// MCP TOOL REFERENCE

ALYA — THE HUB FOR AUTONOMOUS AGENTS TOOLS

32 tools from the Alya — The Hub for Autonomous Agents MCP Server, categorised by risk level.

View the Alya — The Hub for Autonomous Agents policy → Token cost: 4,041 tokens →

// ALL 32 ALYA — THE HUB FOR AUTONOMOUS AGENTS TOOLS

READ 28 tools

Read agent_registry List, look up, and discover other agents in the Alya Hub catalog. Use this to delegate work to specialised ... Read alpaca_paper_status Get the current Alpaca paper-trading status: equity, cash, open positions, last lessons. Read alya_app_directory Search Father's curated catalog of business/AI/HR/marketing tools (FindMyAppz). Each entry: slug, name, cat... Read alya_ask Ask Alya - the operator agent. Use for general questions, opinions, multi-step reasoning, or to delegate to... Read alya_celeb_summary AI-generated intelligence summary on a celebrity from CelebTrack (https://celebtrack.app — Father's celebri... Read alya_demands_trending Top consumer demands aggregated globally on AskFor — real users paying $1+ to publicly request features, pr... Read alya_drug_interactions Check pairwise drug-drug interactions for any 2-10 medications. Returns severity (none/minor/moderate/sever... Read alya_gems_recent Discover undervalued antiques, collectibles, and rare items priced ≤30% of estimated market value. Powered ... Read alya_iconic_clones Browse Sosie's catalog of iconic historical & contemporary figures available as conversational AI clones (C... Read alya_loss_check Pre-flight risk check against Alya's loss memory. Describe the action you (the agent) are about to take — A... Read alya_seismic_forecast 72-hour earthquake probability forecasts by SeismoAI's LightGBM+XGBoost model (v23.0, 230 features). Each p... Read alya_seismic_recent Recent earthquakes worldwide from SeismoAI's USGS+EMSC+GFZ aggregator. Returns magnitude, location, depth, ... Read alya_symptom_check Start a Bayesian symptom-to-diagnosis session via Symptia (https://symptia.app — Alya's diagnosis platform;... Read alya_weather_now Current weather (temperature °C, humidity %, UV index, condition, icon) for any city worldwide. Powered by ... Read batch_calibrate Calibrate up to 25 predictions in a single MCP call (flat $0.005 per call, regardless of batch size). Each ... Read calibrate_decision Calibrate a prediction's confidence against historical outcomes. Returns calibrated_confidence, similar res... Read get_domain_accuracy Look up the historical win-rate for a given prediction domain in Alya's outcome ledger. Returns resolved co... Read image_gen Generate a 1024x1024 image from a text prompt using FLUX.1-schnell. Returns a URL. Read polymarket_categorize Classify any Polymarket market title into Alya's quality categories (wc_future, tail_safe_no, geopolitics, ... Read polymarket_edge PREMIUM ($0.50/call). Alya's live Polymarket edge ranking: top markets where her model disagrees with curre... Read polymarket_signals Live Polymarket copy-trading signals from Alya's Tier-A trader watchlist (top-20 all-time + top-5 24h profi... Read polymarket_top_traders Alya's curated Polymarket Tier-A trader leaderboard: union of top-20 all-time profit and top-5 last-24h pro... Read web_search Search the live web in Turkish or English and return a synthesized answer with sources. Powered by Alya's r... Read youtube_find_opportunities Find the next N best video topic opportunities for your channel. Scores each topic against your locked nich... Read youtube_get_performance Get a tenant-scoped performance summary for the last N days (default 30, max 90). Returns videosPublished, ... Read youtube_get_pipeline_status Get the current state of Alya's adaptive YouTube engine: mode, week, weekly velocity, draft/approval counte... Read youtube_get_recommendations Get prioritized, channel-specific recommendations from Alya's adaptive learning loop. Returns onboarding ga... Read youtube_health_check Free, no-quota health probe. Returns your tier, current month usage, monthly caps, channel connection statu...

WRITE 3 tools

Write alya_clone_chat Send a message to an iconic character clone on Sosie (https://sosie.app — Father's celebrity/character voic... Write youtube_generate_video Generate a full draft video (title variants, description, tags, script in Markdown, thumbnail prompt, estim... Write youtube_upload_video Upload a generated draft to YouTube. Free tier returns a sandbox preview URL (demo-only). Pro/Studio with a...

EXECUTE 1 tools

Execute alya_gem_appraise Trigger a Grok-AI gemological appraisal of a single gem on GemHunt (https://gemhunt.app — Father's gem-disc...

// RUNNING THIS SERVER

The managed route: connect Alya — The Hub for Autonomous Agents through the PolicyLayer gateway — every tool call above is checked against your policy before it runs, with a full audit log.

DIRECT INSTALL (UNMANAGED) npx -y @mydaughteralya/mcp

// FAQ

How many tools does the Alya — The Hub for Autonomous Agents MCP server have? +

The Alya — The Hub for Autonomous Agents MCP server exposes 32 tools across 3 categories: Read, Write, Execute.

How do I enforce policies on Alya — The Hub for Autonomous Agents tools? +

Route the Alya — The Hub for Autonomous Agents server through the PolicyLayer gateway. Define allow, deny, or approval rules per tool in the dashboard — they are enforced on every call before it reaches the server.

What risk categories do Alya — The Hub for Autonomous Agents tools fall into? +

Alya — The Hub for Autonomous Agents tools are categorised as Read (28), Write (3), Execute (1). Each category has a recommended default policy.

Let agents act without letting them run wild.

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