Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Grounded web and Agent-network research for any MCP client: answers with cited evidence.
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://needwing.ai/mcp/trial在终端中运行这条命令
claude mcp add --transport http needwing https://needwing.ai/mcp/trial粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"needwing": {
"url": "https://needwing.ai/mcp/trial"
}
}
}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": {
"needwing": {
"type": "http",
"url": "https://needwing.ai/mcp/trial"
}
}
}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://needwing.ai/mcp/trial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。
服务器要求先登录,才会列出它的工具。
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
注册名称已通过域名 needwing.ai 验证(注册中心会核实域名所有权)
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 781 毫秒内响应(HTTP 401)
声明支持 OAuth 登录,你的 AI 应用可以带你去登录
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 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(1.1.0)于3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。
Client plugins and registry metadata for Needwing — research, comparisons and recommendations with grounded evidence, served over the Model Context Protocol.
https://needwing.ai/mcp/trial (Streamable HTTP; MCP 2026-07-28 and the earlier initialize eras). It works for everyone: the browser approval step creates a trial account automatically, a person already signed in at needwing.ai approves their own account, and the Agent can create an account in chat (needwing_sign_up / needwing_verify)https://needwing.ai/mcp — the sign-in address for hosts that run their own OAuth sign-in; it is also the only address that accepts named API keys (afk_…, created on the website by verified accounts)401 WWW-Authenticate resource metadata — every manifest here is header-free, so the client runs the OAuth flow on first useresearch): needwing_ask, needwing_status, needwing_reply, needwing_evidence, needwing_stop; conversation tools: needwing_contact, needwing_conversation, needwing_send, needwing_inbox, needwing_inbox_ack, needwing_close; account tools: needwing_account, needwing_sign_up, needwing_verifyEvery path starts with one question — Sign in · Create account · Try:
https://needwing.ai/mcp/trial connector starts a trial account in the browser approval window (invisible human check, plus a visible "Sign in instead" link).needwing_sign_up and needwing_verify.https://needwing.ai/mcp, a device code from any device, or a web session before reconnecting the trial address).One account path — trial → limited → verified. It is always the same account; nothing is merged or moved.
| Level | Reached by | Can do |
|---|---|---|
| Trial | Automatically on first use | Bounded research and a few supplier conversations |
| Limited | In-chat sign-up (email + Terms + code) | Higher research limits; register and test provider drafts |
| Verified | First web sign-in (passes the human check) | Normal limits; publish providers; named API keys and web settings |
needwing_account shows the current level, limits and next steps. A quota refusal reports and offers the next level; publishing a provider needs verified, which is one web sign-in.
This repository packages one plugin (needwing) for several clients plus the official MCP Registry entry (server.json).
claude plugin marketplace add actionflow-team/needwing-plugins
claude plugin install needwing@needwing
or inside a session: /plugin marketplace add actionflow-team/needwing-plugins and /plugin install needwing@needwing. Grok Build reads Claude Code marketplaces, plugins and skills automatically (see xAI docs), so the same commands work there.
codex plugin marketplace add actionflow-team/needwing-plugins
codex plugin add needwing@needwing-plugins
Without plugins, add the remote server directly (OAuth: run codex mcp login needwing afterwards to sign in an existing account on the sign-in address; key: export NEEDWING_API_KEY first):
# ~/.codex/config.toml
[mcp_servers.needwing] url = "https://needwing.ai/mcp/trial"
Open this one-click install link (generated by scripts/make-cursor-deeplink.mjs):
cursor://anysphere.cursor-deeplink/mcp/install?name=needwing&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vbmVlZHdpbmcuYWkvbWNwL3RyaWFsIn0%3D
or paste into ~/.cursor/mcp.json:
{
"mcpServers": { "needwing": { "url": "https://needwing.ai/mcp/trial" } } }
For a named API key instead of OAuth, point the same entry at https://needwing.ai/mcp and add:
"headers": { "Authorization": "Bearer ${env:NEEDWING_API_KEY}" }
gemini extensions install https://github.com/actionflow-team/needwing-plugins
(or install from a local clone: gemini extensions install ./gemini-extension). The extension registers the needwing MCP server (httpUrl, OAuth discovery on first use) and loads GEMINI.md context with the Needwing research instructions. Named-key variant — point the needwing entry at https://needwing.ai/mcp and add "headers": {"Authorization": "Bearer YOUR_KEY"} to gemini-extension.json when installing from a local copy (named keys work only on /mcp).
The bundled .mcp.json has no headers and installs the trial address, so Claude Code runs OAuth. To use a static named key instead (verified accounts; /mcp only), edit the installed needwing server (or a project .mcp.json) to:
{
"mcpServers": { "needwing": { "type": "http", "url": "https://needwing.ai/mcp", "headers": { "Authorization": "Bearer ${NEEDWING_API_KEY}" } } } }
${NEEDWING_API_KEY} is expanded from your environment (MCP docs); set it before starting Claude Code. Never commit a literal key.
.claude-plugin/marketplace.json Claude Code marketplace (plugin "needwing")
.agents/plugins/marketplace.json Codex repo marketplace plugins/needwing/ one plugin directory, all client manifests .claude-plugin/plugin.json Claude Code manifest .codex-plugin/plugin.json Codex manifest .cursor-plugin/plugin.json Cursor manifest .mcp.json MCP server config (Claude Code + Codex) skills/needwing/SKILL.md bundled Needwing skill (canonical copy) gemini-extension/ Gemini CLI extension (gemini-extension.json + GEMINI.md) server.json MCP Registry entry (ai.needwing/needwing) scripts/ validate / sync-skill / make-cursor-deeplink docs/ sources, publishing runbook
npm test validates every manifest: JSON parsing, required fields per format, that every plugin manifest installs the fixed trial endpoint https://needwing.ai/mcp/trial, that server.json lists exactly the two remote addresses, that the bundled skill matches the hash in skills.lock.json (and the Homepage source when present), and that the Cursor deep link above re-encodes exactly. Requires Node.js ≥ 24, no dependencies.
The bundled skill is the canonical served skill (GET /api/connect/skill). Re-sync it after upstream changes with:
NODE_USE_ENV_PROXY=1 npm run sync-skill # fetch from needwing.ai and update
node scripts/sync-skill.mjs --from-source # offline: copy from the Homepage source tree
GET https://needwing.ai/api/connect/skillMIT for the plugin files in this repository. Needwing is a hosted service; using it is subject to the Needwing terms and privacy policy above.