Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Independent quant layer: fee-adjusted edge, Kelly, combos, best price: Kalshi, Polymarket US, Novig
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://predictionmarketspicks.com/api/mcp/mcp?via=registry터미널에서 이 명령어를 실행하세요
claude mcp add --transport http quant 'https://predictionmarketspicks.com/api/mcp/mcp?via=registry'프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"quant": {
"url": "https://predictionmarketspicks.com/api/mcp/mcp?via=registry"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"quant": {
"type": "http",
"url": "https://predictionmarketspicks.com/api/mcp/mcp?via=registry"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://predictionmarketspicks.com/api/mcp/mcp?via=registry메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
도구 이름과 설명은 서버가 2026년 11월 6일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.
fed_rate_oddsUse for "will the Fed cut, hold or hike" and "next FOMC meeting odds". Live Kalshi odds for each remaining 2026 FOMC meeting: the next meeting's full strike breakdown and days-until, the rate path, the current fed funds rate, and a next-meeting cross-venue check against Polymarke
calculate_evUse for "is this contract mispriced" and "what is my edge". Give a Kalshi or Polymarket price in cents and your own probability; returns the % expected-value edge and a BUY / SELL / SKIP read.
kelly_sizeCompute 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 shou
bayes_updateUpdate 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 in
convert_probabilityConvert 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".
stress_test_strategyPaste a prediction-market trade history (or just trades, wins and average price) and get whether the edge is statistically real, how many trades would prove it, and where it leaks. The verdict reads net per dollar staked after fees, never a pooled win rate, with the bar raised fo
base_rate_gapUse for "how does this price compare to history" and "is the market ignoring the base rate". Compares a market price with the historical base rate for a class of events: the gap in pp, a signal, and sample-size quality. Pass a known baseRateId (the parameter lists them) or your o
combo_edgeUse for "price a same-game NFL combo" and "is this combo worth it". Pass nflGame ("NYG-LAR", "Giants vs Rams") to list that game's Kalshi legs — moneyline, spreads, totals, player props — then legIds to price your pick with the correlation done for you. Or pass legPrices + trueWi
nfl_power_ratingsThe PredictionMarketsPicks NFL power ratings — PWR for all 32 teams: points per game above an average team on a neutral field, where PWR = Off PR + Def PR + ST PR. Includes each team's rank and tier. Use for "best NFL teams by power rating", "NFL power rankings 2026", "is Baltimo
nfl_win_probabilityUse for "who wins Chiefs vs 49ers" and "what does a -7 spread mean". Pass homeTeam + awayTeam (or game, or one team) for our QB-gated model line (raw power ratings if unscheduled), or a spread (home favored negative). Returns win, cover and over/under probability, the projected s
find_arbitrageUse for "where is the arbitrage" and "Kalshi vs Polymarket price gaps". Cross-venue gaps on the same NFL, NBA, NHL or MLB game: Kalshi against Polymarket US (the exchange US traders use, fees included), Polymarket international as a reference. Gap in pp, WATCH/ARB signal, cheaper
market_pulseThe US macro-health composite (0–100) and regime plus the six category scores (growth, labor, inflation, rates, liquidity, sentiment). Returns the composite, the regime call and 2 category scores without an account, 4 to a signed-in account, and all six with Pro. Use for "how is
commodity_edgeUse for "gold edge today" and "oil or bitcoin trade signal". The Kalshi daily gold, silver or WTI strike, or hourly bitcoin strike, with the largest PMP model edge, as a ticket: side, entry price, resolve criterion, model probability, edge, tier and quarter-Kelly size. Pass ticke
edge_alertsUse for "any edge on Kalshi", "where is the edge today" and "weather trade signals". Our model alerts on Kalshi — weather, bitcoin/silver/gold/oil, mispricings — with feed, tier, side, price, model probability, edge and link. Real time with Pro; free is delayed 24h without the th
nfl_edgeUse for "which NFL games are mispriced on Kalshi" and "NFL win total, MVP or Super Bowl edges". Our NFL model vs live Kalshi prices — this week's game positions, season win totals, MVP and championship odds: model probability, price, edge and side. tickers[] checks a watchlist (f
nfl_prop_edgeUse for "best NFL props today" and "receiving yards prop value". Our projection vs the Kalshi "X or more" prop line: the contract, the YES/NO call, our odds and Kalshi's price for that side, the projection and the edge, with WATCH rows labelled. Live in season. Pro — sign in with
