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Driflyte MCP Server

Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.

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What is the Driflyte MCP Server?

Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub.

What you get

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.

  • Deep Web Crawling — Recursively follows links to crawl and index web pages
  • GitHub Integration — Crawls repositories, issues, and discussions
  • Extensible Resource Support — Future support planned for Slack, Microsoft Teams, Google Docs/Drive, Confluence, JIRA, Zendesk, Salesforce, and more
  • Topic-Aware Indexing — Each document is tagged with one or more topics, enabling targeted, topic-specific retrieval
  • Designed for RAG with RAG — The server itself is built with Retrieval-Augmented Generation (RAG) in mind, and it powers RAG workflows by providing assistants with high-quality, topic-specific documents as grounding context
  • Designed for AI with AI — The system is not just for AI assistants — it is also designed and evolved using AI itself, making it an AI-native component for intelligent knowledge retrieval

Configuration and credentials

  • Node.js 18+ - An AI assistant (with MCP client) like Cursor, Claude (Desktop or Code), VS Code, Windsurf, etc ...

More MCP options

Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

ToolWhat it does
list-topicsReturns a list of topics for which resources (web pages, etc ...) have been crawled and content is available.
topics- Optinal: false
searchGiven a list of topics and a user question, this tool retrieves the top-K most relevant documents from the crawled content.
queryOptinal: false
topKOptinal: true
documents- Optional: false
contentOptinal: false
metadataOptinal: false
scoreOptinal: false

How to install the Driflyte MCP Server

{
  "mcpServers": {
    "driflyte": {
      "command": "npx",
      "args": ["-y", "@driflyte/mcp-server"]
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Configuration

  • Node.js 18+ - An AI assistant (with MCP client) like Cursor, Claude (Desktop or Code), VS Code, Windsurf, etc ...

Example prompts to try

  • “Use Driflyte to list-topics.”
  • “Use Driflyte to topics.”
  • “Use Driflyte to Type.”

Frequently asked questions

Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.

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