?', 'what gameweek is italternatives
injuries
com.fplcat/fpl-cat
healthyUse this when the user asks who is injured, doubtful or suspended in Fantasy Premier League, for one club or all: 'Arsenal injuries', 'is Saalternatives
price_changes
com.fplcat/fpl-cat
healthyUse this when the user asks about Fantasy Premier League price rises and falls: 'who's rising tonight?', 'will Saka drop in price?', 'price alternatives
rate_team
com.fplcat/fpl-cat
healthyUse this when the user wants their Fantasy Premier League team rated or reviewed, or asks what to change: 'rate my team', 'how good is my tealternatives
my_team
com.fplcat/fpl-cat
healthyUse this when the user asks who to start, who to bench or who to captain in their own Fantasy Premier League team this gameweek: 'who shouldalternatives
calculate_running_pace
com.tttkmbb/calcgrid
healthyUse this when you know a distance and the time it took (or a target time) and need the pace, the equivalent speed, or the time that pace givalternatives
get_props
io.github.paperandbeyond23-gif/propzapi
healthyGet player props for upcoming games (the premium market). Requires a league so a single call can't fan out an expensive props pull across evalternatives
hsh-cricket-chase-winprob
io.github.hshintelligence/data-on-demand
healthyWin probability for the side chasing in a men's T20, from the match state you send. On 106 men's T20 internationals played after all its traalternatives
get_my_team
com.fplcopilot/fpl-copilot
healthyUse this for start, bench and captain questions about an FPL manager's own squad: each player's FPL Copilot expected points for the next gamalternatives
get_deadline
com.fplcopilot/fpl-copilot
healthyUse this for the next Fantasy Premier League deadline time and gameweek.alternatives
get_current_goals_races_results
run.stas/stas
authRead the athlete's current bounded goals, races, and results with stable public IDs. This is current state only: it does not sync, match, coalternatives
football-intel__get_matches_by_date_range
io.github.leonidahqadmin-cell/to1-fleet
unknown[football-intel] Fetch all football matches (across all competitions football-data.org covers) scheduled or played between two dates. Returnalternatives
yahoo_lineup_optimize
jweingardt12/baseclaw
unknownOptimize daily lineup via ILP solver (globally optimal player-to-slot assignment with greedy fallback).alternatives
list_matches
jsvirtane/Tulospalvelu MCP
unknownList matches.alternatives
get_match
jsvirtane/Tulospalvelu MCP
unknownGet match details.alternatives
list_teams
jsvirtane/Tulospalvelu MCP
unknownList teams.alternatives
get_team
jsvirtane/Tulospalvelu MCP
unknownGet team details.alternatives
check_il
LaggySon/bbagent
unknownChecks IL slots for eligible players and recommends moves.alternatives
optimize_lineup
LaggySon/bbagent
unknownOptimizes the active lineup based on projections and scouting.alternatives
get_event
lumifyai/Lumify Sports Intelligence
unknownGet detailed event info including odds and intelligence.alternatives
list_odds
lumifyai/Lumify Sports Intelligence
unknownList odds for a given event or sport.alternatives
list_sports
lumifyai/Lumify Sports Intelligence
unknownList all supported sports and their IDs.alternatives
get_sport
lumifyai/Lumify Sports Intelligence
unknownGet details for a specific sport by ID.alternatives
list_events
lumifyai/Lumify Sports Intelligence
unknownList events with optional filters (sport, status, date range).alternatives
set_standings
@semanticintent/semantic-chirp-intelligence-mcp
unknownPaste league standings for league context.alternatives
get_team_roster
@semanticintent/semantic-chirp-intelligence-mcp
unknownYour roster with live NHL club, position, season stats and games this week.alternatives
get_league_standings
@semanticintent/semantic-chirp-intelligence-mcp
unknownThe standings you pasted.alternatives
search_players
@semanticintent/semantic-chirp-intelligence-mcp
unknownSearch all 1,200+ NHL players by position, ranked by production.alternatives
get_drivers_championship
io.github.andrequeiroz2/mcp-sport
unknownDrivers standings (beta)alternatives
get_teams_championship
io.github.andrequeiroz2/mcp-sport
unknownTeams standings (beta)alternatives
sportmonks_livescores
pipeworx-io/mcp-sportmonks
unknownLive in-play soccer matches now — current minute, state, teams, and running score.alternatives
list_sports
