Prediction Markets Quant

com.predictionmarketspicks由 predictionmarketspicks.com 發布官方發布者v1.30.1更新於 Nov 7, 2026

Independent quant layer: fee-adjusted edge, Kelly, combos, best price: Kalshi, Polymarket US, Novig

發布方自己的服務:Fantasy Football MCP — Draft, Start/Sit, Waivers

已驗證Streamable HTTP可網頁執行金融資料與分析AI 與機器學習

概覽

AI 產生的概覽

面向 Kalshi 與 Polymarket 預測市場的託管量化工具:扣手續費後的優勢、凱利部位、跨平台價差與即時行情看板。

可以做什麼
  • 執行無狀態計算器:期望值優勢、凱利部位、貝氏更新、機率與賠率換算、基準率落差與組合評分。
  • 讀取 Kalshi 即時行情:聯準會利率機率、15 分鐘加密與商品視窗、永續合約及清算估算、每日最高氣溫合約。
  • 比較各平台價格:某合約扣費後最便宜的價格,以及 Kalshi 與 Polymarket 之間的跨平台套利價差。
  • 查看政治類市場:2026 年參議院席次圖,以及個別參議院、州長或眾議院選區的賠率。
  • 查看體育類市場:NFL 實力評分、勝率、階梯定價、NFL 與 NBA 的球員與比賽盤口、NHL 優勢,以及各引擎的評分戰績。
  • 解釋模型對某場比賽、某個球員盤口或階梯的判斷依據,並依期望值結果計算部位。
適用情境
適合讓助理用即時工具回傳的數字而非估算來回答預測市場價格、優勢與部位問題,或比較同一合約在 Kalshi 與 Polymarket 上的定價。
執行需求
遠端 Streamable HTTP 端點,無需安裝。多數工具不需帳號,但 Pro 工具需要 PredictionMarketsPicks API 金鑰(付費訂閱),透過 npm 橋接時以 PMP_API_KEY 提供。另有可選本機模式,可離線執行六個計算器,完全不連網。
安裝前請注意
Pro 結果需要付費訂閱金鑰,請妥善保管 PMP_API_KEY。輸出為市場資料與模型估算,並非投資建議;所謂優勢只是模型與市場的分歧,不構成保證。部分工具會讀取第三方博彩公司與交易平台價格,伺服器自身說明要求引用數字時標註來源連結。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Prediction Markets Quant,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/com.predictionmarketspicks%2Fquant/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "mcpServers": {
    "prediction-markets-quant": {
      "type": "http",
      "url": "https://predictionmarketspicks.com/api/mcp/mcp?via=registry"
    }
  }
}

README

Hosted endpoint + full tool list: https://predictionmarketspicks.com/mcp?utm_source=github&utm_medium=repo&utm_campaign=mcp-readme

PredictionMarketsPicks MCP

Canonical home: predictionmarketspicks.com/mcp — docs, setup, the live wall and the per-tool track record. This repo is the bridge and the offline calculators; the server lives on the site.

[npm] [mcp MCP server] [M8ven Verified]

A hosted Model Context Protocol server that gives AI agents quant tools for Kalshi and Polymarket prediction markets — expected value, Kelly sizing, Bayesian updating, probability conversion, cross-platform price gaps, Fed rate odds, Kalshi's 15-minute markets and perps (with liquidation estimates), live edge signals, and the in-season NFL model: power ratings, win probability, The Ladder, the weekly prop board and game/prop edges.

Every signal our engines publish is graded against the market that priced it — per tool, wins and losses both, including the engines that lose money. The live record: predictionmarketspicks.com/track-record

  • Endpoint (Streamable HTTP): https://predictionmarketspicks.com/api/mcp/mcp?via=npm
  • Registry name: com.predictionmarketspicks/quant (MCP registry)
  • 40 tools on the main endpoint (/api/mcp/mcp), 45 across the two hosted servers: the fantasy-draft server adds adp_market_gaps, best_available, compare_players, draft_board and who_do_i_draft. No key needed for the free set. Counts read from the live tools/list on 2026-11-03.
  • Fantasy draft landing page: predictionmarketspicks.com/draft — the eight draft tools, connect instructions, and the model behind the board. During the season all eight answer week-by-week NFL market questions instead of draft questions.

