Driflyte MCP Server

Name: Driflyte MCP Server
Author: serkan-ozal

by serkan-ozalversion 0.1.15i★ –iComputer or cloud

Registry namecom.driflyte/driflyte-mcp-server

Install

Overview

Description from the maker (original English)

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

PopNx MCP’s three pillars

These three are never merged into one score: opinions, measurements and popularity are different things.

User voiceiNo reviews yetReviews open together with accounts in a later step
Our basic checksi1 of 1 passedChecked from public information; code not scanned yet
UsageiNot measured yet★ –

What you can do with it

We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.

Connection: Computer or cloud
Transport: stdio, Streamable HTTP
Category: Search & AI memory

Install

Pick the AI app you use, then copy the settings.

Before you install

Basic checks: 1 of 1 passed
Runs on the maker’s server: what you ask it goes through their server.
The registry lists no key to fill in.

You need

Runs in the cloudNothing to install; it connects over the internet
npmNode.js installed (for the npx command)

Which app do you use?

ClaudeClaude CodeCursorVS CodeChatGPT

Pick your app above. We remember it, so next time the button says “Install in …”.

Works in Claude on the web, desktop and mobile:

Open Settings → Connectors
Press Add custom connector
Paste the address below and press Add
If it asks you to sign in, sign in with the maker

https://mcp.driflyte.com/mcp

Or run it on your computer

Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json

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

Run this in your terminal

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

Or run it on your computer

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

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "driflyte": {
      "url": "https://mcp.driflyte.com/mcp"
    }
  }
}

Or run it on your computer

Open in Cursor

Or copy the settings yourself

Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json

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

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

{
  "servers": {
    "driflyte": {
      "type": "http",
      "url": "https://mcp.driflyte.com/mcp"
    }
  }
}

Or run it on your computer

Open in VS Code

Or copy the settings yourself

Paste into .vscode/mcp.json in your project

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

Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.

ChatGPT connects only to servers on the internet:

Open ChatGPT on the web → Settings → Connectors (Apps)
Press Create or Add (some plans need Developer mode under Advanced first)
Paste the address below, give it a name and save
If it asks you to sign in, sign in with the maker

https://mcp.driflyte.com/mcp

Menu names can differ slightly by plan and over time.

Your choice stays on this device in a cookie; no account needed.

These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.

What it can do

We have not read this server’s tool list yet; we check endpoints in rotation.

Basic checksi

We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026

✓ Pass
Maker matches the repo
The registry name was verified against the domain driflyte.com (the registry checks domain ownership)
… Not checked yet
Still maintained
We have not read this repo from GitHub yet
… Not checked yet
Has a licence
We have not read this repo from GitHub yet
… Not checked yet
Endpoint responds
Not checked yet; we check endpoints in rotation
… Not checked yet
Sign-in with OAuth
Not checked yet; we check endpoints in rotation
… Not checked yet
No hidden instructions in tool descriptions
Not checked yet; we read the tool list when we check the endpoint

Compared with others in Search & AI memoryi

More stars than 0% of the other 7251 servers in this category
Published to the registry more recently than 0% of the other 7251 servers in this category
Basic checks equal to or better than 100% of the other 7251 servers in this category

Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.

Common questions

Is Driflyte MCP Server safe?

It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.

What keys or codes does it need?

The registry does not list a required key, though some servers ask you to sign in on first use.

Does it run on my computer or in the cloud?

Either way works: install it on your computer or connect to the cloud version.

Is it still maintained?

The GitHub repo last changed –, and the latest version (0.1.15) reached the registry 13 months ago.

Which apps can use it?

Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.

What can I use instead?

In the same category: Context7, Codebase Memory, Exa

Alternatives

Servers in the same category from other makers, sorted by stars.

Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi

Context7

by upstash

Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.

Computer or cloud★ 64,224MITUpdated today

Install

Codebase Memory

by DeusData

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Runs on your computer★ 48,148MITUpdated 20 days ago

Install

Exa

by exa-labs

Connect AI agents to Exa for web search, content fetching, and multi-step research.

Runs in the cloud★ 5,213MITUpdated last month

Install

README from the maker

Open the README

Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.

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

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.

Usage & Limits

Free Access: Driflyte is currently free to use.
No Signup Required: You can start using it immediately — no registration or subscription needed.
Rate Limits: To ensure fair usage, requests are limited by IP:
`100` API requests per `5` minutes per IP address.
Future changes to usage policies and limits may be introduced as new features and resource integrations become available.

Prerequisites

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

Configurations

CLI Arguments

Driflyte MCP server supports the following CLI arguments for configuration:

--transport - Configures the transport protocol (defaults to stdio).
--port – Configures the port number to listen on when using streamable-http transport (defaults to 3000).