io.github.mrfentmen/theoddsapi-mcp
unknownSports and leagues with API keys (soccer_epl, americanfootball_nfl...).alternatives
game_odds
io.github.mrfentmen/theoddsapi-mcp
unknownUpcoming games with bookmaker moneyline odds.alternatives
batter_velo_band
SNGCHN/kbo-local
unknown빠른 공 상대 성적 (간접 지표)alternatives
sportmonks_fixtures_by_date
pipeworx-io/mcp-sportmonks
unknownSoccer fixtures on a date — every match scheduled/played on a given day with teams and scores.alternatives
sportmonks_predictions
pipeworx-io/mcp-sportmonks
unknownWin/draw/loss prediction for a fixture — Sportmonks model probabilities for home win, draw, and away win.alternatives
sportmonks_fixture
pipeworx-io/mcp-sportmonks
unknownMatch details + stats for a soccer fixture: score, participants (teams), statistics, and events.alternatives
get_player_stats
@semanticintent/semantic-chirp-intelligence-mcp
unknownFull stats for any player — by name, not an internal id.alternatives
get_games_in_hand
@semanticintent/semantic-chirp-intelligence-mcp
unknownSchedule-advantage analysis, you vs. your opponent.alternatives
get_streaming_recommendations
@semanticintent/semantic-chirp-intelligence-mcp
unknownSchedule-aware pickup candidates.alternatives
yahoo_get_league_standings
brettadams0/yahoo-fantasy-mcp
unknownCurrent standings with W/L/T and pointsalternatives
yahoo_get_league_transactions
brettadams0/yahoo-fantasy-mcp
unknownAdds, drops, and tradesalternatives
yahoo_get_league_settings
brettadams0/yahoo-fantasy-mcp
unknownScoring rules, roster slots, league configurationalternatives
yahoo_season_pace
jweingardt12/baseclaw
unknownProjected season pace, playoff probability, and magic numbers.alternatives
tennis-matches-odds-form
101NUTS/perchdata-mcp
unknownATP and WTA matches for a day with opening and current odds from 15+ bookmakers, rankings, last-10 form, surface record, head-to-head.alternatives
yahoo_category_check
jweingardt12/baseclaw
unknownYour rank in each stat category vs the league.alternatives
yahoo_injury_report
jweingardt12/baseclaw
unknownCheck roster for injured players and suggest IL moves.alternatives
yahoo_pending_trades
jweingardt12/baseclaw
unknownView all pending incoming and outgoing trade proposals.alternatives
yahoo_propose_trade
jweingardt12/baseclaw
unknownPropose a trade to another team.alternatives
yahoo_accept_trade
jweingardt12/baseclaw
unknownAccept a pending trade.alternatives
yahoo_reject_trade
jweingardt12/baseclaw
unknownReject a pending trade.alternatives
yahoo_whats_new
jweingardt12/baseclaw
unknownDigest of injuries, pending trades, league activity, trending pickups, prospect call-ups.alternatives
get_matchup
vbudhram/sleeper-mcp
unknownMy lineup and opponent's lineup for a week with projections and pointsalternatives
get_standings
vbudhram/sleeper-mcp
unknownStandings sorted by wins then points with team and manager namesalternatives
get_schedule
vbudhram/sleeper-mcp
unknownNFL games for a week with date, status, and bye teamsalternatives
resolve_players
vbudhram/sleeper-mcp
unknownMap player IDs to Name POS-TEAMalternatives
get_all_leagues_summary
vbudhram/sleeper-mcp
unknownA context for every configured leaguealternatives
set_roster
@semanticintent/semantic-chirp-intelligence-mcp
unknownPaste your roster. Names resolve against live NHL rosters; team and position fill themselves in.alternatives
set_opponent_roster
@semanticintent/semantic-chirp-intelligence-mcp
unknownPaste your weekly opponent, enabling head-to-head analysis.alternatives

FAQ

What are the most reliable sports MCP tools right now?

As of the latest check, Glimind tracks 66 sports AI agent (MCP) tools, of which 17 are healthy right now. The table below ranks them live-first by real-time reliability. Glimind rates each neutrally (0–100) from safe liveness probes plus privacy-clean real-usage outcomes — see each tool's live page for its current score and a working alternative if it's down.

How does Glimind rank sports tools?

Ranked live-first by current verdict (healthy → degraded → down), then by the neutral reliability score. Glimind sells no tools, so the ranking is unconflicted.

What if a sports tool I need is down?

Every tool here links to its live alternatives — capability-matched substitutes that are healthy now. Or query https://glimind.com/v1/alternatives/{toolId}.

Live data via MCP/REST. Neutral ratings — Glimind only measures.