See it work

[Kalshi vs Polymarket price gaps in one question]

  • Gemini CLI: install in one command, ask which Kalshi 15-minute markets are open. (47s demo · setup)
  • Kalshi vs Polymarket, in one question: ask where the two venues disagree, then whether they agree on the next Fed meeting. (50s demo · setup guide)
  • Kalshi 15-minute gold & Bitcoin + the BTC perp: live boards and perp funding in one chat. (48s demo · commodity markets)
  • Claude, ChatGPT & Cursor: paste one URL and ask. (40s demo · Cursor setup)
  • Kalshi weather edges + Kelly sizing: forecast vs market, then the position size, in one chat. (46s demo · weather)

Connect

One click: Add to Cursor · Add to VS Code · Gemini CLI: gemini extensions install https://github.com/predictionmarketspicks/mcp

Any host that speaks Streamable HTTP (Claude Code, Claude.ai, ChatGPT, Cursor) — point it at the URL. Nothing to install:

claude mcp add --transport http predictionmarketspicks https://predictionmarketspicks.com/api/mcp/mcp?via=npm

Hosts that only speak stdio — this package bridges one to the other:

jsonc
{  "mcpServers": {    "predictionmarketspicks": {      "command": "npx",      "args": ["-y", "@predictionmarketspicks/mcp"]    }  }}

That relays the hosted server verbatim — all 40 tools on the main endpoint, live data, tool schemas and result payloads untouched. Set PMP_API_KEY in the server's env to unlock the Pro tools; without one you get the free tools at free depth.

npx @predictionmarketspicks/mcp            # bridge to the hosted quant server (default)npx @predictionmarketspicks/mcp --draft    # bridge to the fantasy-draft servernpx @predictionmarketspicks/mcp --local    # 6 calculators, offline, no network at all

--local is a self-contained build of the six stateless calculators. It makes no network calls, so it runs in an air-gapped sandbox — but it cannot serve the live engines, the NFL model, or anything that reads a market.

Other hosted surfaces (same registry, same tool objects, different selection — no separate install):

ServerEndpointExposes
com.predictionmarketspicks/quanthttps://predictionmarketspicks.com/api/mcp/mcp?via=npm40 tools
com.predictionmarketspicks/fantasy-drafthttps://predictionmarketspicks.com/api/mcp-draft/mcp?via=github11 tools: the 8 draft tools (all answer in season with the week's market) plus the in-season league tools my_league, start_sit and waiver_targets
com.predictionmarketspicks/weatherhttps://predictionmarketspicks.com/api/mcp-weather/mcp?via=githubThe 7-tool weather loop: weather_board (every open Kalshi daily-high strike) + edge_alerts (weather feed) + the five calculators
com.predictionmarketspicks/commoditieshttps://predictionmarketspicks.com/api/mcp-commodities/mcp?via=githubThe 10-tool macro & commodities desk: fifteen_min_board, perps_board, perp_liquidation, commodity_edge (gold / silver / oil / bitcoin), fed_rate_odds, market_pulse, base_rate_gap + three calculators
com.predictionmarketspicks/electionshttps://predictionmarketspicks.com/api/mcp-elections/mcp?via=githubThe election odds desk: senate_map, race_odds, best_price (every 2026 Senate, governor and House race on Kalshi), fed_rate_odds, market_pulse
com.predictionmarketspicks/cryptohttps://predictionmarketspicks.com/api/mcp-crypto/mcp?via=githubThe crypto desk: fifteen_min_board, perps_board, perp_liquidation, commodity_edge (bitcoin) + three calculators

Tools

Free tools need no key. Pro tools read the live PMP edge engines and require a PredictionMarketsPicks API key ($14.99/mo). Deeper results on the list-shaped tools unlock instantly and free — no key to copy, nothing to install: unlock here.

