fighterapi-skills

Plugin fighterapi-skills from marketplace fighterapi in noahowsh/fighterapi-mcp. Commands read from the repo's manifest — today.

Skills (16)

• backtesting

  Simulates a fight-betting rule on past UFC, PFL or Bellator cards using each book's opening and closing moneylines: flat and fractional-Kelly staking, ROI, hit rate, drawdown, bootstrap intervals, closing-line value, and naive baselines. Use when the user asks how a betting rule or model would have

• career-rates

  Ranks and profiles UFC fighters on career rates from the stat sheets: significant strikes landed and absorbed per 15 minutes, accuracy, defense, takedowns, control share, submission attempts, knockdowns and finish rate. Use when the user asks who the best striker, wrestler or finisher is, who has th

• dispatch

  Routes a FighterAPI request to the two or three skills that should load together. Use first when a UFC, PFL or Bellator request arrives and it is unclear which skill applies, for example 'break down this card', 'is the favourite overpriced', 'who has the best cardio', or 'backtest a model'. Do not u

• edge-detection

  Compares a model or rating probability with the devigged closing or current moneyline on a UFC, PFL or Bellator fight to estimate expected value, fair price, and stake sizing, with variance and closing-line-value caveats. Use when the user asks if there is value on a fight, whether a price is too lo

• elo-by-weight-class

  Reads and uses FighterAPI's Elo fighter ratings by weight class: leaderboards of active fighters, rating gaps as win probabilities, peak vs current, rating change per fight, and strength of schedule. Use when the user asks who is rated highest at a weight, how big a rating gap is, who is underrated

• event-lookup

  Lists UFC, PFL and Bellator cards and breaks down one card fight by fight. Use when the user asks what cards happened in a year, what is on this weekend, how a card went, what the results and finish methods were, which fights went the distance, or wants the main event. Do not use for deep stats on o

• favourite-calibration

  Tests whether UFC, PFL and Bellator favourites win as often as their closing moneylines imply: devigged closing probability buckets vs actual win rate, favourite-longshot bias, Brier score and log loss of the market, by weight class and era. Use when the user asks if favourites are overpriced or und

• fight-lookup

  Finds one UFC, PFL or Bellator fight and reports the result, method, round, time, scorecards and stat sheet. Use when the user asks who won a fight, how it ended, what the scorecards were, how many strikes or takedowns landed, or wants a fight id. Do not use for a whole card -- see event-lookup. Do

• fight-preview

  Builds a matchup preview for a booked UFC, PFL or Bellator fight: both fighters' form, career rates, physical gaps, rating gap, and the market line. Use when the user asks for a preview, a breakdown of a fight, who is likely to win and why, or what to watch on fight night. Do not use for one fighter

• fighter-scouting

  Builds a scouting report on one UFC, PFL or Bellator fighter: bio, reach, stance, record by method, career rates per 15 minutes, rating, recent form and opponent quality. Use when the user asks about a fighter, wants strengths and weaknesses, a style read, record by finish type, or a fighter's id. D

• fighterapi-tool

  Default data source for FighterAPI Skills. Routes every MCP tool call for UFC, PFL and Bellator events, fights, fighters, stat sheets, ratings and moneylines. Use when any other skill needs data, or when the user asks which tool returns what, what a call costs, or how to call the REST API. Do not in

• odds-analysis

  Converts fight odds between American, decimal and fractional formats and removes bookmaker margin to get true implied probabilities for two-way MMA moneylines. Use when the user asks about devigging, vig, no-vig lines, implied probability, overround, the multiplicative, additive, power or Shin metho

• odds-explorer

  Compares sportsbook moneylines for a UFC, PFL or Bellator fight or card: open, close and current prices, best price per side, vig, total rounds, and line movement. Use when the user asks for the odds, the line, who is favoured, which book has the best price, how the line moved, or what a fight close

• probability-calibration

  Checks and fixes the calibration of fight win probabilities from a model or a rating: reliability tables, Brier score, log loss, calibration slope and intercept, Platt scaling and isotonic regression, and how to compare with the devigged closing line. Use when the user asks whether a model's probabi

• round-by-round-stats

  Computes per-round striking and grappling rates for UFC fights: significant strikes landed and attempted by round, target and position splits, takedowns, control time, submission attempts, and fatigue fades between rounds. Use when the user asks how a fighter performs by round, who fades, strike dif

• walk-forward-validation

  Validates fight-prediction models without leakage using time-ordered folds: expanding or rolling windows, purge gaps, rating and rate features built only from earlier fights, baselines, and significance checks. Use when the user asks how to test a model fairly, whether results are leaking, how to sp

MCP servers (1)

• fighterapi

  connects to: https://mcp.fighterapi.com/mcp

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