Find Research Papers vs Codeix

In-depth architectural comparison of the Find Research Papers and Codeix MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

F

Choose Find Research Papers when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Find Research Papers Details

Choose Codeix when:

• You need dedicated capabilities in the Developer Tools domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Codeix Details

Feature & Specification Comparison

Specification	F Find Research Papers Developer Tools	Codeix Developer Tools
Summary	Search open-source research papers across arXiv, OpenAlex, Crossref, PubMed, Semantic Scholar.	Fast semantic code search for AI agents — find symbols, references, and callers across any codebase
Category & Scope	Developer Tools	Developer Tools
Quality signal

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "find-research-papers": {
      "command": "uvx",
      "args": [
        "find-research-papers-mcp"
      ]
    }
  }
}

{
  "mcpServers": {
    "codeix": {
      "command": "npx",
      "args": [
        "-y",
        "codeix"
      ]
    }
  }
}

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