Foresea Forecasting
by foresea.ink · remote · no sign-in to list tools · v1.0.0 · published by ink.foresea
Forecast future events and scan prediction-market edges.
Deletes · 1Changes · 22
28 tools: 1 can delete or cancel things, 22 change things and 5 only read.
Scanned Oct 21, 2026
- Deletes or cancels1Claude Code: deny: see these tools
- Can't be undone0Claude Code: ask
- Changes things22Claude Code: ask: see these tools
- Only reads5Claude Code: allow: see these tools
No check matched anything in the tool definitions. No finding is not a safety guarantee. How the checks work.
claude mcp add --transport http forecasting https://foresea.ink/mcp/Tools
Open a tool for its reasons and full description. Descriptions are the publisher's own words, shown as they are.
28 tools
Deletes or cancels 1Claude Code: deny
foresea_cancel_orderCancel an active open order on Kalshi or Polymarket using its venue order ID.No findings
Why it is in this group
- The name "foresea_cancel_order" says "cancel": a word for removing or ending something.
Description, as the server wrote it Cancel an active open order on Kalshi or Polymarket using its venue order ID.
Changes things 22Claude Code: ask
foresea_analyze_marketCall this when the user mentions a specific prediction market by URL, slug, or ticker — or asks whether a particular market is over/underpriced.No findings
Why it is in this group
- The name "foresea_analyze_market" says "analyze": a word for reading.
- The description's first verb is "call": a word for a change.
Description, as the server wrote it 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. Fetches the live price, gathers evidence, forecasts, computes model-vs-market edge, and returns a recommendation. Use foresea_forecast instead when there is no specific live market — just a general probability question. Example: platform="polymarket", slug="fed-rate-cut-march-2026" → {model_probability, market_probability, edge, stance, recommendation, thesis}.
foresea_batch_forecastSubmit up to 25 forecasting questions concurrently and receive structured predictions with confidence probabilities, bull/bear factor decomposition, key catalysts, and evidence cit…No findings
Why it is in this group
- The description's first verb is "submit": a word for a change.
Description, as the server wrote it 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_batch_quotesCall 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 …No findings
Why it is in this group
- The description's first verb is "call": a word for a change.
Description, as the server wrote it 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 carries fetched_at and age_seconds so you can judge freshness yourself -- both venues rate-limit hard, so don't assume a quote is live without checking age_seconds. One bad ref returns an error on that entry only; the rest of the batch still succeeds. Up to 50 refs per call. Example: refs=["kalshi:KXFED-25JUN-H", "polymarket:fed-cut-2026"] → {quotes: [{platform, ident, probability, volume, fetched_at, age_seconds, error}], count, truncated}.
foresea_check_runCall 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.No findings
Why it is in this group
- The name "foresea_check_run" says "run": a word for a change.
Description, as the server wrote it 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; only use the client_run_key a prior foresea_analyze_market call actually gave you. Example: client_run_key="a1b2c3..." → {status:"running", id:"agent_run_..."} or the full report once complete.
foresea_crypto_edgeScan real-time Kalshi cryptocurrency prediction markets (KXBTCD threshold contracts) scored against Black-Scholes zero-drift diffusion models and spot volatility.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it 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_debate_marketConduct an adversarial multi-agent debate (Bull vs.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it 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_edge_boardCall this when the user wants the current top trading opportunities with explicit trade directions and historical backing.No findings
Why it is in this group
- The description's first verb is "call": a word for a change.
Description, as the server wrote it 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 these edges statistically significant?". Returns open markets ranked by model-vs-market disagreement, each with Buy YES/NO direction, implied odds, whether the edge is historically significant, and a multi-model comparison. Supports cursor pagination, limit, min_edge threshold, and field masking.
foresea_exchange_statusCall this to check Kalshi exchange operational status (trading active flag) and operational hours/schedule.No findings
Why it is in this group
- The name "foresea_exchange_status" says "status": a word for reading.
- The description's first verb is "call": a word for a change.
Description, as the server wrote it Call this to check Kalshi exchange operational status (trading active flag) and operational hours/schedule.
foresea_forecastCall this whenever the user asks about probability, likelihood, or whether something will happen.No findings
Why it is in this group
- The description's first verb is "call": a word for a change.