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

Navigate to Settings under your profile and enable Developer Mode under the Connectors option.
In the chat panel, click the + icon, and from the dropdown, select Developer Mode. You’ll see an option to add sources/connectors.
Enter the following MCP Server details and then click Create:
Name: Driflyte
MCP Server URL: https://mcp.driflyte.com/openai
Authentication: No authentication
Trust Setting: Check I trust this application

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:

Name: Driflyte
Remote MCP server URL: https://mcp.driflyte.com/mcp

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

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

Remote Server

"mcpServers": { "driflyte": { "type": "http", "url": "https://mcp.driflyte.com/mcp" } } }

Cursor

Add the following configuration into the ~/.cursor/mcp.json file (or .cursor/mcp.json in your project folder). Or setup by 🖱️One Click Installation. See the Cursor MCP docs for more info.

Local Server

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

Remote Server

"mcpServers": { "driflyte": { "url": "https://mcp.driflyte.com/mcp" } } }

Gemini CLI

Add the following configuration into the ~/.gemini/settings.json file. See the Gemini CLI MCP docs for more info.

Local Server

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

Remote Server

"mcpServers": { "driflyte": { "httpUrl": "https://mcp.driflyte.com/mcp" } } }

Smithery

Run the following command. You can find your Smithery API key here. See the Smithery CLI docs for more info.

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

VS Code

Add the following configuration into the .vscode/mcp.json file. Or setup by 🖱️One Click Installation. See the VS Code MCP docs for more info.

Local Server

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

Remote Server

"mcp": { "servers": { "driflyte": { "type": "http", "url": "https://mcp.driflyte.com/mcp" } } } }

Windsurf

Add the following configuration into the ~/.codeium/windsurf/mcp_config.json file. See the Windsurf MCP docs for more info.

Local Server

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

Remote Server

"mcpServers": { "driflyte": { "serverUrl": "https://mcp.driflyte.com/mcp" } } }

Components

Tools

list-topics: 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.
Input Schema: No input parameter supported.
Output Schema:
topics:
Optinal: false
Type: Array
Description: List of the supported topics.
search: 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 more informed and accurate responses based on real-world, topic-tagged web content.
Input Schema:
topics
Optinal: false
Type: Array
Description: 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.
query
Optinal: false
Type: string
Description: The natural language query or question for which relevant information is being sought. This will be used to rank documents by semantic relevance.
topK
Optinal: true
Type: number
Default Value: 10
Min Value: 1
Max Value: 30
Description: The maximum number of relevant documents to return. Results are sorted by descending relevance score.
Output Schema:
documents:
Optional: false
Type: Array
Description: Matched documents to the search query.
Type: Document:
content
Optinal: false
Type: string
Description: Related content (full or partial) of the matched document.
metadata
Optinal: false
Type: Map
Description: Metadata of the document and related content in key-value format.
score
Optinal: false
Type: number
Min Value: 0
Max Value: 1
Description: Similarity score (between 0 and 1) for the content of the document.

Resources

N/A

Roadmap

Support more content types (.pdf, .ppt/.pptx, .doc/.docx, and many others applicable including audio and video file formats ...)
Integrate with more data sources (Slack, Teams, Google Docs/Drive, Confluence, JIRA, Zendesk, Salesforce, etc ...))
And more topics with their resources

Issues and Feedback

Please use GitHub Issues for any bug report, feature request and support.

Contribution

If you would like to contribute, please

Fork the repository on GitHub and clone your fork.
Create a branch for you

Only the beginning is shown; read the rest in the repo

Driflyte MCP Server

Overview

PopNx MCP’s three pillars

What you can do with it

Install

Before you install

Or run it on your computer

Or run it on your computer

Or run it on your computer

Or run it on your computer

What it can do

Basic checksi

Maker matches the repo

Still maintained

Has a licence

Endpoint responds

Sign-in with OAuth

No hidden instructions in tool descriptions

Compared with others in Search & AI memoryi

Common questions

Alternatives

Context7

Codebase Memory

Exa

README from the maker

Driflyte MCP Server

What It Does

Usage & Limits

Prerequisites

Configurations

CLI Arguments

Quick Start

ChatGPT

Claude Code

Local Server

Remote Server

Claude Desktop

Local Server

Remote Server

Copilot Coding Agent

Local Server

Remote Server

Cursor

Local Server

Remote Server

Gemini CLI

Local Server

Remote Server

Smithery

VS Code

Local Server

Remote Server

Windsurf

Local Server

Remote Server

Components

Tools

Resources

Roadmap

Issues and Feedback

Contribution