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serkan-ozal-driflyte-mcp-server — Claude Code MCP server

This MCP server retrieves topic-tagged material from indexed web pages and GitHub. Use it when an assistant needs external, topic-specific context.

Install into Claude Code · Platform CLI: remote server All methods and platforms ↓
claude mcp add --transport http serkan-ozal-driflyte-mcp-server https://server.smithery.ai/@serkan-ozal/driflyte-mcp-server/mcp
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What serkan-ozal-driflyte-mcp-server does

Driflyte gives an AI assistant access to topic-tagged content from the web and GitHub. It follows links while crawling pages, indexes the results, and retrieves information for a selected topic. GitHub coverage includes repositories, issues, and discussions.

The server is built for RAG workflows, where retrieved documents ground an assistant’s response. It supports local and remote MCP transports. A local setup needs Node.js 18+; the remote configuration uses https://server.smithery.ai/@serkan-ozal/driflyte-mcp-server/mcp.

Usage is capped at 100 API requests per 5 minutes for each IP address. That limit matters when repeated searches come from the same environment.

What it helps with

  • search web pages for topic-specific material
  • build context from recursively crawled pages
  • retrieve facts from GitHub repositories, issues, and discussions
  • ground a RAG response with tagged documents

Example prompts for the agent

  • Search the connected web sources for current material on this topic and compare the findings.
  • Check GitHub repositories and discussions related to this subject, then collect the relevant facts.
  • Answer using Driflyte’s topic-matched documents as supporting context.

How to install serkan-ozal-driflyte-mcp-server

Platform CLI: remote server

claude mcp add --transport http serkan-ozal-driflyte-mcp-server https://server.smithery.ai/@serkan-ozal/driflyte-mcp-server/mcp

Step by step, with commands for each platform: How to add an MCP server to Claude Code, Codex, Cursor, VS Code, Gemini CLI and more

Questions about serkan-ozal-driflyte-mcp-server

How do I install serkan-ozal-driflyte-mcp-server in Claude Code?

Run claude mcp add --transport http serkan-ozal-driflyte-mcp-server https://server.smithery.ai/@serkan-ozal/driflyte-mcp-server/mcp.

What does serkan-ozal-driflyte-mcp-server do?

It crawls and indexes web and GitHub content, assigns topic tags, and returns relevant context to an MCP client.

What does the server require?

A local deployment requires Node.js 18+. The remote server can be connected through an MCP client without running it locally.

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