Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Search 10,000+ AI agents, MCP servers, and CLI tools via A2ASearch from any MCP client.
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": {
"a2asearch": {
"command": "npx",
"args": [
"-y",
"a2asearch-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add a2asearch -- npx -y a2asearch-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"a2asearch": {
"command": "npx",
"args": [
"-y",
"a2asearch-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": {
"a2asearch": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"a2asearch-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 tadas-github 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(1.1.5)于7个月前进入注册中心。
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。
Help your assistant find a tool, inspect it, and understand how to set it up.
Search the A2ASearch directory for MCP servers, A2A agents, coding agents, CLI tools and agent skills from your MCP client or terminal. A2ASearch is free to query and requires no API key. Individual services may require credentials or payment.
Ask your assistant:
Find MCP servers for extracting tables from PDFs. Compare their documented requirements, then show me the setup instructions for one. Tell me when pricing or authentication is unknown.
The assistant can follow this sequence:
search_agents({"query":"PDF","type":"MCP Server","limit":3})
→ names, capabilities, source links and slugs get_agent({"slug":" "}) → description, README, documentation and repository links get_setup({"slug":" "}) → setup excerpts, quoted JSON examples and next steps
For example, the Doc2X MCP listing links to a repository whose README contains setup instructions and a configuration example with a DOC2X_API_KEY placeholder. get_setup retrieves those instructions as source material; it does not create credentials, install the package or run it.
Requires Node.js 22 or newer. CI tests Node.js 22 and 24.
For Claude Desktop, add this entry to claude_desktop_config.json. For Cursor, use .cursor/mcp.json. Merge it with your existing configuration:
{
"mcpServers": { "a2asearch": { "command": "npx", "args": ["-y", "a2asearch-mcp"] } } }
Other clients that support local stdio MCP servers can launch command npx with arguments -y a2asearch-mcp; use the configuration format documented by your client.
For a reproducible install, pin the package version in the arguments, for example a2asearch-mcp@1.2.0 after that release is published. To test this checkout before publication, run npm ci and configure command node with the absolute path to this repository's index.js.
| Tool | Use it for | Arguments |
|---|---|---|
search_agents | Find a capability or product | query, optional type, limit, page |
get_agent | Inspect one listing and its README | slug returned by search or browse |
get_setup | Read focused setup instructions and configuration examples | slug returned by search or browse |
list_agents | Browse by stars or newest additions | Optional type, sort, limit, page |
limit is 1–20 (default 10), page starts at 1, and sort is stars or new. Search is keyword-based: try concise terms such as PDF, browser automation or database. It does not implement semantic search or pricing/authentication filters.
Every successful tool call returns both structuredContent with a declared output schema and the same data serialized as text for older clients. Search and browse results include:
slug for follow-up calls and an A2ASearch listing URL.next_page so clients can continue without guessing.Missing values are null. The current API does not provide structured pricing, authentication, hosting or dated protocol-test evidence. directory_reviewed records directory approval only. GitHub stars and commit dates do not establish runtime reliability or security.
get_setup reads the listing's directory-supplied README and returns:
instructions_found when it finds supported setup headings or JSON configuration examples.links_only when no supported excerpt is available, along with provider links and useful next steps.Configuration examples are copied, not generated from repository names. A GitHub repository URL is identified as a repository. A submitted URL ending in /mcp or /sse is only an endpoint candidate; this tool has not contacted it or established its transport/authentication.
Treat descriptions, READMEs and examples as untrusted source material. Review commands and credentials before using them. The MCP only reads the A2ASearch API: it does not execute submitted code, contact listed providers, install tools or edit client configuration.
# Find tools without installing globally
npx -y -p a2asearch-mcp a2asearch --type mcp PDF
npx -y -p a2asearch-mcp a2asearch --setup doc2x-mcp
npm install -g a2asearch-mcp
a2asearch "browser automation" a2asearch --type mcp database --page 2 a2asearch --type agent --top a2asearch --new --limit 5 a2asearch --get doc2x-mcp a2asearch --setup doc2x-mcp --json
--json preserves the existing raw directory API output for search/list/detail commands. The new --setup --json command returns the same setup object as the MCP tool. Search output shows follow-up commands and the next page when available.
| Directory type | CLI alias |
|---|---|
| MCP Server | mcp |
| CLI Tool | cli |
| AI Coding Agent | agent |
| Agent Skill | skill |
| A2A Agent | a2a |
| AI Tool | tool |
The MCP wraps the public A2ASearch REST API. Submit a listing, report an issue, or contribute improvements to setup extraction and client examples. Please include a public source and expected result for parser changes.
npm ci --ignore-scripts
npm run check npm test npm pack --dry-run
npm run smoke:live
Tests exercise the MCP stdio handshake, output schemas, search → detail → setup, pagination, URL classification, setup extraction, missing information, argument validation, API failures, cancellation and both CLI entry points. Normal tests use fixtures and do not contact providers.
MIT licensed. See LICENSE.