# TubeGrade [Health: Active]

**Category:** 🌐 Social Media  
**Repository:** https://www.tubegrade.com/mcp/  
**Views:** 0  
**Installs:** 0  
**Upvotes:** 0  
**Directory Page:** https://allmcps.com/mcp/tubegrade

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

## Claude Desktop Quick Installation
Remote MCP endpoint (confidence: medium). Install path inferred — verify against the README before running it. Add as a URL/SSE server in your client:

```json
"mcpServers": {
  "tubegrade": {
    "url": "https://www.tubegrade.com/mcp/"
  }
}
```

## Documentation

## What the TubeGrade MCP server does

TubeGrade MCP server is intended for researching YouTube channels and videos through an MCP-compatible agent. Its documented scope covers four areas: channel statistics, video statistics, transcripts, and patterns associated with outlier or viral content.

The server is a fit for questions that require examining YouTube content as a dataset. For example, an agent may use it to compare channel-level performance, inspect statistics for individual videos, read video transcripts, identify videos that stand out from the rest of a channel, or study recurring title formats associated with viral videos.

The available listing does not describe additional services, data sources, publishing actions, or write operations. Treat the server as a research and analysis interface for the documented YouTube capabilities.

## Tools and capabilities

The TubeGrade MCP server listing identifies these capabilities:

- Channel statistics for researching YouTube channels.
- Video statistics for examining individual videos.
- Transcript access for analyzing spoken video content.
- Outlier-video research for finding videos that differ from typical channel performance or patterns.
- Viral title-format analysis for studying title structures associated with viral videos.

These capabilities can be combined in a research workflow. An agent could use channel and video statistics to locate notable content, inspect transcripts for substance, and examine title formats when investigating why particular videos attracted attention. The listing does not provide formal tool names, parameter definitions, return schemas, or filtering options, so implementation-specific usage cannot be documented here.

## Limitations and notes

The supplied material is a short listing rather than a full README. It confirms the YouTube research focus and the capability areas above, but it does not state whether access requires an API key, which environment variables are supported, how the MCP server is installed, or whether it uses standard input/output or HTTP transport.

Client compatibility is also not specified. A client should therefore be considered compatible only after confirming that it supports the transport and setup method documented by TubeGrade. The listing does not name Claude Desktop, Cursor, Cline, Windsurf, or any other MCP client.

The TubeGrade MCP server should not be assumed to create or edit YouTube content, manage channels, publish videos, or provide capabilities beyond research. Those functions are not included in the supplied description. For exact request formats and operational requirements, consult the documentation at the listed TubeGrade MCP source before integrating it into an agent workflow.

_Full upstream README: https://allmcps.com/mcp/tubegrade/readme_