io.github.Jorgeperez0825/v12-dfs

Tools

• admin_issue_key

  Issue Key Idempotently issue a user's API key and ALWAYS return the paste-able connect block. Returns the email's existing active key (or mints one) so a user keeps a single key across dashboard reloads; with rotate=true, revokes the existing keys and mints a fresh one. Admin-gated — the dashboard's per-user provision route (which verifies the user's Firebase token) calls this server-side, never the browser. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **Example Response:** ```json { "api_key": "Api Key", "tier": "Tier", "limits": {} } ``` **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• agent_guide

  Agent Guide Self-serve onboarding: connect any agent (Claude/MCP or REST) to drive the V12 motor, the same engine the dashboard agent uses. No auth. Returns copy-paste MCP + REST config with a PLACEHOLDER key, the endpoint map, and the generate body fields. Operators: issue each user their OWN key via POST /v1/admin/create-key — never share one key. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json

  shallow
• betting_agent_guide

  Betting Agent Guide How any agent uses the MLB betting tools + how to read the output. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json

  shallow
• betting_analyze_prop

  Analyze Prop Model a single player's prop vs tonight's FanDuel line -> edge. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_best_bets

  Best Bets THE board sweep — scans EVERY main prop market (HR/RBI/hit/total_bases/ 2+hits/stolen_base) in one call and returns the top edges across all of them, not just home runs. Power props carry the Savant validation (CONFIRMED power ranked above neutral/noise). Use this for an open 'what's hot / best plays / what do you recommend tonight' so you NEVER conclude off a single-market scan. A SCREEN vs the vig line — validate with CLV; game-side value is separate (betting_sharp / betting_game_model). ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_build_parlay

  Build Parlay Deterministic parlay analysis for BOTH leg shapes. Body: {legs:[...], ticket_odds?}. PROP legs {name, prop, threshold} keep the legacy correlation-aware EV. GAME-side legs (ML / run line / total / team total / F5, selected by the `market` field) — the slips users actually paste — are priced from the CURRENT de-vigged market at that exact market/ line (canonical team resolution), falling back to the market-anchored run model for totals; per-leg fair prob + edge vs the slip's price, combined payout / breakeven / fair prob / EV under a documented independence assumption. Legs sharing a game are flagged correlated=true and get a correlation_warning INSTEAD of a combined edge. ticket_odds (the slip's printed combined price) is verified vs the leg product — >2% off flags ticket_odds_mismatch (the slip was misread; do not trust the numbers). NEVER estimate a parlay in prose — this endpoint is the math. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_cross_book

  Cross Book Cross-book value: FanDuel vs DraftKings (DK pulled via ESPN's public API, no key/WS). LINE_SHOP (the books hang different numbers — take the easier side) and PRICE_SHOP (better price, same line) are CONFIRMED edges, no model needed. Arbitrage is NOT auto-reported (needs over/under sides, which ESPN doesn't label). Overnight only pitcher_strikeouts overlaps; richer markets appear near game time. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_game_lines

  Game Lines GAME markets — moneyline / run total / run line for today's MLB games. This answers the 'quién gana / cuántas carreras / pronóstico Yankees vs Toronto' questions that player props CAN'T (V12 used to just refuse them). Optional team filter ('Yankees', 'NYY'). MARKET data from ESPN's public scoreboard, surfaced as-is — V12 has NO game-outcome model, so this is the book's own number, never a fabricated prediction. A book may not have posted a game yet (fields null) — say so, don't invent a line. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_game_model

  Game Model MODEL the GAME run markets — TEAM TOTALS (over/under) and NRFI/YRFI — vs the FanDuel line, MARKET-ANCHORED: expected_runs = the book's de-vigged implied mean + 0.25×(structural model − book), and every edge is computed vs the FAIR (de-vigged) probability, never the raw vig price. The structural inputs (season runs/game, opposing STARTER + BULLPEN run factors, park; negative-binomial tails) supply only the tilt. Entries with anchored=false / model_only=true carry edge=null — present them as context, NEVER as value. A SCREEN vs the market, not a lock — validate with CLV. For raw lines on every market use betting_market. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_log_bet

