Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
The open vocabulary of print for AI agents: terms, product envelopes, validation, fingerprint.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://mcp.ptpge.org/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http ptpge https://mcp.ptpge.org/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"ptpge": {
"url": "https://mcp.ptpge.org/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"ptpge": {
"type": "http",
"url": "https://mcp.ptpge.org/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://mcp.ptpge.org/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
도구 이름과 설명은 서버가 2026년 11월 8일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.
ptpge_search_termsFree-text search over the PTPGE vocabulary and registers — the open specification of print. Returns a ranked list of matching terms with their URI, notation, preferred label, level (top-concept / group / category / sub-category / element), group, and a relevance score (0.0–1.0).
ptpge_get_termFetch full context for a single PTPGE term: definition, broader/narrower relations, exactMatch / closeMatch mappings, properties, notation, level, and metadata. Accepts either a full URI (https://ptpge.org/v1/...) or a relative path under /v1/.
ptpge_get_versionReturn the current PTPGE dataset version, total term count, counts per level and per group, license, scheme URL, and server version. Useful for version-pinning, health checks, and diagnostics.
ptpge_browseNavigate the PTPGE hierarchy. Returns a node and its children (id, notation, label, level, elementType, hasChildren). Omit id_or_path to get the three top concepts (printing, ordering, variables). Use this for systematic exploration instead of guessing search keywords.
ptpge_get_product_envelopeReturn the complete Configuration Envelope of a product class in one call: supportsSetupModel, every supports* and perSurfaceSupports* predicate with resolved labels, plus typical* descriptors. This is the full menu of what can be configured for the product — use it before compos
ptpge_validate_configEnvelope validation of a product configuration against the specification: checks every binding against the product's supports* envelopes. When a value is not in this template's envelope but another template takes every bound value, the result carries alsoOfferedBy (ranked) and sw
ptpge_resolve_color_notationResolve print colour pair notation (4/4, 4/1, 4+4) into per-surface colour bindings for a given product. The number is a COUNT OF SEPARATIONS, not a colour: it is resolved by searching the combinations this product's envelope actually supports whose colorChannelCount sums to that
ptpge_fingerprintSide effect: the spec-profile fingerprint is registered in the public register at ptpge.org/f (no personal data; same configuration → same entry; cannot be undone). Compute the canonical ptpge-cfs/1 serialization and SHA-256 fingerprint of a resolved product configuration (SD-004
ptpge_expand_fingerprintExpand a spec or request fingerprint (ptpge-cfs/1, full 64-hex or 16-hex short form) back into its structured configuration — the read-back path for MIS/ERP: matched profile, product, every binding with resolved labels, the canonical string, and the dataset version. This is a LOO
ptpge_check_domainDoes an agent find PTPGE on this domain? Fetches exactly what a checkout agent fetches — https:// /.well-known/ucp (the UCP manifest and its ptpge block), the vendor declaration at /.well-known/ptpge/declaration.json, the identity in the vendors register, and a supplier catalogue
ptpge_find_vendorsWho can make this? Reads the PTPGE vendor register and every claimed print shop's own declaration (/.well-known/ptpge/declaration.json — the file is the source) and filters on what the documents say: country (ISO 3166-1 alpha-2), product template (e.g. ordering/products/booklets
ptpge_find_suppliersMakers in the PTPGE supplier register — press and equipment builders, paper mills — with what each one makes (a term under printing/…) and, when the maker has claimed its identity, its own catalogue (/.well-known/ptpge/catalogue.json: press models, paper series). Filter by `makes
ptpge_validate_documentValidate ONE document you hand over — a vendor declaration, supplier catalogue, request, quote or UCP manifest (its `schema` field says which) — against the published JSON Schema, the vocabulary (every term URI must exist; deprecated warns) and, for request/1 and quote/1, the ide
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 10일 점검
레지스트리 이름이 도메인 ptpge.org 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
475ms 만에 응답(HTTP 200)
로그인 필요 없음
도구 설명 13개를 읽었고, AI에게 보내는 숨겨진 지시는 없었어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(0.36.8)은 29일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, MyMultiSig
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Create, review, sign and execute MyMultiSig multisig wallet transactions from AI agents.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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.
https://mcp.ptpge.org/mcpclaude mcp add ptpge --transport http https://mcp.ptpge.org/mcpThen ask, in any language: «What is a roll fold?» or «Fingerprint an A4 tri-fold brochure, 170 g silk, 4/4».
| 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.
| 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 |
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
| 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.
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
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.
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.
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).