Serkan Ozal Driflyte Mcp Server

serkan-ozal/driflyte-mcp-server

Driflyte turns web crawling and GitHub scraping into queryable, topic-tagged knowledge that Claude can retrieve on demand. It recursively indexes web pages and repositories, then lets you search for content by topic or keyword to pull in fresh context for RAG workflows. The server is free to use with no signup, though rate limited to 100 requests per 5 minutes per IP. You can run it locally via npx or point directly at their hosted endpoint. Useful when you need Claude to answer questions grounded in specific documentation sites, project repos, or any other web content that changes too often to hardcode. Future roadmap includes Slack, Confluence, JIRA, and other workplace knowledge sources.

GitHub stars: 10
tools: 2
auth: Required
transport: HTTP
last updated: Sep 30, 2025

View on GitHub

Tools

2 tools

Public tool metadata for what this MCP can expose to an agent.

list-topicsReturns 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.

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.

No parameter schema in public metadata yet.

searchGiven 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 mo...3 params

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 mo...

Parameters* required

querystring

The natural language query or question for which relevant information is being sought. This will be used to rank documents by semantic relevance.

topKnumber

The maximum number of relevant documents to return. Results are sorted by descending relevance score.default: 10

topicsarray

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.

Readme

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

View the full README on GitHub

Details

Repository: github.com/serkan-ozal/driflyte-mcp-server
Category: Search & Web Crawling
Transport: HTTP
Auth: Required
Registry: MCP registry, active

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