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predictionmarketspicks

PredictionMarketsPicks Quant

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PredictionMarketsPicks MCP

mcp MCP server

A hosted Model Context Protocol server that gives AI agents institutional-grade quant tools for Kalshi and Polymarket prediction markets — expected value, Kelly sizing, Bayesian updating, probability conversion, cross-platform arbitrage, live edge signals, NFL model-vs-market edges, and a full 2026 fantasy football draft assistant. 22 tools — 15 free, 7 Pro.

Demo

Watch the 40-second walkthrough — connect the server with one command, then ask in plain English and get quarter-Kelly position sizing from kelly_size and a model-vs-Kalshi edge read from nfl_edge, returned inside the chat.

Watch the demo

This repo is the public home and documentation for the hosted server. The server is live — no install, no build. Point any MCP client at the endpoint above.

It also ships a local, self-contained build of the six free calculators (src/) — a stdio MCP server with no network access that runs in any sandbox. See Run the free tier locally. The four Pro tools read live PMP edge engines and are only available on the hosted endpoint.

Related MCP server: SimpleFunctions

Tools

The free tier is a set of stateless quant calculators. Pro tools read PredictionMarketsPicks' live edge engines and require an API key.

Tool

Tier

What it does

calculate_ev

Free

Expected-value edge on a contract from market price + your probability; returns edge % and a BUY / SELL / SKIP read.

kelly_size

Free

Optimal Kelly position size (full / half / quarter / eighth) from win probability, price, and bankroll, with a risk rating.

bayes_update

Free

Update a prior with one or more pieces of evidence via Bayes' theorem; returns the posterior and the per-step chain.

convert_probability

Free

Convert between implied probability, American odds, and decimal odds (American odds carry no commas).

base_rate_gap

Free

Compare a market price to the historical base rate for a class of events; returns the gap in points + sample-size quality.

combo_edge

Free

Grade a same-game multi-leg combo: EV %, fair vs offered odds, and a negative-correlation-trap flag. Renders as an interactive card in supported hosts.

nfl_power_ratings

Free

Gridiron Edge Rating (GER) for all 32 NFL teams — a defense-adjusted power rating with offense/defense/special-teams splits.

nfl_win_probability

Free

Turn an NFL spread and total into win probability, projected score, cover probability, and over/under probability.

draft_board

Free

The 2026 half-PPR fantasy draft board — every player ranked, blending the projection model with consensus ADP.

best_available

Free

Best players still on the board given the current pick and who's already gone.

player_outlook

Free

One player's 2026 outlook: projected points, floor/ceiling, boom/bust odds, and a SLEEPER / BUST read.

compare_players

Free

Compare 2–4 players side by side — projection, floor/ceiling, ADP, and draft round.

sleepers_and_busts

Free

The biggest gaps between the model and consensus ADP for 2026.

who_do_i_draft

Free

The single best pick right now given your roster and pick number.

adp_market_gaps

Free

Players whose Average Draft Position swings most between platforms — consensus vs ESPN, Sleeper, Yahoo.

find_arbitrage

Pro

Cross-platform price gaps between Kalshi and Polymarket on the same sports contract (NBA, NHL, MLB, World Cup).

market_pulse

Pro

US macro-health composite (0–100) and regime, plus six category scores.

commodity_edge

Pro

Largest model edge on a Kalshi weekly-silver or twice-daily bitcoin strike, as a trade ticket (side, price, criterion, edge, tier, ¼-Kelly).

scan_mispricings

Pro

Polymarket contracts trading away from the PMP model, with direction, edge in points, and quarter-Kelly sizing.

nfl_edge

Pro

Where the PMP NFL model disagrees with live Kalshi prices — game lines, win-total futures, MVP, championship.

nfl_prop_edge

Pro

NFL player-prop edges — model projection vs the Kalshi prop line (passing, rushing, receiving yards).

edge_alerts

Pro

The edge alerts our models generate on Kalshi — weather, bitcoin/silver/gold/oil, and mispricings — as a live feed.

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

Connect

Claude Code

claude mcp add --transport http predictionmarketspicks https://predictionmarketspicks.com/api/mcp/mcp

Claude.ai, ChatGPT, or Cursor — add a custom connector / MCP server with the URL:

https://predictionmarketspicks.com/api/mcp/mcp

The 15 free tools work with no key. Pro tools require a PredictionMarketsPicks API key — see https://predictionmarketspicks.com/mcp.

Run the free tier locally

The six core free calculators run entirely offline as a stdio MCP server — no key, no network. Useful for air-gapped agents, testing, or sandboxed hosts.

npm install
npm start          # stdio MCP server: 6 free tools
npm run smoke      # end-to-end self-test

Or with Docker:

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

Point a stdio MCP client at node src/index.js (or the container). The local build ships the six core calculators only; the other 16 tools (draft assistant, NFL models, and the Pro edge engines) read live PMP data and are hosted-only — use the endpoint above.

About

Built by PredictionMarketsPicks — independent quant tools and edge analysis for Kalshi and Polymarket, published by The 7 Oracles.

License

MIT — see LICENSE. The hosted service and its live data are operated by PredictionMarketsPicks; this repository covers the server's public interface and documentation.

Install Server
A
license - permissive license
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maintenance

Maintenance

Maintainers
Response time
3dRelease cycle
4Releases (12mo)
Commit activity

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