Prototype · Preview: every server in the official registry, synced every 30 minutes. Sign in with Google to write reviews.Prototype · updated every 30 min
PopNx MCPMCP servers for people who use AI · explained in plain words

PJQ — Public Judgment Quotient

by Makaricversion 1.0.0i★ 0iRuns in the cloud
Registry namelife.pjq/pjq

How to install

What it does

Observatory of public media reception: classify YouTube comments for mood, support and controversy.

  • Connects Runs in the cloud
  • Account or key Needs Authorization
  • Category Marketing & social media

Install

Pick the AI app you use, then copy the settings.

Passed 2/3 checks · Runs on your computer

We hid some of the commands

Connect by URL: the server address did not answer when we checked

No install path has passed yet. See the maker’s instructions or pick another server in this category · Maker’s install instructions · Others in this category

First: which AI do you use?

Pick your app and the steps appear below.

Claude cannot connect PJQ — Public Judgment Quotient yet

No install path has passed yet. See the maker’s instructions or pick another server in this category

ChatGPT cannot connect PJQ — Public Judgment Quotient yet

No install path has passed yet. See the maker’s instructions or pick another server in this category

What you can do instead

B · Others in Marketing & social media that work with ChatGPT

Picked from the most used in the same category, only ones that connect by address with no key

Claude Code cannot connect PJQ — Public Judgment Quotient yet

No install path has passed yet. See the maker’s instructions or pick another server in this category

Cursor cannot connect PJQ — Public Judgment Quotient yet

No install path has passed yet. See the maker’s instructions or pick another server in this category

VS Code cannot connect PJQ — Public Judgment Quotient yet

No install path has passed yet. See the maker’s instructions or pick another server in this category

No install path has passed yet. See the maker’s instructions or pick another server in this category

Stuck? Ask people who use PJQ — Public Judgment Quotient💬 Discussion →
For developers: Terminal commands and JSON settings

Values you fill in

  • Authorization secret required HTTP header
    Bearer API key. Create a free key at https://pjq.life (Cabinet -> API key), then send: Authorization: Bearer pjq_xxx

Descriptions are as written by the maker.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

At a glance

Downloads per weeki
Not on npm/PyPI
Verified domain
✓ pjq.life
Licencei
Apache-2.0
Connection
Runs in the cloud
Transport
streamable-http
Latest versioni
1.0.0
Published to registryi
Jun 10, 2026
Code last changedi
Jun 11, 2026
Maker
Makaric
Website
pjq.life
Registry status
Active

Which apps can use it

Based on how this server connects and on each app’s own docs, checked Nov 10, 2026.

Connect over the internet in

GooseLM StudioMsty StudioCherry StudioVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast

All apps, with pros and cons →

Related guides

What it can do

The server did not answer when we last checked, so we could not read its tools.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 16, 2026

  • ✓ Pass

    Maker matches the repo

    The registry name was verified against the domain pjq.life (the registry checks domain ownership)

  • ✓ Pass

    Still maintained

    Code last changed 5 months ago

  • – Not applicable

    Has a licence

    Not applicable: a cloud server run by the owner of pjq.life; you don't run code from the repo

  • ✕ Fail

    Endpoint responds

    Did not respond within 6 seconds when we checked

  • – Not applicable

    Sign-in with OAuth

    Did not respond within 6 seconds when we checked

  • … Not checked yet

    No hidden instructions in tool descriptions

    Not checked yet; we read the tool list when we check the endpoint

What we check → · JSON

Makers: ask for a re-check or report wrong info

Discussion

Ask, share a tip or report that it does not work. Sorted by what people marked helpful.

No posts yet. Be the first to ask or share.

Posts here are written by users, not the PopNx team.

Sign in to post

User reviews

No reviews yet

Sign in to write a review

Compared with others in Marketing & social mediai

  • More stars than 0% of the other 3970 servers in this category
  • Published to the registry more recently than 10% of the other 3970 servers in this category
  • Basic checks equal to or better than 55% of the other 3970 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is PJQ — Public Judgment Quotient safe?

It passed 2 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

You need to fill in: Authorization

Does it run on my computer or in the cloud?

It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.

Is it still maintained?

The GitHub repo last changed 5 months ago, and the latest version (1.0.0) reached the registry 5 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT on the web (full MCP on Business and above; Pro read-only).

What can I use instead?