Description, as the server wrote it 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 numeric/date range) with written rationale and supporting news evidence. If you also have a market price (market_probability) or URL (market_url), pass it to get the model-vs-market edge — how mispriced the market is. Example: question="Will the Fed cut rates by March 2026?", market_probability=0.4 → {predicted_answer:"No", confidence:0.62, rationale, evidence_sources, market_analysis:{model_probability:0.54, edge:+0.14, stance:"model_above_market"}} Handles: binary YES/NO, multiple-choice, numeric ranges, and date questions.
foresea_live_dataCall this to fetch real-time sports game statistics, play-by-play data, and live event feeds from Kalshi.No findings
Why it is in this group
- The description's first verb is "call": a word for a change.
Description, as the server wrote it 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_market_leaderboardCall this to fetch the top profitable prediction market trader leaderboard and rankings from Polymarket.No findings
Why it is in this group
- The description's first verb is "call": a word for a change.
Description, as the server wrote it Call this to fetch the top profitable prediction market trader leaderboard and rankings from Polymarket.
foresea_market_tagsCall this to sample Polymarket's category vocabulary.No findings
Why it is in this group
- The description's first verb is "call": a word for a change.
Description, as the server wrote it 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 activity. So absence here does not mean a tag is unused, presence does not mean it is active, and some entries are one-off or misspelled. Treat it as a vocabulary sample, not a classification the markets are organised by.
foresea_optimize_portfolioCalculate optimal mathematical Fractional Kelly capital allocations and position sizes across live Grade A/B prediction market opportunities.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it Calculate optimal mathematical Fractional Kelly capital allocations and position sizes across live Grade A/B prediction market opportunities.
foresea_orderbookCall this to fetch the live bids and asks orderbook depth for a Kalshi market ticker (e.g.No findings
Why it is in this group
- The description's first verb is "call": a word for a change.
Description, as the server wrote it 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_place_orderSubmit a guarded real order to Kalshi or Polymarket.No findings
Why it is in this group
- The description's first verb is "submit": a word for a change.
Description, as the server wrote it 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_polymarket_metaCall this to fetch Polymarket metadata: event series listings, community discussion comments for a market, or sports league metadata (target: 'series', 'comments', 'sports', 'teams…No findings
Why it is in this group
- The description's first verb is "call": a word for a change.
Description, as the server wrote it 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 those. 'sports' lists every league with the ids that link it to other tools, not league artwork or homepages. 'comments' gives the comment, its author address and its reaction count, not the commenters' profiles or individual reactions.
foresea_price_historyCall this to retrieve historical price series or OHLC candlesticks for a market (e.g.No findings
Why it is in this group
- The description's first verb is "call": a word for a change.
Description, as the server wrote it Call this to retrieve historical price series or OHLC candlesticks for a market (e.g. Kalshi ticker or Polymarket token/slug).
foresea_recent_tradesCall this to fetch recent public executed trades / trade tape (prices, sizes, timestamps) on Kalshi or Polymarket.No findings
Why it is in this group
- The description's first verb is "call": a word for a change.
Description, as the server wrote it Call this to fetch recent public executed trades / trade tape (prices, sizes, timestamps) on Kalshi or Polymarket.
foresea_scan_marketsCall this when the user wants to find mispriced or interesting markets, not evaluate a specific one.No findings
Why it is in this group
- The description's first verb is "call": a word for a change.
Description, as the server wrote it 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 markets ranked by model-vs-market disagreement, each with model probability, market price, and edge. For a specific market, use foresea_analyze_market instead. Example: platform="kalshi", min_edge=0.1 → [{question, market_probability, model_probability, edge, market_url}].
foresea_track_recordCall this when the user asks how reliable or accurate Foresea is, or wants to know whether to trust a forecast.No findings
Why it is in this group
- The description's first verb is "call": a word for a change.
