Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Read-only offline MCP server over a curated Shopware developer knowledge base
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 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"sw-dev-knowledge-base": {
"command": "npx",
"args": [
"-y",
"@execuro-sw-ecosystem/sw-dev-knowledge-base-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add sw-dev-knowledge-base -- npx -y @execuro-sw-ecosystem/sw-dev-knowledge-base-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"sw-dev-knowledge-base": {
"command": "npx",
"args": [
"-y",
"@execuro-sw-ecosystem/sw-dev-knowledge-base-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": {
"sw-dev-knowledge-base": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@execuro-sw-ecosystem/sw-dev-knowledge-base-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。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
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。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
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 GitHub 账户 execuro 验证,该账户拥有此仓库
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
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
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。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.1.7)于16天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Node.js。
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。
A read-only, offline MCP server that lets a coding agent ls/grep/cat a curated Shopware developer and merchant knowledge base without leaving its session — plus the factory that builds that knowledge base.
The corpus ships inside the package, so the server needs no network at runtime, no API key and no index: it is a filesystem view over plain Markdown.
npx -y @execuro-sw-ecosystem/sw-dev-knowledge-base-mcp@<version>
Node >= 20. The published package declares no dependencies — its two third-party libraries, @modelcontextprotocol/sdk and zod, are inlined into dist/server.js, and every other import is a node: builtin. Their licences are in THIRD-PARTY-NOTICES.md.
Register it as a stdio server. In an .mcp.json-style client configuration:
{
"mcpServers": { "ShopwareDevKnowledgeBase": { "command": "npx", "args": ["-y", "@execuro-sw-ecosystem/sw-dev-knowledge-base-mcp@ "] } } }
Pin an exact version: the corpus is part of the package, so the version is the content.
Options, all optional:
| Flag | Environment variable | Effect |
|---|---|---|
--wiki-root | WIKI_ROOT | Serve an arbitrary wiki root instead of the packaged wiki/ |
--corpus | KB_CORPUS | Select a corpus defined in kb.config.json (the package ships only wiki) |
--project-wiki | KB_PROJECT_WIKI | Add your own project wiki as a project layer; off disables it |
| Tool | Shell equivalent | What it returns |
|---|---|---|
list_docs | ls (with depth, glob) | Directory entries, titles from frontmatter, the directory's index.md |
grep_docs | grep -rin over *.md | Match lines with context, or files/count modes |
read_doc | cat / sed -n | A page or line range, its frontmatter and a citable path:from-to |
kb_status | cat /manifest.json | Which layers and corpus are served, with provenance and counts |
Line numbers are identical to the shell's, so a grep_docs hit pages straight into read_doc. There is no ranking and no search engine: discovery quality comes from the corpus's own index.md lines, keywords, hubs and synonyms file. The server writes nothing and opens no network connection.
wiki/platform/ — a retrieval-oriented rewrite of Shopware's official documentation: developer docs for 6.6 and 6.7, merchant/functional docs, topic hub pages, curated per-version guideline files and a synonyms index. It is path-addressed: version and doc type are directories (platform/dev/6.7/…, platform/func/…), never parameters. wiki/README.md describes the layout and how to navigate it with a plain shell.
The published tarball is 2.7 MB (10.0 MB unpacked, 2006 files); its top level is exactly LICENSE README.md THIRD-PARTY-NOTICES.md dist kb.config.json package.json wiki.
End users never clone this repository — it is the *factory* that produces the package above:
| Path | What it is |
|---|---|
src/ | MCP server source (builds dist/server.js) |
ingest/ | The deterministic ingest CLI: sync, pages, hubs, guidelines, build, synonyms, lint |
wiki/ | The generated documentation corpus — never hand-edited, except wiki/platform/index.md |
test/ | Server and ingest test suite (node --test): 465 tests, zero skips |
scripts/ | setup-sources.mjs, setup-docs.mjs, pack.mjs |
docs/ | Maintainer guides — see Documentation |
.claude/ | kb-factory-* skills, pinned writer/verify agents, and the two kb-verify-* hooks |
.sources/ | Gitignored, created by npm run setup — pinned Shopware source and docs clones |
npm ci
npm run setup # fetches .sources/ — see "One-time setup" below npm run build # typecheck + bundle src/ -> dist/server.js npm test # build, then the full test suite npm run wiki:lint # blocking schema/link/id/size checks over wiki/platform/
Run /kb-factory-setup (a Claude Code skill, see CONTRIBUTING.md) once per clone before running the verify suite or an ingest writer — it installs the two hooks that keep each agent inside its own corpus, without which neither is trustworthy.
npm run setup actually doesnpm run setup fetches two things you did not ask for by name into a gitignored .sources/:
.sources/shopware/ /, a sparse tag-pinned git checkout — not a composer install, no PHP needed) that the code check and code-evidence lanes read..sources/docs/{developer,merchant}/) that the docs test corpus serves.It is idempotent, resumable and an offline no-op once satisfied. The `merchant` documentation mirror is a private repository. On a host without access, setup prints what is unavailable and continues — that is deliberate: a missing optional input degrades the run rather than failing it, and the committed wiki/platform/func/ layer stays usable either way. Full detail: docs/sources.md.
docs/producer-manual.md — building, code-checking, verifying and shipping the corpus; the full skill-driven ingest workflow.docs/sources.md — what .sources/ holds and how npm run setup builds it.docs/releasing.md — npm setup, tagging, publishing and post-publish verification.CONTRIBUTING.md — toolchain, test/lint gates, CI's zero-skips rule.CHANGELOG.md — Keep a Changelog format.THIRD-PARTY-NOTICES.md — licences of the code inlined into dist/server.js.MIT, Execuro UG (haftungsbeschränkt). See THIRD-PARTY-NOTICES.md for the licences of the third-party code inlined into dist/server.js.