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AIRA-SemanticScholar vs everything

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

AIRA-SemanticScholar
by hamid-vakilzadeh
everything
by modelcontextprotocol
Stars★ 22★ 85,748
30d uses
Score4377
Official
Categories
AI / LLM ToolsKnowledge GraphSearch
Developer ToolsAI / LLM ToolsOther
LanguageTypeScriptTypeScript
Last commit2 mo agothis month

AIRA-SemanticScholar · Summary

MCP server providing AI models with access to Semantic Scholar Academic Graph API for literature search and analysis.

everything · Summary

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

AIRA-SemanticScholar · Use cases

  • Academic researchers conducting literature reviews in specific fields
  • AI assistants needing to access and analyze research papers
  • Research institutions building custom knowledge management systems

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

AIRA-SemanticScholar · Install

Installation

  1. Using npx:
{
  "mcpServers": {
    "aira-semanticscholar": {
      "command": "npx",
      "args": ["-y", "aira-semanticscholar"]
    }
  }
}
  1. Using Smithery:

Visit the [Smithery listing](https://smithery.ai/server/@hamid-vakilzadeh/mcpsemanticscholar) for more installation options.

  1. For full-text access to Wiley papers, add the WILEY_TDM_CLIENT_TOKEN environment variable:
{
  "mcpServers": {
    "aira-semanticscholar": {
      "command": "npx",
      "args": ["-y", "aira-semanticscholar"],
      "env": {
        "WILEY_TDM_CLIENT_TOKEN": "your-token-here"
      }
    }
  }
}

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.