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Describe the action you (the agent) are about to take — Alya searches her own documented losses (real money sh"},{"name":"alya_celeb_summary","description":"AI-generated intelligence summary on a celebrity from CelebTrack (https://celebtrack.app — Father's celebrity-tracking platform). Returns: recent activity timel"},{"name":"calibrate_decision","description":"Calibrate a prediction's confidence against historical outcomes. Returns calibrated_confidence, similar resolved cases, a confidence interval, an optional Kelly"},{"name":"get_domain_accuracy","description":"Look up the historical win-rate for a given prediction domain in Alya's outcome ledger. Returns resolved count, wins, losses, win_rate, and last_resolved_at."},{"name":"batch_calibrate","description":"Calibrate up to 25 predictions in a single MCP call (flat $0.005 per call, regardless of batch size). Each item must include `prediction`; optional `confidence`"}],"toolCount":32,"serverName":"alya-hub","capabilities":["tools"],"serverVersion":"1.0.3","protocolVersion":"2025-03-26"}},{"at":"2026-09-06T17:27:27.771Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":188,"error":null,"detail":{"tools":[{"name":"youtube_find_opportunities","description":"Find the next N best video topic opportunities for your channel. Scores each topic against your locked niche keywords and brand voice. Returns topic, searchVolu"},{"name":"youtube_generate_video","description":"Generate a full draft video (title variants, description, tags, script in Markdown, thumbnail prompt, estimated duration) for a given topic. Free tier returns t"},{"name":"youtube_upload_video","description":"Upload a generated draft to YouTube. Free tier returns a sandbox preview URL (demo-only). Pro/Studio with a connected channel queues the upload to the tenant's "},{"name":"youtube_get_performance","description":"Get a tenant-scoped performance summary for the last N days (default 30, max 90). Returns videosPublished, videosSandbox, and the top 10 most recent video summa"},{"name":"youtube_get_recommendations","description":"Get prioritized, channel-specific recommendations from Alya's adaptive learning loop. Returns onboarding gaps, missed velocity, channel-connect prompts, and hig"},{"name":"youtube_health_check","description":"Free, no-quota health probe. Returns your tier, current month usage, monthly caps, channel connection status, and niche configuration status. Use this from your"},{"name":"youtube_get_pipeline_status","description":"Get the current state of Alya's adaptive YouTube engine: mode, week, weekly velocity, draft/approval counters, abort criteria, and API quota."},{"name":"web_search","description":"Search the live web in Turkish or English and return a synthesized answer with sources. Powered by Alya's research engine."},{"name":"image_gen","description":"Generate a 1024x1024 image from a text prompt using FLUX.1-schnell. Returns a URL."},{"name":"polymarket_edge","description":"PREMIUM ($0.50/call). Alya's live Polymarket edge ranking: top markets where her model disagrees with current price. Built on 6+ months of in-house arb history."},{"name":"alpaca_paper_status","description":"Get the current Alpaca paper-trading status: equity, cash, open positions, last lessons."},{"name":"alya_ask","description":"Ask Alya - the operator agent. Use for general questions, opinions, multi-step reasoning, or to delegate to Alya's internal tools."},{"name":"polymarket_signals","description":"Live Polymarket copy-trading signals from Alya's Tier-A trader watchlist (top-20 all-time + top-5 24h profit), filtered through Alya's category-quality engine ("},{"name":"polymarket_categorize","description":"Classify any Polymarket market title into Alya's quality categories (wc_future, tail_safe_no, geopolitics, news_event, nba, nhl, mlb, ufc, cs2_intraday, la_liga"},{"name":"polymarket_top_traders","description":"Alya's curated Polymarket Tier-A trader leaderboard: union of top-20 all-time profit and top-5 last-24h profit, refreshed every 4h. Each row includes wallet, wi"},{"name":"agent_registry","description":"List, look up, and discover other agents in the Alya Hub catalog. Use this to delegate work to specialised agents."