Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
Multi-carrier shipping for AI agents: compare rates, buy labels, track packages, validate addresses
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.shippo.com터미널에서 이 명령어를 실행하세요
claude mcp add --transport http shippo https://mcp.shippo.com프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"shippo": {
"url": "https://mcp.shippo.com"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"shippo": {
"type": "http",
"url": "https://mcp.shippo.com"
}
}
}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.shippo.com메뉴 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.
아직 이 서버의 도구 목록을 읽지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 7일 점검
레지스트리 이름이 도메인 shippo.com 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트는 차례대로 돌아가며 점검해요
아직 점검하지 않았어요. 엔드포인트를 점검할 때 도구 목록을 읽어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 1개 중 1개를 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(1.0.0)은 4개월 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, Python MCP
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ 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.
Local-only Python MCP server for the Files.com API.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
This repo is the one-stop shop for building AI-powered shipping integrations with Shippo.
It contains:
providers/claude/plugin/): Install via --plugin-dir or the plugin marketplace (/plugin marketplace add goshippo/ai).providers/codex/plugin/): Install via the Codex plugin marketplace; bundles the skills plus the OAuth MCP server.providers/clawhub/skills/shippo/): Install via openclaw skills install @shippo/shippo.shippo-plugin.zip), attached to every GitHub Release. One upload provisions all the skills.providers/knowledge-pack/shippo-knowledge-pack.md): A single consolidated markdown for assistants that do not load SKILL.md folders. A user drops it into a chat, a Custom GPT's Knowledge, or a Project as context. It provides the shipping knowledge; live actions still use the hosted MCP connector.A skill is a folder containing a SKILL.md file, YAML frontmatter (at minimum: name and description) plus markdown instructions that tell an AI assistant how to perform a specific task. Skills can also bundle reference docs, scripts, and templates.
rate-shopping/
├── SKILL.md # required: metadata + instructions └── README.md # optional: human-facing orientation
Agents load skills by progressive disclosure in three stages:
name and description, just enough to know when it might be relevant.SKILL.md body into context.shippo/references/*.md) as it works.Agent Skills is an open standard originally developed by Anthropic. The same SKILL.md works in Claude Code, Cursor, OpenAI Codex, GitHub Copilot, VS Code, and 30+ other agents.
In this repo, the 9 skills under skills/ are the canonical source. They're propagated into providers/claude/plugin/skills/ and providers/codex/plugin/skills/ (1:1 mirrors), providers/clawhub/skills/shippo/ (consolidated digest), and providers/knowledge-pack/shippo-knowledge-pack.md (a single upload-ready knowledge pack for ChatGPT and other non-skill-loading assistants) automatically by the sync scripts.
Shippo hosts a remote MCP server with per-user OAuth. Each user authorizes once through Shippo, there is no API key to copy. The Claude Code and OpenAI Codex plugins point at this endpoint and trigger the sign-in on first use.
| URL | Transport | Auth |
|---|---|---|
https://mcp.shippo.com | Streamable HTTP | Per-user Shippo OAuth |
For per-tool semantics and usage, see the Shippo MCP server docs.
Building on OpenAI? See Using the Shippo MCP from the OpenAI Responses API / Agents SDK for the developer config (no submission required).
The 9 skills in this repo are organized by mode of engagement: what the user is doing, not by product surface. The AI assistant matches the user's intent to one of three modes, then loads the right skill.
| Skill | What it does |
|---|---|
shippo-best-practices | Decision-router for Shippo integrations, which API to use, test vs. live mode discipline, response handling, critical rules |
| Skill | What it does |
|---|---|
address-validation | Validate, parse, and standardize US and international addresses |
rate-shopping | Compare rates across USPS, UPS, FedEx, DHL, and 30+ carriers |
label-purchase | Purchase domestic and international shipping labels with customs handling |
tracking | Track packages across carriers with status history, substatus codes, and webhooks |
batch-shipping | Process CSV files of shipments and generate labels in bulk |
shipping-analysis | Analyze costs, optimize package dimensions, compare carriers, review historical spend |
shippo-support-ticket | Build an auto-classified, routing-tagged support ticket (human + JSON) for a single shipment or label; read-only, for Shippo support agents |
| Skill | What it does |
|---|---|
upgrade-shippo | Guide for upgrading SDK versions, MCP server updates, breaking-change migration |
A user who already knows the workflow they need ("buy a label", "track this package") jumps straight to a Do skill. A user starting fresh ("I'm building a checkout flow with shipping, where do I start?") hits the Decide skill, which routes them to the right Do skill. Maintenance gets its own skill so production-readiness questions don't compete with workflow content.
