Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Search, rank and compare open-source AI projects with Archestack's open data
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://mcp.archestack.com/mcp打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"archestack": {
"command": "npx",
"args": [
"-y",
"@archestack/mcp"
]
}
}
}在终端中运行这条命令
claude mcp add --transport http archestack https://mcp.archestack.com/mcpclaude mcp add archestack -- npx -y @archestack/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"archestack": {
"url": "https://mcp.archestack.com/mcp"
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"archestack": {
"command": "npx",
"args": [
"-y",
"@archestack/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": {
"archestack": {
"type": "http",
"url": "https://mcp.archestack.com/mcp"
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"archestack": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@archestack/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://mcp.archestack.com/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 GitHub 账户 archestack 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
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。
两种方式都可以:安装在你的电脑上,或者连接云端版本。
GitHub 仓库最后更新于–,最新版本(0.3.0)于14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
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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。
Ask your assistant about open-source AI projects and get answers from the Archestack rankings: scores, GitHub facts, reviews and open-source picks for paid tools.
It covers two lists:
It reads the open data API. No key, no account. Run it on your machine with npm, or add the hosted server by its URL.
https://mcp.archestack.com/mcp: the same tools over streamable HTTP, for apps that take a URL instead of a command. Read-only, no sign-in.
claude mcp add --transport http archestack https://mcp.archestack.com/mcp{ "type": "http", "url": "https://mcp.archestack.com/mcp" }It runs on Cloudflare's free Workers plan, so it allows 120 requests a minute per address and can run out of requests late in a busy day (UTC). It keeps no logs of your questions: privacy. For heavy use, run the npm package below.
The hosted server also serves Archestack's safety checks as allowlists: MCP servers whose latest run passed every applicable check, pinned to the package version that was read, each with the official MCP Registry's record of that version.
https://mcp.archestack.com/registry (v0.1 API: /v0.1/servers, /v0.1/servers/{name}/versions/{version}).managed-mcp.json for a fixed set, or allowedMcpServers for managed settings./api/v1/allowlist.json. A check result is a fact about what was read on that date, not a guarantee.Needs Node.js 22 or newer. One click for Cursor or VS Code:
Claude Code
claude mcp add archestack -- npx -y @archestack/mcp
Claude Desktop: add this to claude_desktop_config.json (Settings → Developer → Edit Config), then restart the app.
{
"mcpServers": { "archestack": { "command": "npx", "args": ["-y", "@archestack/mcp"] } } }
Cursor: the same mcpServers block in ~/.cursor/mcp.json, or in .cursor/mcp.json for one project.
VS Code without the button:
code --add-mcp '{"name":"archestack","command":"npx","args":["-y","@archestack/mcp"]}'
From source
git clone https://github.com/archestack/mcp.git archestack-mcp
cd archestack-mcp npm ci && npm run build
Then point your client at node /full/path/to/archestack-mcp/dist/index.js instead of npx -y @archestack/mcp.
| Tool | What it does |
|---|---|
search_projects | Finds projects by words and filters: list, category, license family, runs without a GPU, arm64 build, live demo |
get_project | One project in full: score and its parts, place in its category, GitHub facts, health, links, review |
deploy_facts | What it takes to run one project: Docker, arm64, GPU, RAM, outside services, port, its stated needs, upkeep |
top_in_category | The ranking of one category, best first |
compare | 2 to 4 projects side by side |
check_repo | Before you install a GitHub repo: listed or not, license, upkeep, safety checks passed and failed, higher picks |
alternatives_to | Open-source picks for a paid product, such as Cursor or ChatGPT |
All seven are read-only. Things to ask:
What comes back, shortened (search_projects with "vector database" and no_gpu, data of 2026-10-13):
{
"updated": "2026-10-13", "total": 15, "results": [ { "name": "Milvus", "place": 1, "score": 81, "stars": 46366, "license": "Apache-2.0", "gpu": "optional", "arm64": true, "tagline": "Distributed vector database with dense, sparse and hybrid search at scale", "source_url": "https://archestack.com/best-of-ai/projects/milvus/", "checked_at": "2026-10-13" }, { "name": "Meilisearch", "place": 2, "score": 75, "gpu": "none", "...": "..." } ] }
source_url, its page on archestack.com, and checked_at, the date its facts were checked on GitHub.ARCHESTACK_API_URL points the server at another copy of the API. The tests use it for a local one.The code is MIT. The data is CC BY 4.0 by Archestack: if you publish something built on it, link the project page (source_url).
Archestack checks every project on GitHub: stars, last commit, license, Docker files. How the score works: archestack.com/methodology/.
npm ci
npm test # builds, then runs the server over stdio against recorded API answers npm run fixtures # records fresh answers from archestack.com into test/fixtures npx @modelcontextprotocol/inspector node dist/index.js # try the tools by hand npx wrangler@4.141.0 dev # the hosted server on http://localhost:8787/mcp
src/worker.ts is the Cloudflare Worker entry (config in wrangler.jsonc); npm run deploy publishes it with CLOUDFLARE_API_TOKEN and CLOUDFLARE_ACCOUNT_ID set.
Bugs and ideas: open an issue.