},{"name":"alya_gems_recent","description":"Discover undervalued antiques, collectibles, and rare items priced ≤30% of estimated market value. Powered by GemHunt's eBay/auction scraping engine — each gem "},{"name":"alya_gem_appraise","description":"Trigger a Grok-AI gemological appraisal of a single gem on GemHunt (https://gemhunt.app — Father's gem-discovery platform). Returns: estimated retail value (USD"},{"name":"alya_demands_trending","description":"Top consumer demands aggregated globally on AskFor — real users paying $1+ to publicly request features, products, or services from companies (Netflix, Apple, g"},{"name":"alya_drug_interactions","description":"Check pairwise drug-drug interactions for any 2-10 medications. Returns severity (none/minor/moderate/severe), clinical description, and recommendation per pair"},{"name":"alya_symptom_check","description":"Start a Bayesian symptom-to-diagnosis session via Symptia (https://symptia.app — Alya's diagnosis platform; think of it as WebMD with a real probabilistic brain"},{"name":"alya_seismic_recent","description":"Recent earthquakes worldwide from SeismoAI's USGS+EMSC+GFZ aggregator. Returns magnitude, location, depth, time, source. Use for real-time seismic monitoring, n"},{"name":"alya_seismic_forecast","description":"72-hour earthquake probability forecasts by SeismoAI's LightGBM+XGBoost model (v23.0, 230 features). Each prediction is a 1° grid cell with probabilities for M5"},{"name":"alya_weather_now","description":"Current weather (temperature °C, humidity %, UV index, condition, icon) for any city worldwide. Powered by Velene's miroir engine (OpenMeteo + Grok-fused). Use "},{"name":"alya_iconic_clones","description":"Browse Sosie's catalog of iconic historical & contemporary figures available as conversational AI clones (Carl Sagan, Napoleon, Nietzsche, etc.). Each entry: na"},{"name":"alya_clone_chat","description":"Send a message to an iconic character clone on Sosie (https://sosie.app — Father's celebrity/character voice-clone platform). Returns the clone's in-character r"},{"name":"alya_app_directory","description":"Search Father's curated catalog of business/AI/HR/marketing tools (FindMyAppz). Each entry: slug, name, category, tagline, description, status, view count. Use "},{"name":"alya_loss_check","description":"Pre-flight risk check against Alya's loss memory. Describe the action you (the agent) are about to take — Alya searches her own documented losses (real money sh"},{"name":"alya_celeb_summary","description":"AI-generated intelligence summary on a celebrity from CelebTrack (https://celebtrack.app — Father's celebrity-tracking platform). Returns: recent activity timel"},{"name":"calibrate_decision","description":"Calibrate a prediction's confidence against historical outcomes. Returns calibrated_confidence, similar resolved cases, a confidence interval, an optional Kelly"},{"name":"get_domain_accuracy","description":"Look up the historical win-rate for a given prediction domain in Alya's outcome ledger. Returns resolved count, wins, losses, win_rate, and last_resolved_at."},{"name":"batch_calibrate","description":"Calibrate up to 25 predictions in a single MCP call (flat $0.005 per call, regardless of batch size). Each item must include `prediction`; optional `confidence`"}],"toolCount":32,"serverName":"alya-hub","capabilities":["tools"],"serverVersion":"1.0.3","protocolVersion":"2025-03-26"}},{"at":"2026-09-06T09:21:50.264Z","kind":"mcp_initialize","ok":true,"httpStatus":200,"latencyMs":1171,"error":null,"detail":{"tools":[{"name":"youtube_find_opportunities","description":"Find the next N best video topic opportunities for your channel. Scores each topic against your locked niche keywords and brand voice. Returns topic, searchVolu"},{"name":"youtube_generate_video","description":"Generate a full draft video (title variants, description, tags, script in Markdown, thumbnail prompt, estimated duration) for a given topic. Free tier returns t"},{"name":"youtube_upload_video","description":"Upload a generated draft to YouTube. Free tier returns a sandbox preview URL (demo-only). Pro/Studio with a connected channel