# Alya — The Hub for Autonomous Agents (remote · mydaughteralya.com)

Operator-as-agent MCP hub. 6 tools. First $5 free, then $0.001/call.

- Trust score: 63/100 (medium)
- Change this week: +5
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `mydaughteralya.com`: 63/100 (this document), [markdown](https://verifymcp.io/servers/rupert1987-alya-hub/mydaughteralya.md), [page](https://verifymcp.io/servers/rupert1987-alya-hub/mydaughteralya)
- npm · `@mydaughteralya/mcp`: 39/100, [markdown](https://verifymcp.io/servers/rupert1987-alya-hub/mydaughteralya-mcp.md), [page](https://verifymcp.io/servers/rupert1987-alya-hub/mydaughteralya-mcp)

## Channel facts

- Endpoint: `https://mydaughteralya.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.2`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Endpoint Security**: 63/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 32 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS is enforced; there's no plaintext access path.
  - The HSTS (Strict-Transport-Security) header is present.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 63/100
  - AI-judged instruction clarity (good).
  - Context-footprint check failed: tool/resource definitions use about 3367 tokens (~105/item across 32 items; 32 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 92/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 77% of tool parameters carry a description.
- **Capabilities**: 40/100
  - Spec-recency check failed: implements MCP spec 2025-03-26; the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http rupert1987-alya-hub https://mydaughteralya.com/mcp
```

### Codex

```toml
[mcp_servers.rupert1987-alya-hub]
url = "https://mydaughteralya.com/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "rupert1987-alya-hub": {
      "type": "remote",
      "url": "https://mydaughteralya.com/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add rupert1987-alya-hub --url https://mydaughteralya.com/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  rupert1987-alya-hub:
    url: "https://mydaughteralya.com/mcp"
```

### Other