nhl_edgeUse for "NHL predictions tonight" and "Stanley Cup odds". Tonight's NHL games on Kalshi — moneyline, puck line, totals, period markets — as Market · Model · Fair, starting goalies checked first. market=goals: anytime and first-goal contracts; market=futures: Cup, conference and d
nfl_prop_boardUse for "where is the best price on receiving yards" and "is Kalshi cheaper than the books". Best price on every NFL prop this week: Kalshi (fee included) vs five books (DraftKings, FanDuel, BetRivers, Fanatics, ESPN) and the Novig and ProphetX exchanges — the best price per side
nba_prop_boardUse for "where is LeBron's points line cheapest tonight". Every 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
nba_game_boardUse for "Knicks moneyline on Kalshi vs the books" and "cheapest place for the Celtics spread tonight". Kalshi 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 includ
nba_injury_impactUse for "Embiid's out tonight — who benefits?" and "who's out in the NBA today". Today's NBA absences from the official injury report, and for each absent star the teammates whose minutes, points, rebounds, assists and usage rose in past games without him (last two seasons, sampl
nfl_ladderUse for "where does the model disagree with Kalshi on the Rams spread" and "biggest ladder gaps this week". Every NFL strike ladder — spreads, season win totals, player props — with Kalshi's price at each strike beside our distribution and a SHAPE / LOCATION / PRICED / PARTIAL ve
ladder_arbUse for "is any CFB ladder mispriced" and "where can I make a market on Kalshi". Kalshi college football and NFL spread/total strikes priced out of order: locked arbitrage, crossed-mid inversions and wide books worth making a market in, with both tickers and books, gross edge, vo
fifteen_min_boardUse for "what is the ETH 15-minute market doing" and "which Kalshi 15-minute markets are open". Every Kalshi 15-minute up-or-down series (crypto, metals, energy, FX): window status, YES price, close time, target, settlement source and the up rate over the last 96 windows; the sam
weather_boardUse for "Kalshi NYC high temperature odds". Every open Kalshi daily-high strike in 13 cities: YES price, settlement station and source, the strict-comparison rule, close time, and the NWS forecast high beside it. Pass city ("nyc", "KXHIGHCHI"). Market data only.
track_recordUse for "how accurate is your model" and "what's your track record". Every graded PredictionMarketsPicks signal per engine (bitcoin, gold, silver, oil, weather, NHL) and the daily editorial call (POTD): W-L, net P/L, a 95% win-rate range and the current model era, and the NFL mod
my_leagueUse for "show my fantasy team" and "what is Kalshi pricing my starters at". Give a Sleeper username (and a league name if you have several): your roster, each starter's opponent and kickoff, OUT and QB-gate flags, and every Kalshi prop strike on him this week with the best price
start_sitUse for "should I start Nacua or Adams" and "who does the market like more this week". For 2–4 players: the median Kalshi is pricing for each stat (read off his own strike ladder) and his anytime-TD price, compared on the stats they share. Market prices only — the call stays your
waiver_targetsUse for "who is everyone adding off waivers" and "trending waiver adds this week". Sleeper's most-added players in the last 24 hours with what Kalshi is pricing each at this week; pass position, and a Sleeper username + league to see only players still available. Market data only
perps_boardUse for "Kalshi perps funding rate" and "how much leverage on Kalshi gold perps". Every Kalshi perpetual future: price, 24h volume, open interest, max leverage long and short, funding cadence, and what funding has cost a long since launch. Pass asset ("btc", "gold") for one.
perp_liquidationUse for "where does a 5x bitcoin long liquidate on Kalshi". Estimates a Kalshi perp's liquidation price and the % move to it from Kalshi's risk parameters (a 5x BTC long is about 8% away, not the 20% the 100÷leverage rule implies), plus fees and expected funding. An estimate; Kal
senate_mapUse for "2026 Senate map" and "which Senate seats are toss-ups". Every 2026 Senate seat: holder and role, structure rating, forecaster bands where tracked, and the live Kalshi price (Democrat win probability where provable), closest race first, with a page URL per seat. Prices ar
race_oddsUse for "who wins the Kansas Senate race" and "Michigan governor odds". Live Kalshi odds for one 2026 Senate, governor or competitive House race, by state, code, slug or district ("TX-34"): every leg's price, volume and link, the seat holder and rating, forecaster bands, and the
best_priceUse for "where is it cheapest to buy", "Kalshi or Polymarket US for the Bears game" and "cheapest venue for the Georgia Senate race". The same contract on Kalshi, Polymarket US and Novig as the cost to buy one contract including each venue's taker fee, with the cheapest named. Sp
player_outlookOne NFL player this week — every Kalshi prop line, the best price across venues, and our probability at each strike. Free. Use for "is a good play this week", " props".
