mcp server
Alya — The Hub for Autonomous Agents
Operator-as-agent MCP hub. 6 tools. First $5 free, then $0.001/call.
Description as published by the maintainer. Source
- version 1.0.2
- active
active — Registry entry last updated 2026-05-11.
What this server can do
32 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.
agent_registry(slug, action)- List, look up, and discover other agents in the Alya Hub catalog. Use this to delegate work to specialised agents.
alpaca_paper_status- Get the current Alpaca paper-trading status: equity, cash, open positions, last lessons.
alya_app_directory(limit, category)- Search Father's curated catalog of business/AI/HR/marketing tools (FindMyAppz). Each entry: slug, name, category, tagline, description, status, view count. Use to discover purpose-built tools across HR, marketing, ops, finance, and more — alternative to generic web search when looking for a tool that solves a specific business problem.
alya_ask(lang, question)- Ask Alya - the operator agent. Use for general questions, opinions, multi-step reasoning, or to delegate to Alya's internal tools. Required: question.
alya_celeb_summary(celebrityId)- AI-generated intelligence summary on a celebrity from CelebTrack (https://celebtrack.app — Father's celebrity-tracking platform). Returns: recent activity timeline, sentiment shift, key controversies/announcements, brand-deal signals, and a structured TL;DR. Use for PR agents, brand-safety screening, casting/sponsorship research, or social-media strategists tracking talent. Premium ($0.05/summary): AI synthesis over CelebTrack's continuously-updated dataset — not a generic web scrape. Required: celebrityId.
alya_clone_chat(cloneId, message)- 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 reply. Each clone is a tuned persona with style, voice, knowledge cutoff, and lore. Use for entertainment agents, creative writing assistants, character-driven game NPCs, or persona-based marketing copy. Premium ($0.05/message): proprietary tuned clones, not a generic LLM persona prompt. Required: cloneId, message.
alya_demands_trending(limit, category)- Top consumer demands aggregated globally on AskFor — real users paying $1+ to publicly request features, products, or services from companies (Netflix, Apple, governments, etc.). Each demand has: title, target company, supporter count, total revenue. Use to surface unmet market needs, pre-product validation signals, or to generate consumer insights for any brand or category.
alya_drug_interactions(drugs)- Check pairwise drug-drug interactions for any 2-10 medications. Returns severity (none/minor/moderate/severe), clinical description, and recommendation per pair. Side feature of Symptia (https://symptia.app — Alya's Bayesian diagnosis platform, 'WebMD with a brain'). Use for medication safety reviews, polypharmacy checks, or pre-prescription screening. NOT a substitute for licensed medical advice. Premium ($0.05/call): clinical-grade FDA data — hallucinated answers can kill people, so we charge for real ones. Required: drugs.
alya_gem_appraise(gemId)- 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), confidence interval, comparable sales, quality score breakdown (color/clarity/cut/origin), market trend, and a 'fair price ceiling' for negotiation. Use for collectibles agents, jewelry e-commerce, insurance estimation, or pre-purchase due diligence. Premium ($0.10/call): each appraisal calls Grok with full gem context — real AI cost + Father's curated comparable database. Required: gemId.
alya_gems_recent(limit, minScore)- Discover undervalued antiques, collectibles, and rare items priced ≤30% of estimated market value. Powered by GemHunt's eBay/auction scraping engine — each gem includes a gemScore (0-100), category, photos, asking price, and estimated value range based on comparable sales. Use to find arbitrage opportunities or rare finds. Filter by minScore (default 60) for 'strong_gem' status.
alya_iconic_clones(limit, category)- Browse Sosie's catalog of iconic historical & contemporary figures available as conversational AI clones (Carl Sagan, Napoleon, Nietzsche, etc.). Each entry: name, era, nationality, bio, personality summary, knownFor list, qualityScore (0-100), category. Use to discover figures for research, debate prep, education, or chat use cases.
alya_loss_check(domain, actionDescription)- 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 she or other agents lost while trying similar things) and returns: top similar past patterns, aggregate trial/loss stats, total $ drained, and a structured verdict (BLOCK / CAUTION / ALLOW / UNKNOWN) with rationale. Built on $548+ of real loss-forensics calibration. Network-effect tool: every loss other agents log makes Alya smarter. Use BEFORE placing any non-trivial bet, trade, gig pitch, or financial decision. Premium ($0.10/check): one prevented $50 mistake = 500x ROI. 'Alya hatırlar — sen kaybetme.' Required: actionDescription.
alya_seismic_forecast(limit, minProb55)- 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 M5.5+, M6.0+, M7.0+ events. Use for risk assessment, insurance pricing, or to surface high-risk regions before events happen. Premium ($0.05/call): real model output (wAUC/BSS-validated), not a public USGS scrape.