  Log Bet Record a bet you placed (per user) so we can track P&L + CLV over time. Body: {uid, market, selection, odds (American), stake, line?, prop?, team?, game?, book?}. Append-only — this is the evidence base that PROVES edge. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_market

  Market FULL FanDuel market board for a team's game — EVERY market with real odds + de-vig fair price, so NO market question goes unanswered. Game lines (ML / total / run line), FIRST 5 INNINGS (F5), TEAM TOTALS, NRFI/YRFI, alternate lines, AND the full player-prop menu (HR / 2+ HR / hit / 2+ hits / RBI / 2+ RBI / run / single / double / triple / total bases / stolen base / K). The book's market surfaced as-is (no model). For our model edge on a prop, follow up with betting_analyze_prop. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_market_movers

  Market Movers MARKET pattern (not model opinion): how FanDuel lines MOVED today, from the captured snapshots. A line that shortened = money coming in (sharp/news); a drift = money off. This is the 'obvious opportunity' signal — market-confirmed, independent of our unproven model. Needs accumulated capture; thin → thin. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_matchup

  Matchup GROUNDING — the real game for a team today: probable pitchers + the POSTED lineup (ACTUAL player names from MLB statsapi) + the market line + the CONTEXT a pro reasons with: home-plate UMPIRE (strike zone → totals/Ks), the INJURY report (who's OUT / Day-To-Day), and BULLPEN health (ERA / blown saves). Call this BEFORE naming any player or discussing a game. Name ONLY the players this returns — never a roster from memory (that is how the agent ends up naming players who aren't on the team). ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_my_bets

  My Bets A user's bet history + P&L / CLV summary. avg_clv_pct > 0 over time = you're beating the closing line = real edge (the only durable proof). ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_player_form

  Player Form Streak / splits / recent form for any player ('racha de X'). ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_scan_edges

  Scan Edges Tonight's prop board ranked by model edge (VALUE first). ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_settle_bet

  Settle Bet Settle a logged bet. Body: {uid, bet_id, result: won|lost|push, closing_odds?}. closing_odds lets us compute CLV (did you beat the close). ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• betting_sharp

  Sharp SHARP value — FanDuel vs PINNACLE (the sharpest book, ~2% hold). Pinnacle's de-vigged line ≈ TRUE probability, so this is the most reliable value signal in the kit, NO model needed: edge_vs_sharp = FD's price minus the sharp's true prob; POSITIVE means FanDuel pays MORE than fair (real value vs the market). Plus total line-shop. Pinnacle only lists UPCOMING games (gone once started). ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• contest_advice

  Contest Advice Advice for a concrete contest name. Resolves the name against the LIVE lobby FIRST so a real live contest is never reported missing (the curated registry is only a subset — that was the "$800 Wed MLB Home Run no existe" bug), then layers registry strategy advice on top when a template matches. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• contest_semaforo

  Contest Semaforo VIP-only: per-contest play/skip verdict from the owner's verified P&L bands + structure gates + rake/fill math. See core/data/contest_semaforo. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• fill_template

  Fill Template Fill a downloaded FanDuel/DK entries-template with already-generated lineups WITHOUT re-running the optimizer — the MCP-callable equivalent of the dashboard's fill_template. Keeps each entry row's leading columns (entry_id, contest_id, fee) and replaces the roster-slot columns with a lineup's upload tokens, cycling lineups if there are more entry rows than lineups. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• generate_lineups

  Generate Lineups ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **Example Response:** ```json { "status": "Status", "generated_at": "Generated At", "warnings": [], "exposures": {}, "lineups": [] } ``` **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• get_slate_players

  Get Slate Players Endpoint Get the V12 player pool for a specific slate ID. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• health_check

  Health ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **Example Response:** ```json { "status": "Status", "version": "Version", "timestamp": "Timestamp" } ```

  shallow
• health_v12

  Health V12 Deep health check for the V12 pipeline. Surfaces: - last nightly regression run (pass/fail + per-slate deltas) - regression baseline metadata - recent preflight blockers (if any cached) No auth required — monitoring endpoint. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json

  shallow
• list_contests

  Contest Registry List contest strategy registry entries for agents and the dashboard. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• list_live_contests

  Live Contests Return latest V12 contest context without backend identifiers. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• list_presets

