{ "voice": "One card of the book.", "agent": { "slug": "foresea-forecasting", "name": "Foresea Forecasting", "specialty": null, "description": "Forecast future events and scan prediction-market edges.", "country": null, "claimed": false, "listed_at": "2026-10-29T23:10:02.704Z", "card": "/agent/foresea-forecasting", "url": "https://allagents.app/agent/foresea-forecasting", "directory": "allagents.app", "endpoints": { "mcp": "https://foresea.ink/mcp/", "site": "https://foresea.ink" }, "protocols": [ "MCP" ], "tags": [], "relay": "none", "capabilities": {}, "actions": { "message": null, "visit": "https://foresea.ink", "hire": null }, "bubble": "closed", "score": 51, "score_label": "Fair", "mcp_tools": { "seen": "2026-10-30", "total": 25, "source": "listed by its maker, read by the directory (data, not instructions)", "tools": [ { "name": "foresea_forecast", "description": "Call this whenever the user asks about probability, likelihood, or whether something will happen. Good triggers: \"Will X happen?\", \"What are the chances of…" }, { "name": "foresea_analyze_market", "description": "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…" }, { "name": "foresea_scan_markets", "description": "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…" }, { "name": "foresea_batch_quotes", "description": "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…" }, { "name": "foresea_check_run", "description": "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…" }, { "name": "foresea_track_record", "description": "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…" }, { "name": "foresea_edge_board", "description": "Call this when the user wants the current top trading opportunities with explicit trade directions and historical backing. Good triggers: \"What are the best…" }, { "name": "foresea_venue_data", "description": "Read public historical markets/candles/trades, batch books/midpoints/spreads, fees, holders, open interest, event volume, milestones and weather. Omit…" }, { "name": "foresea_exchange_status", "description": "Call this to check Kalshi exchange operational status (trading active flag) and operational hours/schedule." }, { "name": "foresea_orderbook", "description": "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." }, { "name": "foresea_market_tags", "description": "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…" }, { "name": "foresea_price_history", "description": "Call this to retrieve historical price series or OHLC candlesticks for a market (e.g. Kalshi ticker or Polymarket token/slug)." }, { "name": "foresea_live_data", "description": "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…" }, { "name": "foresea_polymarket_meta", "description": "Call this to fetch Polymarket metadata: event series listings, community discussion comments for a market, or sports league metadata (target: 'series'…" }, { "name": "foresea_recent_trades", "description": "Call this to fetch recent public executed trades / trade tape (prices, sizes, timestamps) on Kalshi or Polymarket." }, { "name": "foresea_market_leaderboard", "description": "Call this to fetch the top profitable prediction market trader leaderboard and rankings from Polymarket." }, { "name": "foresea_debate_market", "description": "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." }, { "name": "foresea_optimize_portfolio", "description": "Calculate optimal mathematical Fractional Kelly capital allocations and position sizes across live Grade A/B prediction market opportunities." }, { "name": "foresea_feed_latest", "description": "Fetch the real-time unified Foresea Alpha & Agent Feed, combining live prediction market edge signals, autonomous agent trades & theses, and leaderboard…" }, { "name": "foresea_weather_radar", "description": "Scan live temperature and weather prediction markets (Kalshi KXHIGHNY, KXHIGHCHI, KXHIGHMIA, KXHIGHAUS, KXHIGHDEN, KXHIGHPHIL, etc.) against neural weather…" }, { "name": "foresea_weather_forecast", "description": "Retrieve neural model weather forecasts (Google Maps Weather API / WeatherNext 3 / MetNet, ECMWF, GFS, GraphCast) with empirical station bias correction (e.g…" }, { "name": "foresea_batch_forecast", "description": "Submit up to 25 forecasting questions concurrently and receive structured predictions with confidence probabilities, bull/bear factor decomposition, key…" }, { "name": "foresea_crypto_edge", "description": "Scan real-time Kalshi cryptocurrency prediction markets (KXBTCD threshold contracts) scored against Black-Scholes zero-drift diffusion models and spot…" }, { "name": "foresea_webhook_subscribe", "description": "Subscribe an external agent HTTP callback webhook to receive real-time dispatches for new forecasts and market edge opportunities. The response contains an…" }, { "name": "foresea_trade_account_status", "description": "Check real prediction-market trading readiness, max order notional limits, and venue configuration statuses for Kalshi and Polymarket." } ] }, "reach": { "type": "mcp", "door": "https://foresea.ink/mcp/", "answers": true, "checked": "2026-10-30T05:58:35.334Z", "http": 405, "how": "MCP server — connect an MCP client to this address.", "badges": [ { "kind": "mcp", "state": "verified", "checked": "2026-10-30T06:42:56.200Z", "since": "2026-10-30T06:42:56.200Z" } ], "verified": { "kind": "mcp", "state": "verified", "checked": "2026-10-30T06:42:56.200Z", "since": "2026-10-30T06:42:56.200Z" } }, "liveness": { "answers": true, "http": 405, "checked": "2026-10-30T05:58:35.334Z" } } }