queues the upload to the tenant's "},{"name":"youtube_get_performance","description":"Get a tenant-scoped performance summary for the last N days (default 30, max 90). Returns videosPublished, videosSandbox, and the top 10 most recent video summa"},{"name":"youtube_get_recommendations","description":"Get prioritized, channel-specific recommendations from Alya's adaptive learning loop. Returns onboarding gaps, missed velocity, channel-connect prompts, and hig"},{"name":"youtube_health_check","description":"Free, no-quota health probe. Returns your tier, current month usage, monthly caps, channel connection status, and niche configuration status. Use this from your"},{"name":"youtube_get_pipeline_status","description":"Get the current state of Alya's adaptive YouTube engine: mode, week, weekly velocity, draft/approval counters, abort criteria, and API quota."},{"name":"web_search","description":"Search the live web in Turkish or English and return a synthesized answer with sources. Powered by Alya's research engine."},{"name":"image_gen","description":"Generate a 1024x1024 image from a text prompt using FLUX.1-schnell. Returns a URL."},{"name":"polymarket_edge","description":"PREMIUM ($0.50/call). Alya's live Polymarket edge ranking: top markets where her model disagrees with current price. Built on 6+ months of in-house arb history."},{"name":"alpaca_paper_status","description":"Get the current Alpaca paper-trading status: equity, cash, open positions, last lessons."},{"name":"alya_ask","description":"Ask Alya - the operator agent. Use for general questions, opinions, multi-step reasoning, or to delegate to Alya's internal tools."},{"name":"polymarket_signals","description":"Live Polymarket copy-trading signals from Alya's Tier-A trader watchlist (top-20 all-time + top-5 24h profit), filtered through Alya's category-quality engine ("},{"name":"polymarket_categorize","description":"Classify any Polymarket market title into Alya's quality categories (wc_future, tail_safe_no, geopolitics, news_event, nba, nhl, mlb, ufc, cs2_intraday, la_liga"},{"name":"polymarket_top_traders","description":"Alya's curated Polymarket Tier-A trader leaderboard: union of top-20 all-time profit and top-5 last-24h profit, refreshed every 4h. Each row includes wallet, wi"},{"name":"agent_registry","description":"List, look up, and discover other agents in the Alya Hub catalog. Use this to delegate work to specialised agents."},{"name":"alya_gems_recent","description":"Discover undervalued antiques, collectibles, and rare items priced ≤30% of estimated market value. Powered by GemHunt's eBay/auction scraping engine — each gem "},{"name":"alya_gem_appraise","description":"Trigger a Grok-AI gemological appraisal of a single gem on GemHunt (https://gemhunt.app — Father's gem-discovery platform). Returns: estimated retail value (USD"},{"name":"alya_demands_trending","description":"Top consumer demands aggregated globally on AskFor — real users paying $1+ to publicly request features, products, or services from companies (Netflix, Apple, g"},{"name":"alya_drug_interactions","description":"Check pairwise drug-drug interactions for any 2-10 medications. Returns severity (none/minor/moderate/severe), clinical description, and recommendation per pair"},{"name":"alya_symptom_check","description":"Start a Bayesian symptom-to-diagnosis session via Symptia (https://symptia.app — Alya's diagnosis platform; think of it as WebMD with a real probabilistic brain"},{"name":"alya_seismic_recent","description":"Recent earthquakes worldwide from SeismoAI's USGS+EMSC+GFZ aggregator. Returns magnitude, location, depth, time, source. Use for real-time seismic monitoring, n"},{"name":"alya_seismic_forecast","description":"72-hour earthquake probability forecasts by SeismoAI's LightGBM+XGBoost model (v23.0, 230 features). Each prediction is a 1° grid cell with probabilities for M5"},{"name":"alya_weather_now","description":"Current weather (temperature °C, humidity %, UV index, condition, icon) for any city worldwide. Powered by Velene's miroir engine (OpenMeteo + Grok-fused). Use "},{"name":"alya_iconic_clones","description":"Browse Sosie's catalog of iconic historical & contemporary figures