Context7
Up-to-date docs for AI agents
제작자가 쓴 설명(영어 원문)
Growth engineer for your coding agent: site fixes, content PRs, indexing and AI search tracking.
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://api.shipfound.co/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http shipfound https://api.shipfound.co/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"shipfound": {
"url": "https://api.shipfound.co/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": {
"shipfound": {
"type": "http",
"url": "https://api.shipfound.co/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://api.shipfound.co/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.
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 6일 점검
레지스트리 이름이 도메인 shipfound.co 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(0.3.22)은 28일 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: Context7, Codebase Memory, Exa
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Up-to-date docs for AI agents
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Your coding agent ships features. Shipfound makes it ship customers.
Shipfound turns Claude Code or Codex into your growth engineer. It checks what you have access to, fixes your site for Google and AI search, ships blog, glossary and comparison pages as pull requests, gets your pages indexed on Google and Bing, and installs tracking that shows when GPTBot, PerplexityBot and ClaudeBot read your pages and when ChatGPT sends you a visitor. The Shipfound server checks every result itself, and labels each one Verified or Claimed.
This repo is the plugin for both hosts: one skill with its routines, the /shipfound:* commands for Claude Code, the Codex plugin manifest, the MCP server config, and crawler beacon snippets. The data, verification and results app live at https://www.shipfound.co.
Pick your agent. Both get the same skill, the same routines and the same remote MCP server, and both sign in once per machine.
claude plugin marketplace add shipfound/shipfound
claude plugin install shipfound@shipfound
Then open a new Claude Code session in your site's repo and run /shipfound:audit. From then on, start each day with /shipfound:grow: it checks what changed and what is still failing, then offers one move. The shell commands work for every Claude Code surface (terminal, VS Code, Cursor, desktop). In the terminal CLI you can also install from inside a session with /plugin marketplace add shipfound/shipfound and /plugin install shipfound@shipfound.
Sign in once: the first Shipfound command opens a sign-in page on shipfound.co in your browser. Pick your site and choose Allow; that session carries on, and every later session on this machine starts signed in. One sign-in covers all your products: each session works on the product whose repo it is in. The plugin keeps a random secret for this machine in the macOS Keychain (elsewhere in ~/.config/shipfound/device, readable only by you) and sends it with each call; Shipfound keeps only its hash. To sign out on this machine, run sh scripts/device.sh forget from the plugin folder; to sign out everywhere, revoke the key in the results app (Settings, MCP connection).
codex plugin marketplace add shipfound/shipfound
codex plugin add shipfound@shipfound codex mcp login shipfound
codex mcp login opens your browser to sign in (OAuth). Then start a new Codex thread in your site's repo and ask: "Run the Shipfound audit." From then on, start each day by asking: "What should I do today?" In the ChatGPT desktop app you can also install it from Plugins once the marketplace is added; it shows up under Shipfound.
Codex has no plugin slash commands, so you ask in words ("fix the site", "get us indexed", "status") and the skill runs the matching routine. To call the skill by name, type $shipfound:shipfound.
MCP server only (no plugin). If you would rather not install the plugin:
codex mcp add shipfound --url https://api.shipfound.co/mcp
codex mcp login shipfound
Then copy AGENTS.md into your repo. Full steps: docs/codex.md.
For CI or a machine without a browser, make a key in the Shipfound app (Settings, MCP server; it starts with wl_). Each key carries a daily spending cap ($10 by default).
/mcp; the skill and routines keep working): claude mcp add --transport http shipfound-key https://api.shipfound.co/mcp --header "Authorization: Bearer $SHIPFOUND_API_KEY"
codex mcp add shipfound-key --url https://api.shipfound.co/mcp --bearer-token-env-var SHIPFOUND_API_KEY with SHIPFOUND_API_KEY exported, and turn the plugin's server off (docs/codex.md).codex mcp add shipfound --url https://api.shipfound.co/mcp --bearer-token-env-var SHIPFOUND_API_KEY, with SHIPFOUND_API_KEY exported.https://api.shipfound.co/mcp. Set SHIPFOUND_API_URL to use another API origin (staging, or http://localhost:4000 when developing Shipfound itself); the plugin appends /mcp/plugin.codex mcp add shipfound-dev --url http://localhost:4000/mcp) and turn the plugin's server off in ~/.codex/config.toml: [plugins."shipfound@shipfound".mcp_servers.shipfound]
enabled = false
Each routine is a file in skills/shipfound/routines/. Claude Code runs it as a command; in Codex you ask for it.
