mcp server
PJQ — Public Judgment Quotient
Observatory of public media reception: classify YouTube comments for mood, support and controversy.
Description as published by the maintainer. Source
- version 1.0.0
- active
active — Registry entry last updated 2026-06-10.
What this server can do
7 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.
controversial_videos(days, limit)- Самые спорные видео — высокий controversy (раскол SUP/AGA, 0..1). Для поиска тем с максимальным расколом мнений в аудитории. Отличается от mood_net (направление): controversy = размер раскола. 1.0 = война 50/50. limit: сколько вернуть (1..20, default 5). days: макс возраст вердикта (default 30).
mood_matrix(tier, limit, domain)- Агрегатный mood-вью с фильтрами по домену и tier. domain ∈ {POL, ECON, BIZ, TECH, EDU, ENV, SOC, MED, TRV, ENT, LIFE, unassigned}. tier ∈ {official, semi_official, independent, unassigned}. Возвращает последние `limit` снапшотов с расчётом mood_net и support_pct.
video_classify(qa, url)- Полный pipeline: URL -> вердикт в SQLite + Obsidian vault. ВАЖНО: долгая операция, ~10-20 мин на 300 комментов (haiku 10м + sonnet QA 8м). `qa=False` — пропустить sonnet-эскалацию (быстрее, но без QA-метрик). Возвращает verdict_id + summary (hard_counts + mood + QA-stats). На публичном сервере отключён env-флагом PJQ_PUBLIC_CLASSIFY_DISABLED=1 — синхронный classify не выдерживает параллельной нагрузки и угрожает Claude Max-подписке. Замена на job queue + worker в работе. Required: url.
video_exemplars(stance, video_id)- Exemplar-цитаты последнего снапшота по video_id. Если stance задан (SUP/AGA/NEU/OFF/THIN/SUS/AGN) — фильтруется по нему. Это единственное место, где хранится текст комментариев. Required: video_id.
video_history(video_id)- Все снапшоты по video_id во времени (от старого к новому). Полезно для анализа динамики mood — как меняется приём со временем. Required: video_id.
video_verdict(video_id)- Последний снапшот вердикта по YouTube video_id (11 симв.). Возвращает строку из verdicts + расклад в %% (из v_verdict_mood): n_sampled, cnt_* по 7 категориям, pct_*, mood_net (-1..+1), support_pct, qa_sampled_pct / qa_agreement_pct, classifier_model, rubric_version. Required: video_id.
videos_list- Все видео из канона. Поля: id, external_id, title, channel_name, domain, tier, first_seen.
Last successful function declaration observed on . Source: https://pjq.life/mcp/. We list what the server declared; we do not call any of these functions.
Endpoint status observed on . Source: https://pjq.life/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 | 1.0.0 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-06-10 | When the registry record was last updated by its maintainer. | point in time | Model Context Protocol | |
| First listed in the MCP Registry | 2026-06-10 | 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 | 7 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 | pjq.life | |
| mcp endpoint status | ok | The server listed 7 functions when asked. | as of probe | pjq.life |
Where to get it
This record as data
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