available as conversational AI clones (Carl Sagan, Napoleon, Nietzsche, etc.). Each entry: na"},{"name":"alya_clone_chat","description":"Send a message to an iconic character clone on Sosie (https://sosie.app — Father's celebrity/character voice-clone platform). Returns the clone's in-character r"},{"name":"alya_app_directory","description":"Search Father's curated catalog of business/AI/HR/marketing tools (FindMyAppz). Each entry: slug, name, category, tagline, description, status, view count. Use "},{"name":"alya_loss_check","description":"Pre-flight risk check against Alya's loss memory. Describe the action you (the agent) are about to take — Alya searches her own documented losses (real money sh"},{"name":"alya_celeb_summary","description":"AI-generated intelligence summary on a celebrity from CelebTrack (https://celebtrack.app — Father's celebrity-tracking platform). Returns: recent activity timel"},{"name":"calibrate_decision","description":"Calibrate a prediction's confidence against historical outcomes. Returns calibrated_confidence, similar resolved cases, a confidence interval, an optional Kelly"},{"name":"get_domain_accuracy","description":"Look up the historical win-rate for a given prediction domain in Alya's outcome ledger. Returns resolved count, wins, losses, win_rate, and last_resolved_at."},{"name":"batch_calibrate","description":"Calibrate up to 25 predictions in a single MCP call (flat $0.005 per call, regardless of batch size). Each item must include `prediction`; optional `confidence`"}],"toolCount":32,"serverName":"alya-hub","capabilities":["tools"],"serverVersion":"1.0.3","protocolVersion":"2025-03-26"}}],"tools":[{"name":"youtube_find_opportunities","description":"Find the next N best video topic opportunities for your channel. Scores each topic against your locked niche keywords and brand voice. Returns topic, searchVolu"},{"name":"youtube_generate_video","description":"Generate a full draft video (title variants, description, tags, script in Markdown, thumbnail prompt, estimated duration) for a given topic. Free tier returns t"},{"name":"youtube_upload_video","description":"Upload a generated draft to YouTube. Free tier returns a sandbox preview URL (demo-only). Pro/Studio with a connected channel queues the upload to the tenant's "},{"name":"youtube_get_performance","description":"Get a tenant-scoped performance summary for the last N days (default 30, max 90). Returns videosPublished, videosSandbox, and the top 10 most recent video summa"},{"name":"youtube_get_recommendations","description":"Get prioritized, channel-specific recommendations from Alya's adaptive learning loop. Returns onboarding gaps, missed velocity, channel-connect prompts, and hig"},{"name":"youtube_health_check","description":"Free, no-quota health probe. Returns your tier, current month usage, monthly caps, channel connection status, and niche configuration status. Use this from your"},{"name":"youtube_get_pipeline_status","description":"Get the current state of Alya's adaptive YouTube engine: mode, week, weekly velocity, draft/approval counters, abort criteria, and API quota."},{"name":"web_search","description":"Search the live web in Turkish or English and return a synthesized answer with sources. Powered by Alya's research engine."},{"name":"image_gen","description":"Generate a 1024x1024 image from a text prompt using FLUX.1-schnell. Returns a URL."},{"name":"polymarket_edge","description":"PREMIUM ($0.50/call). Alya's live Polymarket edge ranking: top markets where her model disagrees with current price. Built on 6+ months of in-house arb history."},{"name":"alpaca_paper_status","description":"Get the current Alpaca paper-trading status: equity, cash, open positions, last lessons."},{"name":"alya_ask","description":"Ask Alya - the operator agent. Use for general questions, opinions, multi-step reasoning, or to delegate to Alya's internal tools."