{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_3py2vkybfc7w","handle":"foresea-forecasting","url":"https://wellknown.network/agents/foresea-forecasting","links":{"self":"https://wellknown.network/agents/foresea-forecasting/record.json","html":"https://wellknown.network/agents/foresea-forecasting","markdown":"https://wellknown.network/agents/foresea-forecasting/record.md","api":"https://wellknown.network/api/v1/agents/foresea-forecasting","status":"https://wellknown.network/api/v1/agents/foresea-forecasting/status","claim":"https://wellknown.network/agents/foresea-forecasting/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/foresea-forecasting/claim.json","badge":"https://wellknown.network/agents/foresea-forecasting/badge.svg","openapi":"https://wellknown.network/openapi.json"},"ard":{"identifier":"urn:air:foresea.ink:server:foresea-forecasting","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"Foresea Forecasting","summary":"Forecast future events and scan prediction-market edges.","description":"Forecast future events and scan prediction-market edges.","publisher":{"name":"ink.foresea","url":null},"homepage":"https://foresea.ink","repository":"https://github.com/pareelamre/analyzing-llm-rationale","version":"1.0.0","license":null,"protocols":["mcp"],"tags":[],"pricing":null,"endpoints":[{"url":"https://foresea.ink/mcp","type":"mcp_streamable_http","auth":null,"probeable":true}],"skills":null,"tools":null,"extra":{"updatedAt":"2026-06-06T00:04:58.645485Z","publishedAt":"2026-06-06T00:04:58.645485Z","registryName":"ink.foresea/forecasting"},"attribution":{"kind":"mcp_registry","name":"mcp_registry","repoUrl":"mcp_registry","summary":"mcp_registry","version":"mcp_registry","description":"mcp_registry","homepageUrl":"mcp_registry","publisherName":"mcp_registry"}},"derived":{"capabilities":[{"slug":"data.weather","name":"Weather","confidence":1,"provenance":"derived"},{"slug":"finance.markets","name":"Markets & Trading","confidence":1,"provenance":"derived"},{"slug":"documents.ocr","name":"OCR","confidence":0.833,"provenance":"derived"},{"slug":"automation.orchestration","name":"Agent Orchestration","confidence":0.569,"provenance":"derived"},{"slug":"geo.maps","name":"Maps & Places","confidence":0.554,"provenance":"derived"},{"slug":"automation.workflows","name":"Workflow Automation","confidence":0.51,"provenance":"derived"}],"categories":["automation","data","documents","finance","geo"]},"observed":{"status":"live","statusReason":"Responded 9h ago.","lastOkAt":"2026-09-06T01:24:19.640Z","lastProbedAt":"2026-09-06T01:24:19.640Z","statusComputedAt":"2026-09-06T01:24:42.637Z","reliability30d":{"probes":1,"successRate":1,"p50Ms":378},"latestObservations":[{"at":"2026-09-06T10:25:25.022Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":408,"error":null,"detail":{"tools":[{"name":"foresea_forecast","description":"Call this whenever the user asks about probability, likelihood, or whether\n        something will happen. Good triggers: \"Will X happen?\", \"What are the chances"},{"name":"foresea_analyze_market","description":"Call this when the user mentions a specific prediction market by URL, slug,\n        or ticker — or asks whether a particular market is over/underpriced. Good\n  "},{"name":"foresea_scan_markets","description":"Call this when the user wants to find mispriced or interesting markets, not\n        evaluate a specific one. Good triggers: \"What should I bet on?\", \"Find me\n  "},{"name":"foresea_batch_quotes","description":"Call this when the user wants current price/volume for several markets\n        at once -- a watchlist, a portfolio, \"check on these 5 markets\" -- instead\n      "},{"name":"foresea_check_run","description":"Call this after foresea_analyze_market timed out or errored with a\n        message naming a client_run_key -- the research it started may still be\n        runni"},{"name":"foresea_track_record","description":"Call this when the user asks how reliable or accurate Foresea is, or wants\n        to know whether to trust a forecast. Good triggers: \"How good is Foresea?\",\n "},{"name":"foresea_edge_board","description":"Call this when the user wants the current top trading opportunities with\n        explicit trade directions and historical backing. Good triggers: \"What are\n    "},{"name":"foresea_venue_data","description":"Read public historical markets/candles/trades, batch books/midpoints/spreads,\n        fees, holders, open interest, event volume, milestones and weather. Omit\n "},{"name":"foresea_exchange_status","description":"Call this to check Kalshi exchange operational status (trading active flag)\n        and operational hours/schedule."},{"name":"foresea_orderbook","description":"Call this to fetch the live bids and asks orderbook depth for a Kalshi market\n        ticker (e.g. 'KXFED-25JUN-H') or Polymarket YES-token ID."},{"name":"foresea_market_tags","description":"Call this to list active categories, tags, and classification taxonomy\n        across Polymarket prediction markets."},{"name":"foresea_price_history","description":"Call this to retrieve historical price series or OHLC candlesticks for a\n        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\n        live event feeds from Kalshi. Provide event_ticker for event charts, or\n    "},{"name":"foresea_polymarket_meta","description":"Call this to fetch Polymarket metadata: event series listings, community\n        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 standin"}],"toolCount":19,"serverName":"Foresea","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.29.1","protocolVersion":"2025-06-18"}},{"at":"2026-09-06T01:24:19.640Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":378,"error":null,"detail":{"tools":[{"name":"foresea_forecast","description":"Call this whenever the user asks about probability, likelihood, or whether\n        something will happen. Good triggers: \"Will X happen?