The 9 skills lean on 11 shared reference docs under skills/shippo/references/ (carriers, customs, CSV format, error reference, etc.). Skills load references on demand, the AI doesn't pull all 11 into context, just the ones a given workflow needs.
git clone https://github.com/goshippo/ai.git
claude --plugin-dir ./ai/providers/claude/plugin
Or install from the plugin marketplace:
/plugin marketplace add goshippo/ai
/plugin install shippo@shippo
On first use, run /mcp, select the Shippo server, and sign in to authorize the MCP over OAuth (no API key to copy).
Skills are namespaced under /shippo:: invoke directly with /shippo:rate-shopping, /shippo:label-purchase, /shippo:tracking, etc., or just describe what you're doing in natural language.
Codex installs the Shippo plugin (skills + OAuth MCP) from this repo's plugin marketplace:
codex plugin marketplace add goshippo/ai
codex plugin add shippo@shippo # install the "shippo" plugin codex mcp login shippo # authorize the remote MCP over OAuth
See providers/codex/plugin/ for details. (To pull just the skill content without the plugin, Codex's skill-installer can also install a single providers/codex/plugin/skills/ directory.)
openclaw skills install @shippo/shippo
(Published as @shippo/shippo on the ClawHub registry.)
The Claude apps load the plugin as a single ZIP. shippo-plugin.zip (the whole plugin: manifest, OAuth MCP config, and all skills) is attached to every GitHub Release. Download it and add it via the app's Plugins UI. A Team/Enterprise admin can provision it org-wide in one step: Organization settings → Plugins → upload shippo-plugin.zip → set "Installed by default" (or assign to a group), and all skills become available to members. (Code execution must be enabled in Organization settings.)
To build the ZIP locally: npm run build:app-plugin (output in dist/app-plugin/).
You'll need a Shippo account. Getting rates and validating addresses incur no charge; purchasing a label uses Shippo's discounted carrier rates and charges your account. The Claude Code and Codex plugins authorize per-user via OAuth on first use, so there's no API key to copy.
This plugin bundles two things, with a deliberate division of labor between them:
The skills teach the assistant *how* to ship across multiple API calls. The MCP server gives the assistant the *per-call* truth about each tool. The two surfaces are disjoint by design, same precedent Stripe uses (terse mcp.stripe.com tool descriptions, rich stripe/agents skills): so raw MCP users get accurate per-tool semantics and skill-installed users additionally get the workflow narrative, without contradiction.
skills/: canonical skill content (9 skills + 11 shared references). Edit here; everything else flows from here.providers/claude/plugin/: Claude Code plugin distribution. 1:1 mirror of canonical via scripts/sync.js.providers/codex/plugin/: OpenAI Codex plugin. skills/ is a 1:1 mirror of canonical via scripts/sync.js; .codex-plugin/plugin.json + .mcp.json (hand-authored) carry the manifest and the OAuth MCP wiring. Cataloged from .agents/plugins/marketplace.json at the repo root.providers/clawhub/skills/shippo/: ClawHub bundle distribution. The SKILL.md is auto-generated from SKILL.md.template (hand-curated framing) + canonical skill bodies via scripts/compose-clawhub-digest.js. References are auto-synced via scripts/build-clawhub-bundle.js.dist/app-plugin/: the single shippo-plugin.zip for the Claude apps, built from providers/claude/plugin/ by scripts/build-app-plugin.js (not committed; produced on demand and on release).scripts/: sync, compose, and build helpers.# 1. Edit canonical content
vim skills/ /SKILL.md
npm test
git add -A && git commit -m "..."
npm test runs all the sync steps (Claude Code + Codex mirrors, ClawHub digest compose, ClawHub references sync) and verifies the result is internally consistent. CI runs the same command. No npm install needed, the repo has no third-party dependencies, just scripts.
claude --plugin-dir ./providers/claude/plugin from the repo root to launch Claude Code with the local plugin loaded. Edits to skills/ /SKILL.md are reflected immediately. Skills are namespaced under /shippo: (e.g., /shippo:rate-shopping).npm test runs, the rendered output lives at providers/clawhub/skills/shippo/SKILL.md: read it directly to see what ClawHub-installed users will get. There's no local-server preview today.See CONTRIBUTING.md for the full authoring discipline, including the version-bump rules and the cross-reference phrasing rule for skill content.
MIT
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