serkan-ozal/driflyte-mcp-server

Overview

The Driflyte MCP Server is a TypeScript-based tool that exposes tools allowing AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages. It integrates with the Model Context Protocol (MCP) to provide structured access to web content.

Best for

Best for
Developers building AI assistants that need topic-specific knowledge from recursively crawled web pages

Use cases

• Feeding an AI assistant domain-specific web knowledge from crawled pages
• Enabling context-aware queries over recursively indexed web content
• Building assistants that retrieve and answer questions from a curated set of URLs

How to use

Install

npx -y @smithery/cli install @serkan-ozal/driflyte-mcp-server --client <SMITHERY-CLIENT-NAME> --key <SMITHERY-API-KEY>

Tools exposed

• list-topics
• documents
• metadata

Tested with

Claude Desktop, Claude Code, Cursor, Windsurf, VS Code, ChatGPT

Notes

The Driflyte MCP Server is a TypeScript-based tool that exposes tools allowing AI assistants to query and retrieve topic-specific knowledge from recursively crawled and indexed web pages. It integrates with the Model Context Protocol (MCP) to provide structured access to web content.

10 stars on GitHub. Last updated 2025-10-02. Licensed MIT.

Use cases

• Feeding an AI assistant domain-specific web knowledge from crawled pages
• Enabling context-aware queries over recursively indexed web content
• Building assistants that retrieve and answer questions from a curated set of URLs

Pros

• Straightforward integration with MCP for AI assistants
• Written in TypeScript, making it accessible to JavaScript/Node.js developers
• Recursive crawling allows deep topic coverage from seed pages

Cons

• Low GitHub star count (10) suggests limited community adoption or early stage
• Documentation and usage examples may be sparse
• Recursive indexing could raise performance or scope management concerns

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.