explain_playerWhy our model prices an NFL player's Kalshi prop strikes where it does this week: the projection, The Ladder's verdict, the widest published gap, and what the model does not account for (our number only where calibrated, 30–70%). Use for "why do you price there", "explain 's prop
explain_gameWhy our model prices one NFL game where it does: Kalshi price and market line, our win probability and its anchor, the model's lean in points, each team's offense/defense/special-teams rating, the QB gate, and the published position or why none. Use for "why do you price vs there
explain_propWhy we publish a call on one NFL player prop this week: the contract, the YES/NO call and Kalshi's price, our tier (and calibrated odds where measured), our projection vs the threshold, published or held at WATCH and why, and what the model does not account for. Use for "why do y
explain_ladderWhy The Ladder reads one NFL strike ladder (a game spread, a season win total or a player prop) the way it does: the read in words, where Kalshi's ladder centres beside our projection, the widest published gap, and each strike with Kalshi's price and our number (30–70% only). Use
sleepers_and_bustsEvery NFL player whose Kalshi prop price our model disagrees with this week, ranked, marked underpriced or overpriced with the stat driving it. Free, the complete list. The strike, price and size are in Pro nfl_prop_edge. Use for "undervalued players this week", "who is the marke
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 도메인 predictionmarketspicks.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
469ms 만에 응답(HTTP 200)
로그인 필요 없음
도구 설명 40개를 읽었고, AI에게 보내는 숨겨진 지시는 없었어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(1.30.1)은 오늘 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, FactLot
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Cited CRE facts and deterministic calculators for agents: rent, CAM, debt sizing, IRR, parcel IDs.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Hosted endpoint + full tool list: https://predictionmarketspicks.com/mcp?utm_source=github&utm_medium=repo&utm_campaign=mcp-readme
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.
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
https://predictionmarketspicks.com/api/mcp/mcp?via=npmcom.predictionmarketspicks/quant (MCP registry)/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.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:
{
"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 server npx @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):
| Server | Endpoint | Exposes |
|---|---|---|
com.predictionmarketspicks/quant | https://predictionmarketspicks.com/api/mcp/mcp?via=npm | 40 tools |
com.predictionmarketspicks/fantasy-draft | https://predictionmarketspicks.com/api/mcp-draft/mcp?via=github | 11 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/weather | https://predictionmarketspicks.com/api/mcp-weather/mcp?via=github | The 7-tool weather loop: weather_board (every open Kalshi daily-high strike) + edge_alerts (weather feed) + the five calculators |
com.predictionmarketspicks/commodities | https://predictionmarketspicks.com/api/mcp-commodities/mcp?via=github | The 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/elections | https://predictionmarketspicks.com/api/mcp-elections/mcp?via=github | The 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/crypto | https://predictionmarketspicks.com/api/mcp-crypto/mcp?via=github | The crypto desk: fifteen_min_board, perps_board, perp_liquidation, commodity_edge (bitcoin) + three calculators |
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.
--local| Tool | What it does |
|---|---|
calculate_ev | Expected-value edge on a contract from market price + your probability; returns edge % and a BUY / SELL / SKIP read. |
kelly_size | Kelly position size (full / half / quarter / eighth) from win probability, price, and bankroll, with a risk rating. |
bayes_update | Update a prior with one or more pieces of evidence; returns the posterior and the per-step chain. |
convert_probability | Convert between implied probability, American odds, and decimal odds. |
base_rate_gap | Compare a market price to the historical base rate for a class of events; returns the gap in points + sample quality. |
combo_edge | Grade a same-game multi-leg combo: EV %, fair vs offered odds, correlation-aware joint probability, negative-correlation trap flag. |
| Tool | What it does |
|---|---|
fed_rate_odds | Live 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_board | Every 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_board | Every Kalshi perp — price, volume, open interest, max leverage, and what funding has cost a long since launch. |
perp_liquidation | Where a leveraged Kalshi perp position liquidates (an estimate from Kalshi's published risk parameters), with fees and funding over the hold. |
weather_board | Every open Kalshi daily-high temperature strike in 13 cities — YES price, settlement station, close time, and the NWS forecast high beside it. |
| Tool | What it does |
|---|---|
senate_map | Every 2026 Senate seat — holder, structure rating, forecaster ratings and the live Kalshi price, closest race first. Unpriced seats return null, never an estimate. |
race_odds | Live 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_price | Where 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. |
| Tool | What it does |
|---|---|
find_arbitrage | Cross-venue price gaps between Kalshi and Polymarket on the same contract. Largest gap free; whole board on Pro. |
market_pulse | US macro-health composite (0–100) and regime, plus six category scores. Composite always free. |
| Tool | What it does |
|---|---|
nfl_power_ratings | PWR for all 32 NFL teams — points per game above an average team on a neutral field, with rank and tier. |
nfl_win_probability | Turn an NFL spread + total into win probability, projected score, and over/cover probability — or pass two teams to derive the spread. |
nfl_ladder | The Ladder — every Kalshi strike vs our whole distribution (spreads, season wins, props) with the derived verdict: SHAPE, LOCATION or PRICED. |
nfl_prop_board | This 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_board | Every 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_board | Kalshi 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_impact | Today's NBA absences from the official injury report, and for each absent star the teammates whose minutes and stats rose without him (with sampl
앞부분만 보여 드려요. 나머지는 저장소에서 읽어 보세요