You need two: /shipfound:audit on day 1, then /shipfound:grow every day after. Grow reads what happened since your last session, what is due to verify and what is still failing on your live site, then offers the one move worth making, with its price. It does not offer the same move two days running, and a move you decline waits a week. The rest are there when you want something specific.
| Claude Code | Codex: ask | Does |
|---|---|---|
/shipfound:grow | "What should I do today?" | Every day: what changed, what is due, what is still failing, then one move to make. Start here after the audit |
/shipfound:login | "Sign in to Shipfound" | Checks you are signed in and tells you how if not (once per machine). Other commands do it for you when needed |
/shipfound:audit | "Run the Shipfound audit" | Access audit of 12 areas (repo, hosting, Search Console, Bing, Gmail, Reddit, X, TikTok and Instagram, GitHub, tracking, assets, marketplace fit) and the first baseline visibility run |
/shipfound:plan | "What should I do next?" | The ranked queue for this week, built only from what the audit found open |
/shipfound:fix | "Fix the site" | Tracking first, then site fixes as one pull request per theme |
/shipfound:write | "Write a glossary page about X" | One glossary, answer, comparison, alternatives or long-form page, gated and opened as a PR |
/shipfound:convert | "Is our home page clear? Can visitors get to signup and pay?" | Your home page read line by line the way a first-time visitor reads it, and every button followed to signup and payment, on a phone too, stopping before any form or payment. What loses a visitor fixed as one PR, with copy from your own words. Free |
/shipfound:offer | "Make a founding offer" | A founding price, lifetime deal or pre-order for your first customers. You set every number; your agent ships the page and fills the discount in your payment dashboard for you to save. Boosts on X lead with it |
/shipfound:pricing | "Why does nobody pay?" | Whether people who reach your pricing or paywall can pay: each step to paid counted, the way to pay walked on a phone without paying, your way in read against products like yours, and one change as an A/B test judged on paid per visitor. Your prices stay yours. Free |
/shipfound:build | "Build a free tool for our site" | A free tool your buyers search for (a checker, generator or calculator), no signup, one link to your product, as a PR; or an agent skill for your product that coding agents install with one command, published by you |
/shipfound:index | "Get us indexed" | Sitemap and IndexNow key by PR, then sitemap submits and Request indexing in your browser |
/shipfound:status | "Shipfound status" | Your balance, what shipped, what is verified and what is still claimed, then what you can do next |
/shipfound:analytics | Any analytics question | Answers it in plain words with numbers |
/shipfound:week | "Run the Shipfound week" | The Monday routine. The server-side weekly re-check is not built yet; the routine does it by hand |
/shipfound:list | "List us on directories" | The directories AI answers cite, picked for your product from about 270 and filled in your browser one after another; you press submit. Review sites when you ask |
/shipfound:launch | "Launch us on Show HN" | Show HN, Indie Hackers, DevHunt or Product Hunt: drafted from your site in your voice, filled in your browser; you post it and answer the comments. Each launch's visits and signups counted on their own |
/shipfound:reach | "Draft a reply to this thread" | Community replies and Gmail drafts. Thread discovery comes later |
/shipfound:notes | "Write a build in public post", "Write an X Article" | Build in public posts on X and Reddit about your product: a milestone, a launch, a feature you shipped told from the problem it solves, a tool that went live, a week of work. Every 14 days, a flagship X Article: the full story with a designed cover and images of your real product (an X thread if your account has no Premium). In your own voice, learned once from your own posts. Your agent fills them in; you post. Free |
/shipfound:research | "What do products a step ahead of us do that we don't?" | Up to 8 products a step ahead of you, found for you: ones doing the same job, ones your buyers also pay for, and ones sold the same way. What each shows today (home page and signup, free tools, pricing, launches, best X posts) and how it started (its first home pages, launches, early posts), turned into moves with a first step your agent carries out. Remove any that is not like you. $0.88 a study, and your agent asks first |
/shipfound:ideas | "What features do people ask for?" | What people on Reddit and X say about the problem your product solves, grouped into features at least two of them ask for, each with their posts and the smallest version worth shipping first. Your agent builds the first version as a pull request once you say yes, or says on your site what your product already does. $0.61 a study, and your agent asks first |
/shipfound:followup | "Write to the people who signed up and got stuck" | A personal note to each person who signed up and stopped before getting going, saying what they did, with the one offer you pick, drafted in your mailbox for you to send. Read two weeks later on whether they activated or paid. Free |
/shipfound:test | "What should we A/B test?" | A/B tests: a change proposed from your analytics, sized from your traffic, shipped as a variant, read honestly, winner shipped |
/shipfound:shorts | "Make TikTok slideshows" | Slideshows for TikTok and Instagram in the formats working for your buyers this week, made from your own screens, saved to your Desktop for you to post; then creators in your niche to pay for a post. The week's read is priced |
/shipfound:ugc | "Make an AI UGC video" | An AI presenter video for an ad or your own TikTok and Instagram: a presenter (AI-generated, labelled so) says your hook, then your real screens play on their laptop or phone. Your accounts are checked first; priced from its cost, asked for first |
/shipfound:giveaway | "Do a giveaway" | Something your product makes, given to the first people who reply to your post on X or Reddit: a result done for each, capped credits, an asset on your site, or founding seats. Three picked for your product with what each costs you; you set the cap. Your agent writes the post, makes each one and drafts a reply to each person; you post. Free |
/shipfound:social | "Set up TikTok and Instagram" | Your own TikTok and Instagram started for your slideshows and videos: each signup opened in your Chrome for you to create, then the profile filled from your site (name, bio, logo, a tagged link to your site or App Store page), switched to Business and connected for ads. You press every create and save. Free |
| /shipfound:video | "Make a video of my product" | Your product's screens recreated and animated by your agent, in your own logo, fonts and colors, no
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