Ptpge MCP

Name: Ptpge MCP
Author: ptpge

by ptpgeversion 0.36.8i★ –iRuns in the cloud

Registry nameorg.ptpge/mcp-server

Install

Overview

Description from the maker (original English)

The open vocabulary of print for AI agents: terms, product envelopes, validation, fingerprint.

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Runs in the cloud
Transport: Streamable HTTP
Category: Other

Install

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

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://mcp.ptpge.org/mcp

Run this in your terminal

claude mcp add --transport http ptpge https://mcp.ptpge.org/mcp

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "ptpge": {
      "url": "https://mcp.ptpge.org/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "ptpge": {
      "type": "http",
      "url": "https://mcp.ptpge.org/mcp"
    }
  }
}

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://mcp.ptpge.org/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

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

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

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 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified against the domain ptpge.org (the registry checks domain ownership)
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Otheri

More stars than 0% of the other 32568 servers in this category
Published to the registry more recently than 60% of the other 32568 servers in this category
Basic checks equal to or better than 100% of the other 32568 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 Ptpge MCP safe?

It passed 1 of 1 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?

The registry does not list a required key, though some servers ask you to sign in on first use.

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 –, and the latest version (0.36.8) reached the registry 25 days 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 in developer mode.

What can I use instead?

In the same category: Spec Driven Development, Remote Desktop Commander, FlyDocs

Alternatives

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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.

PTPGE MCP Server

A read-only Model Context Protocol server that exposes the PTPGE specification — the open vocabulary of print — to AI agents.

The vocabulary (terms with permanent URIs, product templates, variables, schemas and registers) is published under CC BY 4.0 at https://api.ptpge.org/v1/. This server loads it, keeps it in memory, reloads when the dataset version changes, and offers it to agents as a small set of MCP tools: search a term, read a term, read a product envelope, validate a configuration, resolve a colour notation, compute and expand a configuration fingerprint (ptpge-cfs/1).

Live, open, no key: https://mcp.ptpge.org/mcp (Streamable HTTP). open.mcp.ptpge.org is an alias.

Add it to your assistant

Claude (web or desktop): Settings → Connectors → Add custom connector → https://mcp.ptpge.org/mcp
ChatGPT: Settings → Connectors → Add (developer mode) → same URL
Claude Code: claude mcp add ptpge --transport http https://mcp.ptpge.org/mcp

Then ask, in any language: «What is a roll fold?» or «Fingerprint an A4 tri-fold brochure, 170 g silk, 4/4».

Tools

Tool	What it does
`ptpge_search_terms`	Free-text search over the vocabulary, tokenised and language-independent. Hits carry URI, label, level, group, `kind` (term · supplier · vendor · schema) and score. Deprecated terms are skipped unless asked for.
`ptpge_get_term`	One term in full: definition, relations (`broader` / `narrower` / `related`), mappings, properties, notation. Accepts a full URI or a relative path.
`ptpge_get_version`	Dataset version, term counts, licence, scheme URL, server version.
`ptpge_browse`	Walk the hierarchy from a node.
`ptpge_get_product_envelope`	For a product template: which variables apply, which are required for an identity, which values are allowed.
`ptpge_validate_config`	Check a configuration (bindings on vocabulary URIs) against its envelope: membership, cardinality, scope, numeric bands, cross-variable rules.
`ptpge_resolve_color_notation`	`4/4`, `4/1`, `1/0` … → ink counts per face in vocabulary terms.
`ptpge_fingerprint`	Canonicalise a validated configuration and compute its `ptpge-cfs/1` fingerprint (spec and offer).
`ptpge_expand_fingerprint`	A fingerprint back to its configuration, from the register at `ptpge.org/f/`.

Responses are plain JSON. The /playground page lets you watch an agent run the loop from a free-text order to a fingerprint, every tool call in the transcript.

Endpoints

Path	Purpose
`POST /mcp`	MCP over Streamable HTTP (also GET for the event stream, DELETE to end a session)
`GET /health`, `/healthz`	Liveness + dataset version
`GET /playground`	The Playground
`GET /sse`	Retired — answers 410 with a pointer to `/mcp`

Run it yourself

python3 -m venv venv && source venv/bin/activate

pip install -r requirements.txt python -m ptpge_mcp.server # http://0.0.0.0:8000/mcp

Test with the MCP Inspector: npx @modelcontextprotocol/inspector, transport Streamable HTTP, URL http://localhost:8000/mcp.

pytest -q

Configuration

Variable	Default	Purpose
`PTPGE_API_BASE`	`https://api.ptpge.org/v1`	Where the vocabulary is fetched from
`PTPGE_REFRESH_SECONDS`	`900`	How often to check `version.json` for a new dataset
`PTPGE_LOG_LEVEL`	`INFO`	Python logging level
`PTPGE_MCP_AUTH_USERS`	—	Optional Basic Auth on the server, comma-separated `user:pass` pairs. Leave unset for an open server.
`PTPGE_MCP_HTPASSWD`	—	Optional path to an Apache htpasswd file used instead of the variable above
`PTPGE_MCP_TOKENS` / `_TOKENS_FILE`	—	Optional per-recipient tokens (`?t=`), same purpose

The public server at mcp.ptpge.org runs with none of the auth variables set.

Layout

ptpge_mcp/

├── server.py # tools, handlers, Streamable HTTP, Playground route ├── data.py # fetch, cache, index, search ├── config.py # environment-based runtime config ├── cfs_resolution.py # canonicalisation + ptpge-cfs/1 ├── fingerprint.py, fingermark.py # hash and mark ├── completeness.py # required variables / unspecified axes ├── colornotation.py # 4/4-style notation → terms ├── semantic.py # embedding search (term_embeddings.npz) ├── registerclient.py # ptpge.org/f/ register client ├── playground.py, learningpage.py, missreport.py └── _frame.py # ptpge.org site frame (generated; do not edit) tests/ passenger_wsgi.py # cPanel/Passenger entry point for the hosted instance .cpanel.yml # deploy script for the hosted instance CHANGELOG.md # semver; one entry per release

Versioning

Semver for the server; the dataset has its own date version (ptpge_get_version). The fingerprint algorithm is a separate contract, ptpge-cfs/1, and does not change with server releases.

Licence

Code: Apache License 2.0. Vocabulary and data: CC BY 4.0, held by PTPGE, a non-profit association (being formed). See ptpge.org/governance.

Registry

Listed in the official MCP Registry as org.ptpge/mcp-server (server.json in this repository; published with mcp-publisher, namespace verified by a DNS record on ptpge.org).

Ptpge MCP

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Otheri

Common questions

Alternatives

Spec Driven Development

Remote Desktop Commander

FlyDocs

README from the maker

PTPGE MCP Server

Add it to your assistant

Tools

Endpoints

Run it yourself

Configuration

Layout

Versioning

Licence

Registry