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paper-search-mcp-openai vs everything

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

paper-search-mcp-openai
by adamamer20
everything
by modelcontextprotocol
Stars★ 13★ 85,748
30d uses
Score3977
Official
Categories
AI / LLM ToolsDeveloper ToolsSearch
Developer ToolsAI / LLM ToolsOther
LanguagePythonTypeScript
Last commit8 mo agothis month

paper-search-mcp-openai · Summary

Python-based MCP server for searching and downloading academic papers from multiple sources.

everything · Summary

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

paper-search-mcp-openai · Use cases

  • Assist researchers in finding relevant papers by searching across multiple academic databases
  • Automate literature reviews for research projects by downloading and analyzing papers
  • Enhance LLM knowledge with current academic papers for more accurate responses

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

paper-search-mcp-openai · Install

Installation

Quick Start

  1. **Install Package**:

``bash uv add paper-search-mcp ``

  1. **Configure Claude Desktop**:

Add this configuration to ~/Library/Application Support/Claude/claude_desktop_config.json (Mac) or %APPDATA%\Claude\claude_desktop_config.json (Windows): ``json { "mcpServers": { "paper_search_server": { "command": "uv", "args": [ "run", "--directory", "/path/to/your/paper-search-mcp", "-m", "paper_search_mcp.server" ], "env": { "SEMANTIC_SCHOLAR_API_KEY": "" // Optional: For enhanced Semantic Scholar features } } } } ``

Install via Smithery

npx -y @smithery/cli install @openags/paper-search-mcp --client claude

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.