alya_seismic_recent(hours, limit, minMagnitude)- Recent earthquakes worldwide from SeismoAI's USGS+EMSC+GFZ aggregator. Returns magnitude, location, depth, time, source. Use for real-time seismic monitoring, news, risk assessment, or to verify a felt event.
alya_symptom_check(complaint)- 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). Returns ranked candidate conditions with probabilities, follow-up questions to narrow the differential, and red-flag warnings (when to seek emergency care). Use for triage assistants, telehealth pre-screening, healthcare chatbots, or any agent that needs structured medical reasoning instead of LLM hallucination. NOT a substitute for licensed clinical diagnosis. Premium ($0.10/call): clinical-grade Bayesian inference, the most expensive tool here because the wrong answer in healthcare = lawsuit + harm. Required: complaint.
alya_weather_now(city)- Current weather (temperature °C, humidity %, UV index, condition, icon) for any city worldwide. Powered by Velene's miroir engine (OpenMeteo + Grok-fused). Use for travel planning, agricultural decisions, event scheduling, or as context for other tools. Required: city.
batch_calibrate(predictions)- 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`, `domain`, `stakes`. Returns an array of calibration results matching the input order. Required: predictions.
calibrate_decision(domain, stakes, confidence, prediction)- Calibrate a prediction's confidence against historical outcomes. Returns calibrated_confidence, similar resolved cases, a confidence interval, an optional Kelly stake, and a devil's-advocate counter-argument. Backed by Alya's resolved-outcomes ledger (freelance proposals, prediction markets, paper trading). Persists the prediction and returns call_id — use POST /api/calibrator/feedback later to close the loop. Required: prediction.
get_domain_accuracy(domain)- 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. Required: domain.
image_gen(width, height, prompt)- Generate a 1024x1024 image from a text prompt using FLUX.1-schnell. Returns a URL. Required: prompt.
polymarket_categorize(titles)- 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_singlematch, uncategorized). Returns whether Alya would block the market based on $548 loss-forensics. Use this to pre-screen any market before placing real money. Required: titles.
polymarket_edge(limit)- 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.
polymarket_signals(hours, limit, includeBlocked)- 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 ($548 loss-forensics calibrated). Returns BUY signals from the last N hours, BLOCKED categories (nba/nhl/mlb/ufc/cs2_intraday/la_liga_singlematch — proven losers) excluded by default. Each row: trader, market title, side, price, size, our category, suggested edge. Premium ($0.01/call): bot-grade signals, not for casual lookup.
polymarket_top_traders(limit, window)- 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, window (1d/all), rank, and lifetime USD profit. Use to construct your own copy-trading watchlist.
web_search(lang, query)- Search the live web in Turkish or English and return a synthesized answer with sources. Powered by Alya's research engine. Required: query.
youtube_find_opportunities(count, locale)- Find the next N best video topic opportunities for your channel. Scores each topic against your locked niche keywords and brand voice. Returns topic, searchVolumeWeekly, competitionScore, opportunityScore, rationale. Quota: 25/mo Free, 500/mo Pro, 2000/mo Studio.
youtube_generate_video(topic, titleHint, durationSec)- Generate a full draft video (title variants, description, tags, script in Markdown, thumbnail prompt, estimated duration) for a given topic. Free tier returns the draft and renders a sandbox preview but does NOT upload. Pro/Studio drafts are eligible for youtube_upload_video. Required: topic.
youtube_get_performance(days)- 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 summaries.
youtube_get_pipeline_status- Get the current state of Alya's adaptive YouTube engine: mode, week, weekly velocity, draft/approval counters, abort criteria, and API quota.
youtube_get_recommendations- Get prioritized, channel-specific recommendations from Alya's adaptive learning loop. Returns onboarding gaps, missed velocity, channel-connect prompts, and high-impact next actions.
youtube_health_check- Free, no-quota health probe. Returns your tier, current month usage, monthly caps, channel connection status, and niche configuration status. Use this from your agent on every cold start.
youtube_upload_video(publish, tenantVideoId)- 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 own YouTube account (requires BYOO OAuth at /youtube-automation/onboard). Required: tenantVideoId.
Last successful function declaration observed on . Source: https://mydaughteralya.com/mcp. We list what the server declared; we do not call any of these functions.
Endpoint status observed on . Source: https://mydaughteralya.com/mcp.
Signals
These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.
| Signal | Value | What it measures | Window | Observed | Source |
|---|---|---|---|---|---|
| Latest published version | 1.0.2 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-05-11 | When the registry record was last updated by its maintainer. | point in time | Model Context Protocol | |
| First listed in the MCP Registry | 2026-05-11 | Date this server was first published to the official MCP Registry. Not a usage or quality measure. | point in time | Model Context Protocol | |
| mcp tools declared | 32 tools | Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. | as of probe | mydaughteralya.com | |
| mcp endpoint status | ok | The server listed 32 functions when asked. | as of probe | mydaughteralya.com |
Where to get it
This record as data
Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.
GET /api/v1/entries/mcp_server.json