\", \"What are the chances"},{"name":"foresea_analyze_market","description":"Call this when the user mentions a specific prediction market by URL, slug,\n        or ticker — or asks whether a particular market is over/underpriced. Good\n  "},{"name":"foresea_scan_markets","description":"Call this when the user wants to find mispriced or interesting markets, not\n        evaluate a specific one. Good triggers: \"What should I bet on?\", \"Find me\n  "},{"name":"foresea_batch_quotes","description":"Call this when the user wants current price/volume for several markets\n        at once -- a watchlist, a portfolio, \"check on these 5 markets\" -- instead\n      "},{"name":"foresea_check_run","description":"Call this after foresea_analyze_market timed out or errored with a\n        message naming a client_run_key -- the research it started may still be\n        runni"},{"name":"foresea_track_record","description":"Call this when the user asks how reliable or accurate Foresea is, or wants\n        to know whether to trust a forecast. Good triggers: \"How good is Foresea?\",\n "},{"name":"foresea_edge_board","description":"Call this when the user wants the current top trading opportunities with\n        explicit trade directions and historical backing. Good triggers: \"What are\n    "},{"name":"foresea_venue_data","description":"Read public historical markets/candles/trades, batch books/midpoints/spreads,\n        fees, holders, open interest, event volume, milestones and weather. Omit\n "},{"name":"foresea_exchange_status","description":"Call this to check Kalshi exchange operational status (trading active flag)\n        and operational hours/schedule."},{"name":"foresea_orderbook","description":"Call this to fetch the live bids and asks orderbook depth for a Kalshi market\n        ticker (e.g. 'KXFED-25JUN-H') or Polymarket YES-token ID."},{"name":"foresea_market_tags","description":"Call this to list active categories, tags, and classification taxonomy\n        across Polymarket prediction markets."},{"name":"foresea_price_history","description":"Call this to retrieve historical price series or OHLC candlesticks for a\n        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\n        live event feeds from Kalshi. Provide event_ticker for event charts, or\n    "},{"name":"foresea_polymarket_meta","description":"Call this to fetch Polymarket metadata: event series listings, community\n        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 standin"}],"toolCount":19,"serverName":"Foresea","capabilities":["experimental","prompts","resources","tools"],"serverVersion":"1.29.1","protocolVersion":"2025-06-18"}}],"tools":[{"name":"foresea_forecast","description":"Call this whenever the user asks about probability, likelihood, or whether\n        something will happen. Good triggers: \"Will X happen?\", \"What are the chances"},{"name":"foresea_analyze_market","description":"Call this when the user mentions a specific prediction market by URL, slug,\n        or ticker — or asks whether a particular market is over/underpriced. Good\n  "},{"name":"foresea_scan_markets","description":"Call this when the user wants to find mispriced or interesting markets, not\n        evaluate a specific one. Good triggers: \"What should I bet on?\", \"Find me\n  "},{"name":"foresea_batch_quotes","description":"Call this when the user wants current price/volume for several markets\n        at once -- a watchlist, a portfolio, \"check on these 5 markets\" -- instead\n      "},{"name":"foresea_check_run","description":"Call this after foresea_analyze_market timed out or errored with a\n        message naming a client_run_key -- the research it started may still be\n        runni"},{"name":"foresea_track_record","description":"Call this when the user asks how reliable or accurate Foresea is, or wants\n        to know whether to trust a forecast. Good triggers: \"How good is Foresea?\",\n "},{"name":"foresea_edge_board","description":"Call this when the user wants the current top trading opportunities with\n        explicit trade directions and historical backing. Good triggers: \"What are\n    "},{"name":"foresea_venue_data","description":"Read public historical markets/candles/trades, batch books/midpoints/spreads,\n        fees, holders, open interest, event volume, milestones and weather. Omit\n "},{"name":"foresea_exchange_status","description":"Call this to check Kalshi exchange operational status (trading active flag)\n        and operational hours/schedule."},{"name":"foresea_orderbook","description":"Call this to fetch the live bids and asks orderbook depth for a Kalshi market\n        ticker (e.g. 'KXFED-25JUN-H') or Polymarket YES-token ID."},{"name":"foresea_market_tags","description":"Call this to list active categories, tags, and classification taxonomy\n        across Polymarket prediction markets."},{"name":"foresea_price_history","description":"Call this to retrieve historical price series or OHLC candlesticks for a\n        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\n        live event feeds from Kalshi. Provide event_ticker for event charts, or\n    "},{"name":"foresea_polymarket_meta","description":"Call this to fetch Polymarket metadata: event series listings, community\n        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 standin"}],"package":null},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"ink.foresea/forecasting","url":"https://registry.modelcontextprotocol.io/v0/servers/ink.foresea%2Fforecasting","firstSeenAt":"2026-09-05T23:21:00.470Z","fetchedAt":"2026-09-05T23:21:00.470Z","normalizedAt":"2026-09-05T23:21:00.470Z"}]},"firstSeenAt":"2026-09-05T23:21:00.470Z","updatedAt":"2026-09-06T01:24:54.554Z"}