Calculators — free, stateless, also available offline via --local

ToolWhat it does
calculate_evExpected-value edge on a contract from market price + your probability; returns edge % and a BUY / SELL / SKIP read.
kelly_sizeKelly position size (full / half / quarter / eighth) from win probability, price, and bankroll, with a risk rating.
bayes_updateUpdate a prior with one or more pieces of evidence; returns the posterior and the per-step chain.
convert_probabilityConvert between implied probability, American odds, and decimal odds.
base_rate_gapCompare a market price to the historical base rate for a class of events; returns the gap in points + sample quality.
combo_edgeGrade a same-game multi-leg combo: EV %, fair vs offered odds, correlation-aware joint probability, negative-correlation trap flag.

Markets — free

ToolWhat it does
fed_rate_oddsLive Kalshi-implied odds of a Fed rate cut, hold or hike at each remaining 2026 FOMC meeting, plus the next meeting and the current fed funds rate.
fifteen_min_boardEvery Kalshi 15-minute series live — crypto, gold, silver, oil, natural gas, copper, currencies — with the open window's YES price, close time, settlement source, and how the last 96 windows settled.
perps_boardEvery Kalshi perp — price, volume, open interest, max leverage, and what funding has cost a long since launch.
perp_liquidationWhere a leveraged Kalshi perp position liquidates (an estimate from Kalshi's published risk parameters), with fees and funding over the hold.
weather_boardEvery open Kalshi daily-high temperature strike in 13 cities — YES price, settlement station, close time, and the NWS forecast high beside it.

Politics — free

ToolWhat it does
senate_mapEvery 2026 Senate seat — holder, structure rating, forecaster ratings and the live Kalshi price, closest race first. Unpriced seats return null, never an estimate.
race_oddsLive Kalshi odds for one 2026 Senate, governor or competitive House race (by state or district, e.g. "TX-34") — every leg's price, volume and link, plus the forecaster ratings.
best_priceWhere the same contract is cheapest after fees — Kalshi vs Polymarket US vs Novig — for a sports game, a 2026 race or the next Fed meeting. Ranked by price only.

Markets — free, depth-capped

ToolWhat it does
find_arbitrageCross-venue price gaps between Kalshi and Polymarket on the same contract. Largest gap free; whole board on Pro.
market_pulseUS macro-health composite (0–100) and regime, plus six category scores. Composite always free.

NFL in-season — free

ToolWhat it does
nfl_power_ratingsPWR for all 32 NFL teams — points per game above an average team on a neutral field, with rank and tier.
nfl_win_probabilityTurn an NFL spread + total into win probability, projected score, and over/cover probability — or pass two teams to derive the spread.
nfl_ladderThe Ladder — every Kalshi strike vs our whole distribution (spreads, season wins, props) with the derived verdict: SHAPE, LOCATION or PRICED.
nfl_prop_boardThis week's NFL prop prices venue by venue — every Kalshi strike vs the book consensus, DraftKings/FanDuel lines, Novig/ProphetX, and where the best price for each side actually is.
nba_prop_boardEvery Kalshi NBA player-prop strike (points, rebounds, assists, threes) beside DraftKings, FanDuel, BetRivers, Fanatics, ESPN, Novig and ProphetX at the same strike — the cheapest venue per side, Kalshi fee included. Market prices only, no model.
nba_game_boardKalshi NBA moneyline, spread and total beside DraftKings, FanDuel, BetRivers, Fanatics, ESPN, Novig and ProphetX at the same line — the cheapest venue per side, Kalshi fee included. Market prices only.
nba_injury_impactToday's NBA absences from the official injury report, and for each absent star the teammates whose minutes and stats rose without him (with sample sizes), beside today's Kalshi prop prices.
ladder_arbLadder Arb Scanner — Kalshi college football + NFL spread/total ladders priced out of order on the same side of the same game: locked arbitrage (buy the low strike, sell the high one) and crossed-mid inversions with the resting orders that capture them.
explain_gameWhy our model prices one NFL game where it does — Kalshi's price and line, our win probability, the model's lean in points, each team's power rating and the QB gate.
explain_propWhy one NFL player prop is a call — the YES/NO side and its Kalshi price, the tier, our projection against the threshold, and whether it is a published PLAY or held at WATCH.
explain_ladderWhy The Ladder reads one NFL strike ladder — a game's spread, a team's season win total or a player's prop — the way it does: which way our curve leans or how its shape differs from Kalshi's, where Kalshi's ladder centres beside our projection, and every strike with our number where we publish one.

