Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Read, cite, compose and remember over a Markdown knowledge Bundle, as MCP tools over stdio.
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": {
"agentic-system-core": {
"command": "npx",
"args": [
"-y",
"agentic-system-core",
"mcp"
]
}
}
}在终端中运行这条命令
claude mcp add agentic-system-core -- npx -y agentic-system-core mcp这个服务器需要在启动命令中填入值,请复制设置后自行填写。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"agentic-system-core": {
"command": "npx",
"args": [
"-y",
"agentic-system-core",
"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。
这个服务器需要在启动命令中填入值,请复制设置后自行填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"agentic-system-core": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"agentic-system-core",
"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7日
注册名称已通过 GitHub 账户 andreibesleaga 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(1.0.1)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 specification for publishing machine-discoverable knowledge bundles — the Agentic Knowledge Web.
What this repository holds is the specification itself — numbered normative rules, three JSON Schemas, an OWL 2 RL ontology and a suite of conformance test vectors — together with the reference engine that implements it, its command line agsc, and the nine independent checkers of AGSC-09-90 — seven validators and two generators — that anyone can run against any distribution of the format (the repository also holds the maintainer's own tools, which do not ship).
Released. This tree states specification 1.0.0. spec/00-overview.md is authoritative, and it is the file to read rather than this line. The packages — agentic-system-core and its short alias agsc-cli on npm, and agentic-system-core on PyPI — carry version 1.0.1 (see "Versions" below) and are published from the package tag; the name-reservation placeholders that preceded them shipped no runtime and are marked deprecated on npm and yanked on PyPI. Install with npm install agentic-system-core, or pip install agentic-system-core (the Python checkers and reading API; the other verbs still run on the Node engine). The reference engine claims Level 3 (its claim).
Versions. Two numbers, stated apart. The *specification version* (spec_version, declared in spec/00-overview.md) names the rules, schemas, vocabulary and conformance vectors; a Bundle declares it in agsc.config.json. The *package version* (package.json, agentic-system-core and agsc-cli on npm, agentic-system-core on PyPI) names the implementation; it moves alone for a patch that changes no rule and no emitted byte — a dependency fix, a defect in a check — and a package-only release carries the package tag v and no specification tag. agsc --version prints the package version; the conformance claim names both ("agentic-system-core 1.0.1 conforms to AgenticSystemCore 1.0.0, Level 3"); the change log says for every release whether the specification moved.
The specification's own site is AgenticSystemCore.com.
A Bundle is a folder of Markdown files with a small block of typed fields at the top of each; the specification says how that folder becomes a knowledge node — a static website plus a graph, a search index, text files for agents and a discovery document — with the same bytes from any implementation. People and agents read a node through ordinary web addresses, change it only by proposals that a person ratifies, and compose its items into a starting harness — files an architect or an agent runtime starts from. Nodes find and cite each other with no server in between.
To the author's knowledge, no other system combines discovery through already-registered web mechanisms with an integrity digest on every artefact link of its discovery document, a typed graph with a published ontology, machine artefacts whose bytes are fixed by expected-byte conformance vectors, governance in which every change — human or agent — arrives as a proposal carrying its provenance and a person ratifies it (directly, or by a standing rule a person recorded in the node's configuration), and composition of the same files into a starting harness, with no server required at any point.
This is a claim about the specification's text and its vectors, not a performance claim. Other systems have some of these properties; the dated comparison is in docs/RELATED-WORK.md.
| Property | What it means | Where it is stated and proved |
|---|---|---|
| Discovery through registered mechanisms | one link set at a well-known address, found through the registered relation describedby | AGSC-06-07, AGSC-06-25; tools/validate-wellknown |
| A digest on every artefact link | at Level 2, each link of the discovery document to a file the node builds (the graph files, llms.txt, NOW, the skills and boards indexes, the ledger, the vocabulary files) carries the SHA-256 of that file; links to surfaces, the licence page, peers and contribution targets carry none | AGSC-06-08; the discovery vectors |
| A typed graph with an ontology | fourteen typed links, four RDF views, a published OWL 2 RL vocabulary | spec/05-graph.md, ontology/agsc.ttl |
| Bytes fixed by vectors | two implementations given one Bundle emit the same machine files | AGSC-04-24; tests/vectors/ |
| Governance with provenance | every change is a proposal with its provenance; a person ratifies; a ledger is derived from the history | spec/08-governance.md (AGSC-08-08, AGSC-08-20) |
| Composition into a harness | selected items close over their links and become seven kinds of file an architect or an agent runtime can start from | AGSC-07-12; agsc compose |
| No server | a file format and static files; no protocol, server, database or reasoner is defined | AGSC-00-02 |
Beside that combination, and each available elsewhere on its own: six modes of use (docs/plain/modes.md); seven tools on every item page and on `/compose/` for a browser's own agent, identical to the local tool server (AGSC-09-16); eight plugin kinds with a forward-compatibility promise (docs/PLUGINS.md, AGSC-00-24); a content version stamped on every surface (AGSC-04-25); and federation walked by the client, never by a node (AGSC-11-06).
For agents
agsc mcp in a Bundle gives an assistant seven tools to search, read, follow links and cite items by address; nothing leaves the machine (Mode 1, use case L1).For people
From a clone of this repository (Node 22.13 or later):
npm ci # the exact pinned libraries
npm test # the whole suite, offline REPO=$PWD; cp -r tests/fixtures/minimal /tmp/agsc-try && cd /tmp/agsc-try SOURCE_DATE_EPOCH=1767225600 node "$REPO/bin/agsc.js" ci # lint, build twice, compare, verify: "ci: pass"
On a folder of your own Markdown notes (Node 22.13 or later, git, a POSIX shell):
npm install agentic-system-core # in a working folder
export PATH="$PWD/node_modules/.bin:$PATH" # puts agsc on the PATH cd my-notes && agsc init # each note gets a header and moves to content/concepts/ mkdir -p .well-known && printf 'Contact: mailto:you@example.org\n' > .well-known/security.txt git init -q && git add -A && git commit -q -m 'my notes' # the build takes its instant from this commit agsc ci # ci: pass (warnings are advice, errors stop) agsc build # the site, the graph and the agent files in www/
Without the security contact ci stops with AGSC-E901; without a commit (or SOURCE_DATE_EPOCH) it stops with AGSC-E204. The Mode 0 guide walks through this with the lines each command prints, and five more guides do the same for the other modes. To connect an assistant, read docs/USING-WITH-ASSISTANTS.md. To teach a coding agent the engine itself, install the agent skill in [skills/agentic-system-core/](https://github.com/andreibesleaga/agentic-system-core/blob/main/sk
只显示了开头部分;其余内容请在仓库中阅读