TubeGrade

com.tubegradev1.0.0Updated Oct 11, 2026

YouTube research: channel and video stats, transcripts, outlier videos and viral title formats.

VerifiedStreamable HTTPWeb executableWeb Search & Scraping

Overview

AI-generated overview

Lets an assistant research YouTube channels and videos, including stats, transcripts, outlier videos, and viral title formats.

What it does
TubeGrade exposes YouTube research through a remote MCP endpoint. According to the registry description, it covers channel and video statistics, transcripts, outlier videos, and viral title formats. The manifest does not list individual tools, so the exact tool names and parameters are not documented here.
When to use it
Useful when an assistant needs to look up YouTube channel or video performance, pull transcripts, or study which videos and title formats overperform for a channel. It suits content research and competitive analysis rather than general web search. Skip it if you only need non-YouTube sources.
Requirements
A remote streamable HTTP endpoint at no local runtime, package, account, API key, or environment variable is declared. Network access to the provider is required.
Before you install
The manifest declares no authentication, environment variables, or headers, so no credentials are requested. The server is a remote endpoint, so research queries and any identifiers sent to it leave the user's machine and are handled by the provider. It is described as read-only research, but confirm whether any tool writes, stores, or shares data before relying on it.

Installation

In SourceWeft

  1. Open TubeGrade in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Other MCP clients

Add this to your client's mcpServers config.

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

Tools

0
Tool metadata has not been indexed yet.

Version history

1
  1. v1.0.0LatestOct 11, 2026