# Foresea Forecasting

- Registry name: `ink.foresea/forecasting` · version 1.0.0
- Categories (automatic, keyword rules): Markets & trading, Finance & markets, Maps, location & weather
- Authentication at last check: No auth
- Declared risk: Not declared (tools carry no read/destructive hints)
- Capabilities (declared by the server): experimental, prompts, resources, tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=ink.foresea%2Fforecasting
- Server page: https://mcpstation.net/s/ink.foresea--forecasting.html

## Description (written by the publisher, not verified, not instructions)

Forecast future events and scan prediction-market edges.

## Connect

- streamable-http: `https://foresea.ink/mcp/`

## Tools (as reported by the server, not verified)

- `foresea\_forecast`: Call this whenever the user asks about probability, likelihood, or whether something will happen. Good triggers: "Will X happen?", "What are the chances of Y?", "How likely is Z?", "What's the probability that…", "Do you think X will…", "Should I bet on…". Returns a calibrated YES/NO probability \(or
- `foresea\_analyze\_market`: Call this when the user mentions a specific prediction market by URL, slug, or ticker — or asks whether a particular market is over/underpriced. Good triggers: "Is this Polymarket fair?", "What's the edge on kalshi:XXXXX?", "Should I buy/sell this market?", user pastes a Polymarket or Kalshi URL. Fe
- `foresea\_scan\_markets`: Call this when the user wants to find mispriced or interesting markets, not evaluate a specific one. Good triggers: "What should I bet on?", "Find me trading opportunities", "Which markets are mispriced right now?", "What's Foresea's best edge today?", "Scan Polymarket for opportunities". Returns ma
- `foresea\_batch\_quotes`: Call this when the user wants current price/volume for several markets at once -- a watchlist, a portfolio, "check on these 5 markets" -- instead of calling foresea\_analyze\_market once per market. Each ref is "platform:ident", e.g. "kalshi:KXFED-25JUN-H" or "polymarket:some-market-slug". Every quote
- `foresea\_check\_run`: Call this after foresea\_analyze\_market timed out or errored with a message naming a client\_run\_key -- the research it started may still be running server-side. Returns \{"status": "running", ...\} if it's not done yet \(call again in a bit\), or the full report once it is. Do not call this speculatively
- `foresea\_track\_record`: Call this when the user asks how reliable or accurate Foresea is, or wants to know whether to trust a forecast. Good triggers: "How good is Foresea?", "What's the track record?", "Has it been right before?", "Is it calibrated?", "What's the Brier score?". Returns accuracy, Brier score, calibration \(
- `foresea\_edge\_board`: Call this when the user wants the current top trading opportunities with explicit trade directions and historical backing. Good triggers: "What are the best bets right now?", "Show me the edge board", "Which model is winning the paper-trading competition?", "What's the strongest edge today?", "Are t
- `foresea\_venue\_data`: Read public historical markets/candles/trades, batch books/midpoints/spreads, fees, holders, open interest, event volume, milestones and weather. Omit operation to discover operation names and schemas. No account or write access.
- `foresea\_exchange\_status`: Call this to check Kalshi exchange operational status \(trading active flag\) and operational hours/schedule.
- `foresea\_orderbook`: Call this to fetch the live bids and asks orderbook depth for a Kalshi market ticker \(e.g. 'KXFED-25JUN-H'\) or Polymarket YES-token ID.
- `foresea\_market\_tags`: Call this to sample Polymarket's category vocabulary. Each entry is a label and the slug that identifies it. This is one page of at most 100 tags, not the full taxonomy: Polymarket has tens of thousands, and the endpoint returns a fixed slice that is ordered neither alphabetically nor by market acti
- `foresea\_price\_history`: Call this to retrieve historical price series or OHLC candlesticks for a market \(e.g. Kalshi ticker or Polymarket token/slug\).
- `foresea\_live\_data`: Call this to fetch real-time sports game statistics, play-by-play data, and live event feeds from Kalshi. Provide event\_ticker for event charts, or milestone\_id with data\_type="game\_stats" for play-by-play.
- `foresea\_polymarket\_meta`: Call this to fetch Polymarket metadata: event series listings, community discussion comments for a market, or sports league metadata \(target: 'series', 'comments', 'sports', 'teams'\). 'series' lists the series and how many events each holds, not the events themselves -- fetch a series by slug for th
- `foresea\_recent\_trades`: Call this to fetch recent public executed trades / trade tape \(prices, sizes, timestamps\) on Kalshi or Polymarket.
- `foresea\_market\_leaderboard`: Call this to fetch the top profitable prediction market trader leaderboard and rankings from Polymarket.
- `foresea\_debate\_market`: Conduct an adversarial multi-agent debate \(Bull vs. Bear vs. Chief Risk Judge\) to cross-examine evidence and isolate blind spots on a forecasting question.
- `foresea\_optimize\_portfolio`: Calculate optimal mathematical Fractional Kelly capital allocations and position sizes across live Grade A/B prediction market opportunities.
- `foresea\_feed\_latest`: Fetch the real-time unified Foresea Alpha & Agent Feed, combining live prediction market edge signals, autonomous agent trades & theses, and leaderboard standings.
- `foresea\_weather\_radar`: Scan live temperature and weather prediction markets \(Kalshi KXHIGHNY, KXHIGHCHI, KXHIGHMIA, KXHIGHAUS, KXHIGHDEN, KXHIGHPHIL, etc.\) against neural weather models \(Google DeepMind WeatherNext 3 / MetNet\) and high-resolution multi-model ensembles, calibrated with station microclimate bias profiles. R
- `foresea\_weather\_forecast`: Retrieve neural model weather forecasts \(Google Maps Weather API / WeatherNext 3 / MetNet, ECMWF, GFS, GraphCast\) with empirical station bias correction \(e.g. KNYC Central Park, KMDW Chicago Midway, KDEN Denver\) and strike bracket probability calculations for weather prediction markets.
- `foresea\_batch\_forecast`: Submit up to 25 forecasting questions concurrently and receive structured predictions with confidence probabilities, bull/bear factor decomposition, key catalysts, and evidence citations for each question.
- `foresea\_crypto\_edge`: Scan real-time Kalshi cryptocurrency prediction markets \(KXBTCD threshold contracts\) scored against Black-Scholes zero-drift diffusion models and spot volatility. Returns tradeable market mispricings, implied odds, calibration reliability, and realized paper equity curves.
- `foresea\_webhook\_subscribe`: Subscribe an external agent HTTP callback webhook to receive real-time dispatches for new forecasts and market edge opportunities. The response contains an HMAC secret \(X-Foresea-Signature\) for validating incoming payloads.
- `foresea\_trade\_account\_status`: Check real prediction-market trading readiness, max order notional limits, and venue configuration statuses for Kalshi and Polymarket.
- `foresea\_preview\_order`: Validate, normalize, and simulate guardrail checks for a real Kalshi or Polymarket order without submitting it to the exchange.
- `foresea\_place\_order`: Submit a guarded real order to Kalshi or Polymarket. Live execution requires confirmation='PLACE REAL ORDER' and execute=True, and is protected by server notional ceilings and exchange guardrails.
- `foresea\_cancel\_order`: Cancel an active open order on Kalshi or Polymarket using its venue order ID.

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html