Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Search a curated directory of 800+ AI agents, MCP servers, and agentic tools.
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://agentswitchboard.dev/api/mcp在终端中运行这条命令
claude mcp add --transport http agentswitchboard https://agentswitchboard.dev/api/mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"agentswitchboard": {
"url": "https://agentswitchboard.dev/api/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": {
"agentswitchboard": {
"type": "http",
"url": "https://agentswitchboard.dev/api/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://agentswitchboard.dev/api/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。
工具名称和描述与服务器在 2026年11月6日 报告的完全一致。这些内容由作者撰写,不是我们写的;我们以纯文本形式显示。
search_agentsSearch the curated Agent Switchboard directory of AI agents, MCP servers, and agentic tools. Filter by task, category slug, access methods, official (first-party listings from major vendors), verified, and/or auth type; sort by relevance, newest, most skills, or name. Verified: w
get_agentFull detail for one agent by slug: skills, auth, streaming/push support, tags, provider links, and useItNow: how to start using it (MCP client config, install command, API base URL, setup links). Verified: we checked it works — its URLs load and its declared access (API, MCP, CLI
list_categoriesAll directory categories with live agent counts. Slugs are valid inputs for search_agents.
compare_agentsPut 2 or 3 listings side by side, as the site's /compare page does. For each listing: the facts that set it apart from the others ("Only one with a CLI", "No auth required", "Most skills (12)"). Then one row per field, with each listing's value by slug: what it is, provider, offi
alternatives_toListings that could stand in for one listing, strongest first, as on its /agents/ /alternatives page. Each alternative is in the listing's main category, offers at least one of its access methods, and overlaps on what it does (shared skills and tags, rarer ones counting for more)
connect_bundleOne MCP client config to paste ({"mcpServers": …}, as Cursor and other MCP clients read it) for up to 10 listings, and how each one connects. A listing is in the config when its own docs give a hosted server address or a local command. An MCP server whose docs give neither comes
submit_listingSuggest a new listing for the Agent Switchboard directory. This opens a PUBLIC GitHub issue that the maintainer reviews by hand; it does not publish anything. Use it only when the user asks to submit or list a product, after you show them the name, URL, and description you will s
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 assafbar2 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
在 654 毫秒内响应(HTTP 200)
无需登录
已读取 7 个工具描述,未发现针对 AI 的隐藏指令
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 3 项适用的基础检查中通过了 3 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(1.2.0)于7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。
The curated directory for the agentic web — AI agents, MCP servers, and agentic tools with real API, MCP, CLI, or browser-extension access. Live at [agentswitchboard.dev](https://agentswitchboard.dev).
A listing marked Verified is one we checked works: its URLs load and its declared access (API, MCP, CLI or extension) responds. Re-checked monthly; the label drops if it stops working.
Point any MCP client at it and query the catalog with native tools:
{
"mcpServers": { "agentswitchboard": { "url": "https://agentswitchboard.dev/api/mcp" } } }
Tools: search_agents · get_agent · list_categories · compare_agents · alternatives_to · connect_bundle (one MCP client config for up to 10 listings) · submit_listing (files a public GitHub issue for review; publishes nothing). Streamable HTTP, no auth. Stdio-only clients: npx -y mcp-remote https://agentswitchboard.dev/api/mcp
Setup for Grok, Grok Bot, the xAI API, Claude, and ChatGPT: agentswitchboard.dev/connect.
Prefer plain HTTP? There's a REST search too:
curl "https://agentswitchboard.dev/api/agents?q=video&access=mcp&limit=5"
curl "https://agentswitchboard.dev/api/agents/agentmail" curl "https://agentswitchboard.dev/api/categories" curl "https://agentswitchboard.dev/api/compare?a=deepgram&b=assemblyai" curl "https://agentswitchboard.dev/api/bundle?items=linear,sentry-mcp,playwright-mcp"
OpenAPI: /openapi.json. Connector skill: /skill.md.
Also machine-readable: /agents.json (full catalog, CORS-open), in-browser tools via WebMCP (document.modelContext), and an agent-optimized view on every page (the "For Agents" toggle).
Full API reference: [docs/API.md](docs/API.md) — REST search/detail/categories, compare, alternatives and the connect bundle, MCP, WebMCP, and the catalog dump.
The entire catalog lives in this repo:
content/
agents/ .json one file per agent — the source of truth categories.json category definitions changelog.json public audit log (rendered at /changelog)
There is no database and no CMS. Editing content = editing files. Merging to main = publishing. Every entry is schema-validated in CI (scripts/validate-content.ts) — a bad entry cannot merge. A weekly job link-checks every listing's agent and provider URLs.
Want to add or fix a listing? See [CONTRIBUTING.md](CONTRIBUTING.md). Non-developers: agentswitchboard.dev/submit.
npm install
npm run dev # no env vars needed — content is right here
| Command | |
|---|---|
npm run dev | dev server |
npm run build | production build (SSG, all pages) |
npm test | unit tests |
npm run lint / npm run typecheck | quality gates |
npx tsx scripts/validate-content.ts | validate the catalog |
npx tsx scripts/check-links.ts | link-rot sweep |
npx tsx scripts/cms.ts | content ops: find / feature / update / unpublish |
npx tsx scripts/weekly-drop.ts | batch-add agents (see file header) |
npx tsx scripts/drop-impact.ts | what a content change does elsewhere on the site, compared with origin/main |
Stack: Next.js (App Router) · Tailwind · file-based catalog · deployed on Vercel.
app/, components/, lib/, scripts/, config) — MITcontent/, including every content/agents/*.json listing, and the same data at /agents.json, the REST API and the MCP server) — CC BY-NC 4.0: reuse for non-commercial purposes with attribution to Agent Switchboard; contact us for commercial use. Submitted listings are contributed under CC BY-NC 4.0. (Versions up to 2026-09-25 remain CC BY 4.0.)