Description, as the server wrote it 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 (ECE), and skill-vs-market broken down by time horizon. Pass optional fields list (e.g. ['brier_score', 'accuracy', 'n_snapshots_resolved']) to reduce token usage.
foresea_weather_radarScan live temperature and weather prediction markets (Kalshi KXHIGHNY, KXHIGHCHI, KXHIGHMIA, KXHIGHAUS, KXHIGHDEN, KXHIGHPHIL, etc.) against neural weather models (Google DeepMind …No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it 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. Returns ranked mispricings, strike bracket probabilities, and model-vs-market edge.
foresea_webhook_subscribeSubscribe an external agent HTTP callback webhook to receive real-time dispatches for new forecasts and market edge opportunities.No findings
Why it is in this group
- The name "foresea_webhook_subscribe" says "subscribe": a word for a change.
Description, as the server wrote it 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.
Only reads 5Claude Code: allow
foresea_feed_latestFetch the real-time unified Foresea Alpha & Agent Feed, combining live prediction market edge signals, autonomous agent trades & theses, and leaderboard standings.No findings
Why it is in this group
- The description's first verb is "fetch": a word for reading.
Description, as the server wrote it Fetch the real-time unified Foresea Alpha & Agent Feed, combining live prediction market edge signals, autonomous agent trades & theses, and leaderboard standings.
foresea_preview_orderValidate, normalize, and simulate guardrail checks for a real Kalshi or Polymarket order without submitting it to the exchange.No findings
Why it is in this group
- The name "foresea_preview_order" says "preview": a word for reading.
Description, as the server wrote it Validate, normalize, and simulate guardrail checks for a real Kalshi or Polymarket order without submitting it to the exchange.
foresea_trade_account_statusCheck real prediction-market trading readiness, max order notional limits, and venue configuration statuses for Kalshi and Polymarket.No findings
Why it is in this group
- The name "foresea_trade_account_status" says "status": a word for reading.
Description, as the server wrote it Check real prediction-market trading readiness, max order notional limits, and venue configuration statuses for Kalshi and Polymarket.
foresea_venue_dataRead public historical markets/candles/trades, batch books/midpoints/spreads, fees, holders, open interest, event volume, milestones and weather.No findings
Why it is in this group
- The description's first verb is "read": a word for reading.
Description, as the server wrote it 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_weather_forecastRetrieve neural model weather forecasts (Google Maps Weather API / WeatherNext 3 / MetNet, ECMWF, GFS, GraphCast) with empirical station bias correction (e.g.No findings
Why it is in this group
- The description's first verb is "retrieve": a word for reading.
Description, as the server wrote it 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.
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Install
Pinned to version 1.0.0. Values in angle brackets are yours to fill in.
claude mcp add --transport http forecasting https://foresea.ink/mcp/Run in a terminal.
Claude Code permissions
Allow the reads, ask before a change, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__forecasting__foresea_venue_data",
"mcp__forecasting__foresea_feed_latest",
"mcp__forecasting__foresea_weather_forecast",
"mcp__forecasting__foresea_trade_account_status",
"mcp__forecasting__foresea_preview_order"
],
"ask": [
"mcp__forecasting__foresea_forecast",
"mcp__forecasting__foresea_analyze_market",
"mcp__forecasting__foresea_scan_markets",
"mcp__forecasting__foresea_batch_quotes",
"mcp__forecasting__foresea_check_run",
"mcp__forecasting__foresea_track_record",
"mcp__forecasting__foresea_edge_board",
"mcp__forecasting__foresea_exchange_status",
"mcp__forecasting__foresea_orderbook",
"mcp__forecasting__foresea_market_tags",
"mcp__forecasting__foresea_price_history",
"mcp__forecasting__foresea_live_data",
"mcp__forecasting__foresea_polymarket_meta",
"mcp__forecasting__foresea_recent_trades",
"mcp__forecasting__foresea_market_leaderboard",
"mcp__forecasting__foresea_debate_market",
"mcp__forecasting__foresea_optimize_portfolio",
"mcp__forecasting__foresea_weather_radar",
"mcp__forecasting__foresea_batch_forecast",
"mcp__forecasting__foresea_crypto_edge",
"mcp__forecasting__foresea_webhook_subscribe",
"mcp__forecasting__foresea_place_order"
],
"deny": [
"mcp__forecasting__foresea_cancel_order"
]
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. It assumes the server is installed as forecasting. Review it before you use it.