Driflyte is a topic-aware knowledge retrieval platform that recursively crawls, indexes, and tags web content for use in RAG workflows. It exposes indexed documents through MCP tools, enabling AI assistants to retrieve real-world, timely information as grounding context for more accurate responses. Key capabilities include: - **Deep Web Crawling**: Recursively follows links to build comprehensive indexes of web pages with automatic topic tagging - **GitHub Integration**: Crawls repositories, issues, and discussions to surface code and community knowledge - **Topic-Aware Retrieval**: Documents are tagged with one or more topics, enabling precise, targeted searches rather than broad keyword matching - **RAG-Native Design**: Purpose-built to provide high-quality, structured documents as context for retrieval-augmented generation pipelines - **Multi-Source Roadmap**: Planned support for Slack, Microsoft Teams, Google Docs/Drive, Confluence, JIRA, Zendesk, and Salesforce

Driflyte MCP Server

[](https://lobehub.com/mcp/serkan-ozal-driflyte-mcp-server)

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.

What It Does

Usage & Limits

Prerequisites

Configurations

CLI Arguments

Driflyte MCP server supports the following CLI arguments for configuration:

Quick Start

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.

ChatGPT

See 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.

Claude Code

Run the following command. See Claude Code MCP docs for more info.

#### Local Server

claude mcp add driflyte -- npx -y @driflye/mcp-server

#### Remote Server

claude mcp add --transport http driflyte https://mcp.driflyte.com/mcp

Claude Desktop

#### Local Server 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"]
    }
  }
}

#### Remote Server Go to the Settings > Connectors > Add Custom Connector in the Claude Desktop and add the new MCP server with the following fields:

Copilot Coding Agent

Add 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.

#### Local Server ```json { "mcpS