# quant MCP server Quant tools + an NFL fantasy draft assistant for AI agents — Kalshi & Polymarket EV, edge, ADP. ## Links - Registry page: https://www.getdrio.com/mcp/com-predictionmarketspicks-quant - Repository: https://github.com/predictionmarketspicks/mcp - Website: https://predictionmarketspicks.com/mcp ## Install - Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - Auth: Not captured ## Setup notes - Remote endpoint: https://predictionmarketspicks.com/api/mcp/mcp ## Tools - calculate_ev (Calculate EV Edge) - Calculate the expected-value edge on a Kalshi or Polymarket prediction-market contract. Given the current market price (in cents, i.e. the implied probability) and your own probability estimate, returns the % edge and a BUY / SELL / SKIP signal with a plain-English read. Use for "is this contract mispriced", "what is my edge", "should I take this position". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - kelly_size (Kelly Position Size) - Compute the optimal Kelly position size for a prediction-market contract. Given your win probability, the market price (which sets the payout), your bankroll, and a Kelly fraction (full / half / quarter / eighth), returns the dollar stake and a risk rating. Use for "how much should I stake", "what is my position size", "Kelly sizing for this trade". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - bayes_update (Bayesian Probability Update) - Update a prior probability with one or more pieces of evidence using Bayes theorem. Given a prior and a list of evidence items (each with P(evidence | true) and P(evidence | false)), returns the posterior probability and the per-step chain. Use for "update my estimate with new information", "posterior probability", "how does this news change the odds". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - convert_probability (Convert Probability / Odds) - Convert between implied probability, American odds, and decimal odds. Give one value and its format and get all three back (American odds carry no commas, e.g. +441 or -200). Use for "what is +150 as a probability", "convert 62% to American odds", "decimal to implied odds". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - base_rate_gap (Base Rate Gap) - Compare a market price against the historical base rate for a class of events and get the gap in percentage points plus a signal and sample-size quality. Pass either a known base-rate id (one of: incumbent_reelected, fed_hold_unemp_below_4, fed_cut_cpi_above_3, recession_called_12mo, sp500_positive_year, bitcoin_above_100k_eoy, gdp_growth_above_2, cpi_above_3, senate_incumbent_wins_primary, vix_below_20_eoy, interest_rate_cut_next_meeting, major_sports_upset) or your own baseRateValue. Use for "how does this price compare to history", "is the market ignoring the base rate", "historical frequency vs market". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - combo_edge (Combo Edge Verdict) - Grade a same-game combo (parlay-style multi-leg position) on a prediction market against its fair value. Given each leg price in cents and your correlation-aware estimate of the true joint win probability, returns the fair-value ODDS BAND to grade a quote against. Pass offeredOdds — the price your platform actually quotes for the combo (Kalshi combo RFQ or an SGP product) — to get the expected-value %, a negative-correlation-trap flag, and a 7-tier verdict (SMASH / PLAY / LEAN / RISK / NO_VALUE / PASS / RUN). Without offeredOdds it returns fair value + band only (no verdict) — never grade EV off the product of the leg prices, which no venue pays. Use for "is this combo worth it", "grade my parlay quote", "same-game combo value". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - nfl_power_ratings (NFL Power Ratings (GER)) - The PredictionMarketsPicks NFL power ratings — the Gridiron Edge Rating (GER) for all 32 teams, a defense-adjusted power number expressed as expected points vs an average team, with each team's rank and tier. Free, no key. Use for "best NFL teams by power rating", "NFL power rankings 2026", "is Baltimore overrated", "how good is Kansas City", "NFL team ratings". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - nfl_win_probability (NFL Win Probability Calculator) - Turn an NFL point spread and game total into win probability, projected score, cover probability, and over/under probability — using the PredictionMarketsPicks scoring-margin model. Provide the spread (home-favored = negative, e.g. -6.5) and optional total, OR two team abbreviations to auto-derive the spread from the power ratings. Free, no key. Use for "NFL win probability from the spread", "what does a -7 spread mean", "who wins Chiefs vs 49ers", "NFL score prediction". