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video-research-mcp vs fetch

Side-by-side comparison to help you pick between these two MCP servers.

video-research-mcp
by Galbaz1
fetch
by modelcontextprotocol
Stars★ 21★ 85,748
30d uses
Score4376
Official
Categories
MediaAI / LLM ToolsKnowledge Graph
Web ScrapingAI / LLM ToolsProductivity
LanguagePythonTypeScript
Last commit2 mo agothis month

video-research-mcp · Summary

MCP server providing 51 video analysis and research tools through Gemini 3.1 Pro with Weaviate integration.

fetch · Summary

An MCP server that fetches web content and converts HTML to markdown, allowing LLMs to read web pages.

video-research-mcp · Use cases

  • Analyze meeting recordings to extract action items and decisions
  • Research topics with evidence-tiered findings from multiple sources
  • Create explainer videos from research with TTS narration
  • Build and query a knowledge graph from research outputs

fetch · Use cases

  • LLMs reading news articles and blogs
  • Content analysis of web pages
  • Retrieving information from public websites
  • Chunked reading of large web documents

video-research-mcp · Install

npx video-research-mcp@latest
export GEMINI_API_KEY="your-key-here"

For Claude Desktop configuration:

{
  "mcpServers": {
    "video-research": {
      "command": "uvx",
      "args": ["video-research-mcp"],
      "env": { "GEMINI_API_KEY": "${GEMINI_API_KEY}" }
    }
  }
}

Requires Python >= 3.11, uv, Node.js >= 16, and a Google AI API key.

fetch · Install

Installation

**Using uv (recommended)** No specific installation needed. Use uvx to run the server directly:

uvx mcp-server-fetch

**Using PIP** Install via pip:

pip install mcp-server-fetch

Then run as:

python -m mcp_server_fetch

Claude Desktop Configuration

{
  "mcpServers": {
    "fetch": {
      "command": "uvx",
      "args": ["mcp-server-fetch"]
    }
  }
}
Comparison generated from public README + GitHub signals. Last updated automatically.