Macro & Commodities Desk

com.predictionmarketspicks由 predictionmarketspicks.com 發布官方發布者v1.2.0更新於 Oct 24, 2026

Kalshi macro: Fed rate odds, gold, silver, oil and bitcoin edges, 15-min markets, Kelly sizing.

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

概覽

AI 產生的概覽

為助理提供 Kalshi 與 Polymarket 預測市場的量化工具:聯準會利率機率、大宗商品與加密資產優勢、永續合約以及 NFL/NHL 看板。

可以做什麼
這是一個託管型 MCP 伺服器,提供 39 個面向 Kalshi 與 Polymarket 預測市場的工具。涵蓋期望值、凱利部位、貝氏更新、機率換算與組合評分,並提供聯準會利率機率、Kalshi 15 分鐘加密與大宗商品市場、含清算估算的永續合約、天氣履約價、2026 年選舉賽事以及 NFL/NHL 球員數據與優勢看板的即時資料。Pro 工具會讀取供應方的即時優勢引擎與警示串流。
適用情境
當你希望助理分析預測市場價格時使用:比較 Kalshi 與 Polymarket 報價、計算部位大小、查看聯準會會議機率,或讀取各平台的 NFL、NBA、NHL 球員數據價格。免費計算器也可在無網路的離線模式下執行。
執行需求
遠端 Streamable HTTP 端點;支援該協定的用戶端無需安裝。僅支援 stdio 的用戶端可透過 npm 套件橋接。免費工具無需金鑰;Pro 工具需要將 PredictionMarketsPicks API 金鑰設為 PMP_API_KEY。離線本機模式執行六個計算器,不存取網路。
安裝前請注意
Pro 工具需要付費訂閱金鑰(PMP_API_KEY)。輸出為市場分析與交易建議,並非財務建議,據此操作有真實資金風險。託管伺服器會接收你的查詢並回傳第三方即時市場資料;本機模式不發起網路請求。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Macro & Commodities Desk,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%2Fcommodities/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": {
    "macro-commodities-desk": {
      "type": "http",
      "url": "https://predictionmarketspicks.com/api/mcp-commodities/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)
  • 45 tools — 38 free, 5 Pro, 2 free-with-depth-caps. No key needed for the free set. Every free tool answers in season, including the eight fantasy-draft tools, which now answer week-by-week market questions (the 2026 Senate map and per-race odds joined 2026-09-17; the Kalshi 15-minute board and the two perps tools joined 2026-09-26; the NHL board joined 2026-09-28; the graded track record, the Sleeper league view, start/sit and waiver targets joined 2026-10-11; the NBA prop price board joined 2026-10-11; the NFL game explainer, the NBA game-line board and NBA injury impact joined 2026-10-13; the NFL prop and ladder explainers joined 2026-10-14).
  • 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 45 tools, 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=npmAll 45 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 403317f

工具

0
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版本歷史

3
  1. v1.2.0最新Oct 13, 2026
  2. v1.1.0Oct 10, 2026
  3. v1.0.0Sep 26, 2026

評分

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