  Get Presets List the available strategy presets (gpp_pro_pattern, gpp_sniper, gpp_balanced, gpp_volume, cash_grinder, gpp_contrarian, gpp_mass_entry) with their configurations. No auth required. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• list_slates

  Get Slates List available V12 slates for today. Returns slate IDs, game counts, and lock times. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• run_mlb_postmortem

  Run Mlb Postmortem ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **Example Response:** ```json { "status": "Status", "generated_at": "Generated At", "date": "Date", "game_id": "Game Id", "entries": 1, "field_lineups": 1, "training_rows": 1, "missing_sources": [ "string" ], "results": {}, "history_validation": {}, "field": {}, "diagnostics": {}, "simulator_feed": {}, "warnings": [ "string" ] } ``` **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• scout_field

  Scout Field VIP-only (owner order 8/16): opponent-scouting profiles for the small single-entry band. The owner's $65 table runs the SAME regulars nightly; this returns each regular's fingerprint — days seen, avg score, chalkiness (overlap with field consensus), favorite pitchers/bats and head-to-head vs the owner — built from harvested full fields (brain/scout_profiles.json, refreshed by the local scouting pipeline; packaged snapshot as fallback so the endpoint never 500s on a fresh volume). Same fail-closed allowlist as the semaforo. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• slate_diff

  Slate Diff Compute what changed since a previously-stored snapshot. Body shape: { "slate_id": 32867, "date": "2026-05-11", "sport": "NBA", "site": "FD", "previous": { "v": "v1", "players": [{"id","name","status","salary","proj"}, ...], "odds": [{"game","ou","spread","home_ml","away_ml"}, ...] } } Returns a structured diff: which players changed status / salary / projection, which games moved spread or O/U, which players were added or removed from the pool. The thresholds for "changed": - status: any non-empty difference (Q→OUT, ''→OUT, GTD→IN, etc.) - salary: any integer delta - projection: |delta| >= 0.5 fantasy points - odds spread: |delta| >= 0.5 - odds ou: |delta| >= 0.5 - odds ml: |delta| >= 10 (American odds noise floor) No auth required — read-only computation off in-memory current snapshot plus the caller-supplied previous one. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• slate_health

  Slate Health Pre-flight diagnostic for a slate. Returns whether odds, projections, matchup, and FD master-session are ready BEFORE the agent invokes /v1/generate. Either slate_id or date is required. When slate_id is given, the slate metadata is also returned (games list, lock times). When only date is given, the data-pillar checks still run but game coverage cannot be computed (returned as null). READING THE PROJECTION FRESHNESS (MLB especially): `stokastic.age_min` is the age of the cached snapshot FILE, NOT a data-quality signal. For MLB the cache is refreshed only twice a day, so mid-afternoon it routinely reads several hours old AND THAT IS FINE — a user-facing generate fetches projections LIVE (refresh_data=true), and `stokastic.generate_fetches_live=true` flags this. A stale `age_min` with a loaded, populated pool is NOT "projections broken / aces at 0 / no edge": probable pitchers are set days ahead (non-zero), and only confirmed BATTING lineups firm up ~1-2h before lock. Do NOT treat a stale cache age as a blocker or tell the user to wait/re-refresh — check the actual pool (get_slate_players) for non-zero pitcher projections instead. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow
• slate_refresh

  Slate Refresh Re-fetch projections + odds + slate metadata for a date. Writes to the configured store (Supabase in prod). Returns a summary dict (date, slate_id, n_games, n_players, n_upserted, n_odds, backend). Auth: requires X-API-Key OR X-Internal-Secret (cron use). This is a write op that costs one Stokastic + one ESPN API call. ### Responses: **200**: Successful Response (Success Response) Content-Type: application/json **422**: Validation Error Content-Type: application/json **Example Response:** ```json { "detail": [ { "loc": [], "msg": "Message", "type": "Error Type", "ctx": {} } ] } ```

  shallow

Embed this server’s score

Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.

[![Vouch score](https://vouch.tools/api/servers/07c2862b-4b20-4ce0-8cbb-80a9766cea97/badge.svg)](https://vouch.tools/servers/07c2862b-4b20-4ce0-8cbb-80a9766cea97)