AuthorProfileMCP vs everything

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

	AuthorProfileMCP by alperenkocyigit	everything by modelcontextprotocol
Stars	★ 2	★ 85,748
30d uses	—	—
Score	34	77
Official	—	✓
Categories	Knowledge GraphAI / LLM ToolsOther	Developer ToolsAI / LLM ToolsOther
Language	Python	TypeScript
Last commit	6 mo ago	this month

AuthorProfileMCP · Summary

Academic author network MCP server for analyzing research collaborations and extracting keywords from scholarly profiles.

everything · Summary

Official MCP test server exercising all protocol features for client builders.

AuthorProfileMCP · Use cases

Academic research collaboration discovery
Research trend analysis through author keywords
Building academic network visualizations

everything · Use cases

Testing MCP client implementations against all protocol features
Learning MCP protocol capabilities through a reference server
Validating client compatibility with different transport methods

AuthorProfileMCP · Install

# Clone repository
git clone https://github.com/alperenkocyigit/AuthorProfileMCP.git
cd AuthorProfileMCP

# Create virtual environment
python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

# Install dependencies
pip install -r requirements.txt

# Run server
python server.py

For Claude Desktop, add to claude_desktop_config.json:

{
  "mcpServers": {
    "author-profile": {
      "command": "python",
      "args": ["/path/to/AuthorProfileMCP/server.py"]
    }
  }
}

everything · Install

NPX (recommended)

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

On Windows, use cmd /c:

{
  "mcpServers": {
    "everything": {
      "command": "cmd",
      "args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

Docker

{
  "mcpServers": {
    "everything": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "mcp/everything"]
    }
  }
}

Global install

npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everything

Comparison generated from public README + GitHub signals. Last updated automatically.