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - find_arbitrage (Find Sports Arbitrage Gaps) - Scan for cross-platform price gaps between Kalshi and Polymarket on the same sports contract (NBA, NHL, MLB, World Cup). Returns each game where the two venues disagree on the implied probability, the gap in percentage points, the WATCH/ARB signal, and which venue is cheaper. Pro key required. Use for "where is the arbitrage", "cross-platform price gaps", "Kalshi vs Polymarket mispricing". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - market_pulse (Market Pulse — Macro) - The US macro-health composite (0–100) and regime plus the six category scores (growth, labor, inflation, rates, liquidity, sentiment). Pro key required. Use for "how is the US economy", "macro regime", "risk-on or risk-off". (NFL edges moved to the dedicated nfl_edge tool.) Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - commodity_edge (Commodity Edge (Silver / Bitcoin)) - Get today's highest-conviction silver or bitcoin trade signal from the PMP edge model — the Kalshi weekly-silver (KXSILVERW) or twice-daily bitcoin (KXBTCD) strike with the largest model edge, as a trade ticket: entry side and price, resolve criterion, model probability, edge in percentage points, confidence tier, and quarter-Kelly sizing. Pro key required. Use for "silver edge today", "bitcoin trade signal", "is there a commodity edge". Pass tickers[] to check specific Kalshi markets — e.g. paste your Kalshi Pro screener watchlist (returns the signal only if it matches the strike PMP is modeling). Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - scan_mispricings (Scan Mispricings) - Scan Polymarket contracts for mispricings against the PMP model (a probability swarm). Returns each market where the model disagrees with the price, the direction to take, the edge in percentage points, and quarter-Kelly sizing, sorted by absolute edge. Pro key required. Use for "where is the edge today", "mispriced markets", "what should I trade". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - edge_alerts (Edge Alerts (weather / commodity / mispricing)) - Read the edge alerts our models generate on Kalshi — weather, bitcoin/silver/gold/oil, and mispricings — as a live feed. Each alert carries feed, tier (SPECULATIVE/MODERATE/STRONG), side, price in cents, model probability, edge in percentage points, and a Kalshi market link. A Pro key returns the feed in real time; without a key you get the same feed delayed 24 hours with the thesis stripped. Every subscriber receives the identical, impersonal feed at the same time — the signals are not tailored to any individual. Filters (feed, min_tier, since) SELECT which alerts you see; they never change the signal content. Use for "any edge on Kalshi", "weather trade signals", "latest mispricings". Impersonal market analysis for informational purposes only, not investment advice. Trade responsibly. Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - nfl_edge (NFL Edge (model vs Kalshi)) - Where the PredictionMarketsPicks NFL model disagrees with live Kalshi prices — the actionable edge across every NFL market: game moneylines this week, season win-total futures, MVP, and championship (playoff / conference / Super Bowl) odds. Returns model probability, Kalshi price, edge in percentage points, and the side, biggest edges first. Pro key required. Use for "which NFL games are mispriced on Kalshi", "NFL win total edges", "NFL MVP value", "Super Bowl odds edge", "NFL prediction market picks". Pass tickers[] to check specific Kalshi markets — e.g. paste your Kalshi Pro screener watchlist (applies to the futures / mvp / championship markets, which are ticker-addressable). Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - nfl_prop_edge (NFL Player Prop Edge (model vs Kalshi)) - NFL player-prop edges — the PredictionMarketsPicks projection vs the Kalshi prop line for passing yards, rushing yards, receiving yards, receptions, and anytime touchdown. Returns the model projection, model probability, Kalshi price, edge, and side. Live in-season (opens NFL Week 1). Pro key required. Use for "NFL player prop edges", "best NFL props today", "passing yards over under", "receiving yards prop value". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - draft_board (Fantasy Draft Board) - The PredictionMarketsPicks 2026 fantasy football draft board (standard, half-PPR or full-PPR) — every player ranked, blending our projection model with consensus ADP, showing projected points, ADP, draft round, and a SLEEPER / BUST value flag. Filter by position (QB/RB/WR/TE/FLEX). Free without a key (top 12 of the board). A free key unlocks the top 50; Pro unlocks the full board and every scoring format. Use for "fantasy football rankings 2026", "who are the top RBs", "draft board", "best available by position". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - best_available (Best Available (Draft)) - Given the current pick number and the players already drafted, return the best players still on the board (2026, any scoring format), each with projection, ADP, and a value flag, plus the biggest model value available. Free without a key (top 3). A free key unlocks the top 10; Pro unlocks the full list with roster-need weighting. Prefer this mid-draft when the user asks "who is the best available", "who should I take next", "best player left". Input: pick_number, drafted (names already gone). Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - player_outlook (Player Draft Outlook) - A single player's 2026 fantasy outlook (standard, half-PPR or full-PPR): projected points and per-game, floor/ceiling range, boom/bust odds, consensus ADP and draft round, our positional rank, and whether the model tags him a SLEEPER or a BUST vs the market, with a one-line thesis. Free, no key. Use for "is a sleeper", " fantasy outlook 2026", "should I draft ", " projection". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - compare_players (Compare Players (Draft)) - Compare 2–4 players side by side for a 2026 fantasy draft (standard, half-PPR or full-PPR) — projection, floor/ceiling, ADP, draft round, and value flag — and get a pick recommendation plus which one is the best market value. Free, no key. Use for " or in fantasy", "who should I draft, or ", "compare and ", "start/draft vs ". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - sleepers_and_busts (Sleepers & Busts) - The biggest gaps between the PredictionMarketsPicks model and consensus ADP for 2026 (standard, half-PPR or full-PPR): SLEEPERS the model ranks well above their draft cost, and BUSTS it ranks below. Filter by position or draft round. Free without a key (3 sleepers + 3 busts). A free key unlocks 10 of each; Pro unlocks the full board. Use for "fantasy sleepers 2026", "draft busts to avoid", "undervalued players", "overrated fantasy players", "late-round sleepers". Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - who_do_i_draft (Who Do I Draft?) - Recommend the single best player to draft right now given the roster already on the user's team and their pick number, weighing positional need against the best value available (2026, any scoring format). The pick itself is always free, no key. A free key adds 2 alternatives; Pro adds the full reasoning. Prefer this mid-draft when the user asks "who should I take", "who do I draft", "what do I need". Input: roster (names on their team), pick_number. Returns one pick + a one-line reason. Endpoint: https://predictionmarketspicks.com/api/mcp/mcp - adp_market_gaps (ADP Market Gaps) - Find the 2026 fantasy players whose Average Draft Position swings most between platforms — consensus vs ESPN, Sleeper, Yahoo, Underdog, etc. A wide gap (e.g. "consensus RB18 but ESPN drafts him RB30") is a platform-specific value: grab him where he goes latest. Free without a key (top 5). A free key unlocks the top 25; Pro unlocks the full per-platform breakdown. Use for "ADP differences by platform", "where is a player cheapest", "ADP arbitrage", "who falls on ESPN vs Sleeper". Filter by position (QB/RB/WR/TE/FLEX). Endpoint: https://predictionmarketspicks.com/api/mcp/mcp ## Resources - ui://combo-edge/card.html - Combo Edge Card MIME type: text/html+mcp - ui://pmp/unlock/card.html - Unlock the full board MIME type: text/html+mcp ## Prompts Not captured ## Metadata - Owner: com.predictionmarketspicks - Version: 1.8.0 - Runtime: Streamable Http - Transports: HTTP - License: Not captured - Language: Not captured - Stars: Not captured - Updated: Jul 27, 2026 - Source: https://registry.modelcontextprotocol.io