},{"name":"polymarket_signals","description":"Live Polymarket copy-trading signals from Alya's Tier-A trader watchlist (top-20 all-time + top-5 24h profit), filtered through Alya's category-quality engine ("},{"name":"polymarket_categorize","description":"Classify any Polymarket market title into Alya's quality categories (wc_future, tail_safe_no, geopolitics, news_event, nba, nhl, mlb, ufc, cs2_intraday, la_liga"},{"name":"polymarket_top_traders","description":"Alya's curated Polymarket Tier-A trader leaderboard: union of top-20 all-time profit and top-5 last-24h profit, refreshed every 4h. Each row includes wallet, wi"},{"name":"agent_registry","description":"List, look up, and discover other agents in the Alya Hub catalog. Use this to delegate work to specialised agents."},{"name":"alya_gems_recent","description":"Discover undervalued antiques, collectibles, and rare items priced ≤30% of estimated market value. Powered by GemHunt's eBay/auction scraping engine — each gem "},{"name":"alya_gem_appraise","description":"Trigger a Grok-AI gemological appraisal of a single gem on GemHunt (https://gemhunt.app — Father's gem-discovery platform). Returns: estimated retail value (USD"},{"name":"alya_demands_trending","description":"Top consumer demands aggregated globally on AskFor — real users paying $1+ to publicly request features, products, or services from companies (Netflix, Apple, g"},{"name":"alya_drug_interactions","description":"Check pairwise drug-drug interactions for any 2-10 medications. Returns severity (none/minor/moderate/severe), clinical description, and recommendation per pair"},{"name":"alya_symptom_check","description":"Start a Bayesian symptom-to-diagnosis session via Symptia (https://symptia.app — Alya's diagnosis platform; think of it as WebMD with a real probabilistic brain"},{"name":"alya_seismic_recent","description":"Recent earthquakes worldwide from SeismoAI's USGS+EMSC+GFZ aggregator. Returns magnitude, location, depth, time, source. Use for real-time seismic monitoring, n"},{"name":"alya_seismic_forecast","description":"72-hour earthquake probability forecasts by SeismoAI's LightGBM+XGBoost model (v23.0, 230 features). Each prediction is a 1° grid cell with probabilities for M5"},{"name":"alya_weather_now","description":"Current weather (temperature °C, humidity %, UV index, condition, icon) for any city worldwide. Powered by Velene's miroir engine (OpenMeteo + Grok-fused). Use "},{"name":"alya_iconic_clones","description":"Browse Sosie's catalog of iconic historical & contemporary figures available as conversational AI clones (Carl Sagan, Napoleon, Nietzsche, etc.). Each entry: na"},{"name":"alya_clone_chat","description":"Send a message to an iconic character clone on Sosie (https://sosie.app — Father's celebrity/character voice-clone platform). Returns the clone's in-character r"},{"name":"alya_app_directory","description":"Search Father's curated catalog of business/AI/HR/marketing tools (FindMyAppz). Each entry: slug, name, category, tagline, description, status, view count. Use "},{"name":"alya_loss_check","description":"Pre-flight risk check against Alya's loss memory. Describe the action you (the agent) are about to take — Alya searches her own documented losses (real money sh"},{"name":"alya_celeb_summary","description":"AI-generated intelligence summary on a celebrity from CelebTrack (https://celebtrack.app — Father's celebrity-tracking platform). Returns: recent activity timel"},{"name":"calibrate_decision","description":"Calibrate a prediction's confidence against historical outcomes. Returns calibrated_confidence, similar resolved cases, a confidence interval, an optional Kelly"},{"name":"get_domain_accuracy","description":"Look up the historical win-rate for a given prediction domain in Alya's outcome ledger. Returns resolved count, wins, losses, win_rate, and last_resolved_at."},{"name":"batch_calibrate","description":"Calibrate up to 25 predictions in a single MCP call (flat $0.005 per call, regardless of batch size). Each item must include `prediction`; optional `confidence`"}],"package":null},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"mcp_registry","key":"io.github.Rupert1987/alya-hub","url":"https://registry.modelcontextprotocol.io/v0/servers/io.github.Rupert1987%2Falya-hub","firstSeenAt":"2026-09-06T06:18:07.568Z","fetchedAt":"2026-09-06T06:18:07.568Z","normalizedAt":"2026-09-06T06:18:07.568Z"}]},"firstSeenAt":"2026-09-06T06:18:07.568Z","updatedAt":"2026-09-07T21:41:05.902Z"}