MCP serverio.github.ddevetak/footballcharts-mcp

What football-charts.com covers (93 leagues incl. lower divisions), what it does NOT hold (live scores, players, odds), how league keys and season strings work, how to phrase model

Upcoming matches of one league, earliest first: kick-off date and time, teams, a slug, and the model's calibrated probabilities (home/away, over/under ladders, both teams to score,

Goals per 15-minute bin (0-15 … 90+) for every team in a league season, each with peak_bins (the bin or bins with most goals — ties are listed; report a tie as a tie), late_share_p

Standings for one league season: one row per team with position, played, W/D/L, goals, points, last-five form, plus expected points and a luck category (how far results run ahead o

One match in full: the complete model probability block (calibrated and raw, all markets), team ratings, first-goal-time histograms for both sides (fgt_h, fgt_a), recent form, and

Finished matches of one league season, one row per match: date, teams, full-time and half-time score, first-goal minute, goalless flag. Rows are in chronological order, earliest fi

How one league's CURRENT season is projected to finish: 10,000 Monte Carlo simulations refreshed daily, per team the title, top-four and relegation (bottom3) probabilities, points

Everything held on one team in one league season: its table row (with luck and expected points), the full match log (date, opponent, venue H/A, score, half-time score, first-goal m

The public calibration record: every model probability published before kick-off and scored after the result — count, hit rate, Brier score and reliability buckets (predicted proba

Every league this source covers — 93 across 42 countries — with country, league key, display name and the seasons available, newest first. No parameters. Call first in any workflow