Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Growth engineer for your coding agent: site fixes, content PRs, indexing and AI search tracking.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
适用于网页版、桌面版和手机版 Claude:
https://api.shipfound.co/mcp在终端中运行这条命令
claude mcp add --transport http shipfound https://api.shipfound.co/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"shipfound": {
"url": "https://api.shipfound.co/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"shipfound": {
"type": "http",
"url": "https://api.shipfound.co/mcp"
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
ChatGPT 只能连接互联网上的服务器:
https://api.shipfound.co/mcp菜单名称可能因套餐和版本不同而略有差异。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
我们还没有读取这个服务器的工具列表;我们会轮流检查各个端点。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月6日
注册名称已通过域名 shipfound.co 验证(注册中心会核实域名所有权)
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
尚未检查;我们会轮流检查各个端点
尚未检查;我们会轮流检查各个端点
尚未检查;我们会在检查端点时读取工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在作者的云端运行。通过互联网连接,无需安装,但你发送的内容会经过作者的服务器。
GitHub 仓库最后更新于–,最新版本(0.3.22)于28天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。它通过 URL 连接,所以接受远程 MCP 服务器的应用也可以使用,例如开启开发者模式的 ChatGPT。
同一分类中有:Context7, Codebase Memory, Exa
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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
只显示了开头部分;其余内容请在仓库中阅读