```json
{
  "mcpServers": {
    "rupert1987-alya-hub": {
      "type": "http",
      "url": "https://mydaughteralya.com/mcp"
    }
  }
}
```

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-03 (score 63, +1)

No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 62, +2)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 60, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 60, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-28 (score 59, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 58, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 58)

First indexed and scored.

## MCP tools (32)

### `youtube_find_opportunities` (~106 tokens)

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.

Input parameters:

- `count` (number): How many opportunities (1–10)
- `locale` (string): BCP-47 locale, e.g. 'en', 'tr', 'es'

### `youtube_generate_video` (~98 tokens)

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.

Input parameters:

- `durationSec` (number): Target duration in seconds (30–1200)
- `titleHint` (string)
- `topic` (string, required): The video topic

### `youtube_upload_video` (~75 tokens)

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).

Input parameters:

- `publish` (boolean)
- `tenantVideoId` (number, required)

### `youtube_get_performance` (~55 tokens)

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.

Input parameters:

- `days` (number)

### `youtube_get_recommendations` (~42 tokens)

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` (~47 tokens)

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_get_pipeline_status` (~42 tokens)

Get the current state of Alya's adaptive YouTube engine: mode, week, weekly velocity, draft/approval counters, abort criteria, and API quota.

### `web_search` (~50 tokens)

Search the live web in Turkish or English and return a synthesized answer with sources. Powered by Alya's research engine.

Input parameters:

- `lang` (string): Output language
- `query` (string, required): Search query

### `image_gen` (~57 tokens)

Generate a 1024x1024 image from a text prompt using FLUX.1-schnell. Returns a URL.

Input parameters:

- `height` (number)
- `prompt` (string, required): Image prompt
- `width` (number)

### `polymarket_edge` (~57 tokens)

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.

Input parameters:

- `limit` (number)

### `alpaca_paper_status` (~31 tokens)

Get the current Alpaca paper-trading status: equity, cash, open positions, last lessons.

### `alya_ask` (~53 tokens)

Ask Alya - the operator agent. Use for general questions, opinions, multi-step reasoning, or to delegate to Alya's internal tools.

Input parameters:

- `lang` (string)
- `question` (string, required)

### `polymarket_signals` (~181 tokens)

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.

Input parameters:

- `hours` (number): Lookback hours (max 168)
- `includeBlocked` (boolean): If true, include category-blocked signals (with category tag)
- `limit` (number): Max rows (max 100)

### `polymarket_categorize` (~109 tokens)

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.

Input parameters:

- `titles` (array, required): 1..50 market titles to categorize

### `polymarket_top_traders` (~96 tokens)

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.

Input parameters:

- `limit` (number): Max rows (max 50)
- `window` (string)

### `agent_registry` (~52 tokens)

List, look up, and discover other agents in the Alya Hub catalog. Use this to delegate work to specialised agents.

Input parameters:

- `action` (string)
- `slug` (string): Required when action=lookup

### `alya_gems_recent` (~134 tokens)

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.

Input parameters:

- `limit` (number): Max gems to return (1-25)
- `minScore` (number): Minimum gemScore (0-100; ≥60 = strong gem)

### `alya_gem_appraise` (~145 tokens)

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.

Input parameters:

- `gemId` (string, required): GemHunt gem id (UUID or numeric)

### `alya_demands_trending` (~118 tokens)

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.

Input parameters:

- `category` (string): Optional category filter (entertainment, tech, government, etc.)
- `limit` (number): Max demands (1-50)

### `alya_drug_interactions` (~143 tokens)

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.

Input parameters:

- `drugs` (array, required): 2-10 drug names (generic or brand)

### `alya_symptom_check` (~187 tokens)

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.

Input parameters:

- `complaint` (string, required): Patient's chief complaint in their own words (any language). Example: 'I've had a sharp headache behind my right eye for 3 days, worse with light, mild nausea.'

### `alya_seismic_recent` (~100 tokens)

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.

Input parameters:

- `hours` (number): Lookback hours (1-168)
- `limit` (number): Max results (1-100)
- `minMagnitude` (number): Min magnitude (0-10)

### `alya_seismic_forecast` (~150 tokens)

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.

Input parameters:

- `limit` (number): Max predictions (1-50)
- `minProb55` (number): Min probability of M5.5+ event (0-1)

### `alya_weather_now` (~90 tokens)

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.

Input parameters:

- `city` (string, required): City name (e.g. 'Istanbul', 'Tokyo', 'New York')

### `alya_iconic_clones` (~113 tokens)

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.

Input parameters:

- `category` (string): Optional filter (legends, scientists, philosophers, etc.)
- `limit` (number): Max clones (1-50)

### `alya_clone_chat` (~142 tokens)

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.

Input parameters:

- `cloneId` (number, required): Sosie clone id — discover via alya_iconic_clones
- `message` (string, required): Your message to the clone (1-2000 chars)

### `alya_app_directory` (~117 tokens)

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.

Input parameters:

- `category` (string): Optional category filter (hr, marketing, finance, ops, ai, etc.)
- `limit` (number): Max results (1-50)

### `alya_loss_check` (~258 tokens)

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.'

Input parameters:

- `actionDescription` (string, required): Plain-language description of the action you are about to take. Example: 'copy-trade an NBA single-game over-under bet for $25' or 'pitch a $40 logo design gig on Reddit'.
- `domain` (string): Optional domain hint to narrow the search: 'polymarket', 'gigs', 'trading', 'crypto', 'gemhunt', 'alpaca', etc. Leave empty to search all domains.

### `alya_celeb_summary` (~142 tokens)

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.

Input parameters:

- `celebrityId` (number, required): CelebTrack celebrity id (use the 'celebrities' list endpoint or chat ask Alya)

### `calibrate_decision` (~185 tokens)

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.

Input parameters:

- `confidence` (number): Your initial confidence 0..1.
- `domain` (string): Optional domain tag, e.g. 'freelance.proposal.upwork.python', 'prediction-market.politics', 'equities.paper.spy'. Used to filter similar cases.
- `prediction` (string, required): What you predict will happen (1 sentence).
- `stakes` (number): Optional USD amount at stake; used to compute kelly_stake.

### `get_domain_accuracy` (~69 tokens)

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.

Input parameters:

- `domain` (string, required): Domain prefix, e.g. 'freelance', 'prediction-market', 'equities'.

### `batch_calibrate` (~70 tokens)

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.

Input parameters:

- `predictions` (array, required)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/rupert1987-alya-hub/mydaughteralya#diagnostics

## Score history

- 2026-08-03: 63
- 2026-08-02: 62
- 2026-08-01: 62
- 2026-07-31: 62
- 2026-07-30: 60
- 2026-07-29: 60
- 2026-07-28: 59
- 2026-07-27: 58
- 2026-07-26: 58

## Links

- Remote endpoint: https://mydaughteralya.com/mcp
- Repository: https://github.com/Rupert1987/alya-mcp
- Website: https://mydaughteralya.com/
- Changelog RSS feed: https://verifymcp.io/servers/rupert1987-alya-hub/mydaughteralya/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/rupert1987-alya-hub/mydaughteralya/changelog.json
- HTML version of this page: https://verifymcp.io/servers/rupert1987-alya-hub/mydaughteralya