NHL — free

ToolWhat it does
nhl_edgeGoal Light — every NHL game and player contract priced against Kalshi, with the book consensus beside it and a 10,000-season simulation for the futures board.
track_recordOur graded record per engine (bitcoin, gold, silver, oil, weather, NHL) plus the daily editorial call: W-L, net P/L, a 95% win-rate range and the current model era. WATCH calls are reported apart.
my_leagueYour Sleeper league by username — each starter beside every Kalshi prop strike on him this week, with the best price per side, opponent, kickoff and OUT/QB-gate flags. Market data only.
start_sitTwo to four players side by side — the median Kalshi is pricing for each stat, read off his own strike ladder, plus his anytime-TD price. Market prices only; the call stays yours.
waiver_targetsSleeper's most-added players in the last 24 hours with what Kalshi is pricing each at — filtered to players still available in your league when you give a username.

Fantasy draft desk — in season

Answering in season (free): player_outlook · explain_player · compare_players · sleepers_and_busts — the same names, now about this week: one player's Kalshi prop strikes, why the model prices them there, two to four players side by side, and the players the market over- and underprices.

Also answering in season (free): draft_board · best_available · who_do_i_draft · adp_market_gaps — the week's market version of each: players ranked by the median Kalshi prices them at, the strikes where Kalshi and the book consensus are 5¢+ apart, and the props on your roster. Draft answers return with the 2027 board.

Pro — live edge engines

commodity_edge · scan_mispricings · nfl_edge · nfl_prop_edge · edge_alerts

Trade tickets from the silver, gold, oil and bitcoin engines; Polymarket contracts trading away from the PMP model; NFL game and prop edges; the alerts feed. edge_alerts is the one hybrid: Pro keys get the feed in real time, and without a key the same feed arrives delayed 24h.

All tool descriptions and outputs use prediction-market terminology (trader / position / contract / market analysis).

Source

This repo is the public home of the server: the manifest, the bridge, the offline calculator build, and the docs. The hosted service and its live data are operated by PredictionMarketsPicks — MIT license covers this repository, and no install is required to use the server.

npm installnpm run smoke          # offline calculator self-test, no networknpm run smoke:bridge   # bridge self-test against the hosted endpointnpm start -- --local   # stdio server, 6 calculators

Or run the offline build with Docker:

docker build -t pmp-mcp-quant .docker run --rm -i pmp-mcp-quant

About

Built by PredictionMarketsPicks — independent quant tools and edge analysis for Kalshi and Polymarket, published by The 7 Oracles. Educational analysis, not financial advice.

License

MIT — see LICENSE.

來源:README.md,提交 3b7fbeb

工具

0
SourceWeft 尚未讀取此伺服器的工具。

版本歷史

16
  1. v1.30.1最新Nov 7, 2026
  2. v1.30.0Nov 4, 2026
  3. v1.29.0Oct 24, 2026
  4. v1.28.0Oct 22, 2026
  5. v1.27.0Oct 22, 2026
  6. v1.26.0Oct 15, 2026
  7. v1.25.0Oct 13, 2026
  8. v1.24.0Oct 11, 2026
  9. v1.21.0Oct 8, 2026
  10. v1.20.0Oct 6, 2026
  11. v1.19.0Oct 2, 2026
  12. v1.18.0Sep 30, 2026
  13. v1.17.0Sep 29, 2026
  14. v1.16.0Sep 26, 2026
  15. v1.15.1Sep 18, 2026
  16. v1.15.0Sep 16, 2026

評分

已滿足適用檢查項的 85%

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  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分

    請讓伺服器在無憑證時回應 tools/list,或發布可在沙箱中無憑證啟動的軟體包。

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