Context7
Up-to-date docs for AI agents
作者提供的说明(英文原文)
Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.
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.driflyte.com/mcp打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"driflyte": {
"command": "npx",
"args": [
"-y",
"@driflyte/mcp-server"
]
}
}
}在终端中运行这条命令
claude mcp add --transport http driflyte https://mcp.driflyte.com/mcpclaude mcp add driflyte -- npx -y @driflyte/mcp-server粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"driflyte": {
"url": "https://mcp.driflyte.com/mcp"
}
}
}粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"driflyte": {
"command": "npx",
"args": [
"-y",
"@driflyte/mcp-server"
]
}
}
}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": {
"driflyte": {
"type": "http",
"url": "https://mcp.driflyte.com/mcp"
}
}
}粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"driflyte": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@driflyte/mcp-server"
]
}
}
}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.driflyte.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
注册名称已通过域名 driflyte.com 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
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(0.1.15)于13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。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。
MCP Server for Driflyte.
The Driflyte MCP Server exposes tools that allow AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages. With this MCP server, Driflyte acts as a bridge between diverse, topic-aware content sources (web, GitHub, and more) and AI-powered reasoning, enabling richer, more accurate answers.
Driflyte MCP server supports the following CLI arguments for configuration:
--transport - Configures the transport protocol (defaults to stdio).--port – Configures the port number to listen on when using streamable-http transport (defaults to 3000).This MCP server (using STDIO or Streamable HTTP transport) can be added to any MCP Client like VS Code, Claude, Cursor, Windsurf Github Copilot via the @driflyte/mcp-server NPM package.
Settings under your profile and enable Developer Mode under the Connectors option.+ icon, and from the dropdown, select Developer Mode. You’ll see an option to add sources/connectors.Create:Name: DriflyteMCP Server URL: https://mcp.driflyte.com/openaiAuthentication: No authenticationTrust Setting: Check I trust this applicationSee How to set up a remote MCP server and connect it to ChatGPT deep research and MCP server tools now in ChatGPT – developer mode for more info.
Run the following command. See Claude Code MCP docs for more info.
claude mcp add driflyte -- npx -y @driflye/mcp-server
claude mcp add --transport http driflyte https://mcp.driflyte.com/mcp
Add the following configuration into the claude_desktop_config.json file. See the Claude Desktop MCP docs for more info.
{
"mcpServers": { "driflyte": { "command": "npx", "args": ["-y", "@driflyte/mcp-server"] } } }
Go to the Settings > Connectors > Add Custom Connector in the Claude Desktop and add the new MCP server with the following fields:
Driflytehttps://mcp.driflyte.com/mcpAdd the following configuration to the mcpServers section of your Copilot Coding Agent configuration through Repository > Settings > Copilot > Coding agent > MCP configuration. See the Copilot Coding Agent MCP docs for more info.
{
"mcpServers": { "driflyte": { "type": "local", "command": "npx", "args": ["-y", "@driflyte/mcp-server"] } } }
{
"mcpServers": { "driflyte": { "type": "http", "url": "https://mcp.driflyte.com/mcp" } } }
Add the following configuration into the ~/.cursor/mcp.json file (or .cursor/mcp.json in your project folder). Or setup by 🖱️One Click Installation. See the Cursor MCP docs for more info.
{
"mcpServers": { "driflyte": { "command": "npx", "args": ["-y", "@driflyte/mcp-server"] } } }
{
"mcpServers": { "driflyte": { "url": "https://mcp.driflyte.com/mcp" } } }
Add the following configuration into the ~/.gemini/settings.json file. See the Gemini CLI MCP docs for more info.
{
"mcpServers": { "driflyte": { "command": "npx", "args": ["-y", "@driflyte/mcp-server"] } } }
{
"mcpServers": { "driflyte": { "httpUrl": "https://mcp.driflyte.com/mcp" } } }
Run the following command. You can find your Smithery API key here. See the Smithery CLI docs for more info.
npx -y @smithery/cli install @serkan-ozal/driflyte-mcp-server --client <SMITHERY-CLIENT-NAME> --key <SMITHERY-API-KEY>
Add the following configuration into the .vscode/mcp.json file. Or setup by 🖱️One Click Installation. See the VS Code MCP docs for more info.
{
"mcp": { "servers": { "driflyte": { "type": "stdio", "command": "npx", "args": ["-y", "@driflyte/mcp-server"] } } } }
{
"mcp": { "servers": { "driflyte": { "type": "http", "url": "https://mcp.driflyte.com/mcp" } } } }
Add the following configuration into the ~/.codeium/windsurf/mcp_config.json file. See the Windsurf MCP docs for more info.
{
"mcpServers": { "driflyte": { "command": "npx", "args": ["-y", "@driflyte/mcp-server"] } } }
{
"mcpServers": { "driflyte": { "serverUrl": "https://mcp.driflyte.com/mcp" } } }
list-topics: Returns a list of topics for which resources (web pages, etc ...) have been crawled and content is available. This allows AI assistants to discover the most relevant and up-to-date subject areas currently indexed by the crawler.topics:Optinal: falseType: Array Description: List of the supported topics.search: Given a list of topics and a user question, this tool retrieves the top-K most relevant documents from the crawled content. It is designed to help AI assistants surface the most contextually appropriate and up-to-date information for a specific topic and query. This enables more informed and accurate responses based on real-world, topic-tagged web content.topicsOptinal: falseType: Array Description: A list of one or more topic identifiers to constrain the search space. Only documents tagged with at least one of these topics will be considered.queryOptinal: falseType: stringDescription: The natural language query or question for which relevant information is being sought. This will be used to rank documents by semantic relevance.topKOptinal: trueType: numberDefault Value: 10Min Value: 1Max Value: 30Description: The maximum number of relevant documents to return. Results are sorted by descending relevance score.documents:Optional: falseType: Array Description: Matched documents to the search query.Document:contentOptinal: falseType: stringDescription: Related content (full or partial) of the matched document.metadataOptinal: falseType: Map Description: Metadata of the document and related content in key-value format.scoreOptinal: falseType: numberMin Value: 0Max Value: 1Description: Similarity score (between 0 and 1) for the content of the document.N/A
.pdf, .ppt/.pptx, .doc/.docx, and many others applicable including audio and video file formats ...)Please use GitHub Issues for any bug report, feature request and support.
If you would like to contribute, please
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