Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Turn any codebase into a queryable knowledge graph — offline-first, zero API keys.
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": {
"astria": {
"command": "npx",
"args": [
"-y",
"@nodesify/astria"
]
}
}
}在终端中运行这条命令
claude mcp add astria -- npx -y @nodesify/astria粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"astria": {
"command": "npx",
"args": [
"-y",
"@nodesify/astria"
]
}
}
}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": {
"astria": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@nodesify/astria"
]
}
}
}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 Nodesify 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(1.6.0)于昨天进入注册中心。
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。
Knowledge graph builder for codebases
Docs | Getting started | CLI Reference | Architecture | Worked examples | Changelog | Release notes | Security
Built by Nodesify
Find an implementation, inspect its relationships, and assess a change before editing. Astria builds a local SQLite knowledge graph with deterministic Rust/tree-sitter extraction. CLI and MCP queries use the same retrieval engine; source locations and evidence classes make results inspectable. Structural analysis needs no API key. Local embeddings and remote semantic enrichment are optional.
npm install -g @nodesify/astria
Node.js >= 22 is required. Prebuilt native binaries ship with the package; installation needs no Rust toolchain. macOS/Linux can also use brew install nodesify/tap/astria (tap).
Intel Mac (darwin-x64), musl Linux and windows-arm64 builds omit local embeddings because ONNX Runtime has no prebuilt runtime there. Structural analysis works; run --embed reports that embeddings are unsupported. Check astria stats --json for embeddingsSupported.
astria run . # build .astria/
astria map # orient by source modules astria query "where is request authentication implemented" astria explain # inspect a returned symbol astria path # follow relationships astria affected # assess a proposed change astria update . # refresh after editing
Use node IDs returned by the graph. Confirm important results against the linked source: name-derived call/import bindings are RESOLVED, and ambiguous targets remain INFERRED. --detail high restricts traversal to EXTRACTED/DECLARED facts. affected reports graph reachability; it cannot prove runtime behavior.
Exclude files with .astriaignore (gitignore syntax). Graphs and reports live under .astria/; read graph_report.md for orientation. Unchanged source reuses extraction caches, while updates reconcile references across the current corpus. After upgrading, run astria update . to refresh cached extraction for qualified call targets.
The evaluation harness separates file and declaration retrieval, delivered tokens, search/read cost and graph build time. Historical comparisons used tiny, exercised external sets and a single-pass search floor. New Requests and Commander questions are source-grounded, agent-authored, reserved and unexercised until their first explicit evaluation. No result establishes broad superiority or savings over a complete agent task.
Rust workspace with 20 crates plus a Node.js CLI. Uses 42 registered language configurations; exact parser coverage and optional lang-* build features are described in language support. See ARCHITECTURE.md for pipeline, caching and evidence contracts.
Astria is an independent implementation inspired by Graphify, and is not affiliated with or endorsed by that project.
# Build Rust core
cargo build --release
mkdir -p packages/astria-cli/dist cp target/release/libastria_napi.so packages/astria-cli/dist/astria.node
cd packages/astria-cli && npm ci && npm run build
See Contributing for macOS and Windows native artifact paths.
Requires Rust 1.88+ (declared as rust-version in the workspace) and Node.js >= 22.
MIT — see LICENSE.
Contributions are welcome and accepted under the Contributor License Agreement — see CONTRIBUTING.md to get started.
Installation defaults to project scope: astria install --platform codex --scope project. Use --scope user explicitly for user-wide integrations. Run astria doctor after setup or upgrades. See the installation lifecycle guide for supported platforms, upgrade, backup/restore and complete removal.