In the same category: Relaticle, ChatbotX, X (Twitter) MCP Server by Xquik, Betterlytics, BibiGPT YouTube Video Summarizer

Similar alternatives

Same category, other makers, commands already checked. Official ones first, then by stars.

Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Relaticle

Open-source CRM your AI agents can write to: companies, people, opportunities, tasks and notes.

by relaticleGrowing★ 1.8KUpdated 3 days ago

Runs in the cloud✓ service owner · relaticle.com

ChatbotX

Omnichannel customer messaging, CRM contacts, flows, sequences, broadcasts, and AI automation.

by ChatbotXIOGrowing★ 1.1K Stars for the whole repoUpdated 10 days ago

Runs in the cloud✓ service owner · chatbotx.io

Betterlytics

Query your Betterlytics web analytics from AI agents: traffic, funnels, journeys, errors, uptime.

by betterlyticsGrowing★ 193Updated 3 months ago

Runs in the cloud✓ service owner · betterlytics.io

BibiGPT YouTube Video Summarizer

AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.

by JimmyLvGrowing★ 141Updated 19 days ago

Runs in the cloud✓ service owner · bibigpt.co

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

PJQ — Public Judgment Quotient

A seismograph for public opinion. PJQ measures **how an audience actually

received** a piece of media — separating genuine opinion from fan noise, bots,

and self-promoters.

Live: pjq.life · License: Apache-2.0


What this is

PJQ takes the URL of a piece of content (YouTube today; Reddit, Telegram, and News next), samples the comments under it, and classifies every comment against a 7-category stance rubric. The output is a *verdict*: a numeric reception score (mood) plus a structured breakdown — how many people substantively agreed, how many pushed back, how many stayed neutral, and how much noise is drowning the signal.

Think of it as an observatory of media reception, exposed over two transports on one core:

  • a REST API (/api/v1/*) for analytics automation, and
  • an MCP server (/mcp/) so AI agents (Claude Desktop and friends) can run analyses and read verdicts directly inside a chat.

What's in this repository

This repo is the open client + specification of PJQ. The hosted analysis engine (sampling, classification, QA, the ONNX stance model and the prompt internals) stays closed — it is the product's moat. What's open here is everything you need to *use*, *integrate with*, and *understand* PJQ:

web/    — the full web client (React + TypeScript + Vite SPA, 5 languages)

spec/ — the conceptual specification ├── CONCEPT.md what PJQ is and why ├── RUBRIC.md the 7-category stance rubric (definitions) ├── domains.yaml the 11-domain content taxonomy ├── FEATURED.md the open, automatic showcase-ranking formula └── verdict-schema.md the shape of a verdict (API output) docs/ — integration reference ├── api-reference.md REST API surface ├── mcp-reference.md MCP tools and schemas └── user-guide/ end-user guide (EN + RU)

The 7-category rubric (in one breath)

Every comment gets exactly one of: SUP (substantive support), AGA (substantive against), NEU (neutral), OFF (off-topic), THIN (thin positive — praise without an argument), SUS (inorganic — bot / paid / coordinated), AGN (own agenda — the comment is a vehicle for the author's external goal).

Reporting rule: opinion metrics (mood, support) are computed *strictly* from SUP / AGA / NEU. THIN / OFF / SUS / AGN are counted separately and never inflate support percentages. See spec/RUBRIC.md.

Running the web client

The client is a standard Vite SPA. By default it talks to the hosted backend at pjq.life (same-origin in production).

cd web

npm install npm run dev # dev server with hot reload npm run build # production build (with build-time SEO prerender) -> dist/

To point the client at a different backend, copy web/.env.example and set VITE_API_BASE.

Integrating

  • REST API — get an API key from the Cabinet on pjq.life, then see docs/api-reference.md. Read-only tools cost no credits; a full analysis costs one credit.
  • MCP — point an MCP-capable client at https://pjq.life/mcp/ and see docs/mcp-reference.md for the exported tools.

Comment raw texts are never returned over the API — only aggregates, percentages, and a small set of representative exemplars, per PJQ's privacy policy.

Status

PJQ is live and in active development. The roadmap is public at pjq.life/flightlog. This repository tracks the client and the spec; engine changes ship to the hosted service.

License

Copyright 2026 PJQ (github.com/Makaric). Licensed under the Apache License, Version 2.0 — see LICENSE.

*Русская версия: README_RU.md.*