codebase-memory-mcp vs Winx Code Agent

A side-by-side comparison of two Developer Tools servers — tools, transport, auth, maintenance, and copy-paste config for each.

	codebase-memory-mcp Code intelligence engine that indexes repos into a persistent knowledge graph for AI coding agents. Unverified stdio (local) No auth C	Winx Code Agent Native Rust MCP server giving coding agents a PTY-backed shell, file IO, and tree-sitter code navigation. Unverified stdio (local) No auth Rust
Category	Developer Tools	Developer Tools
Language	C	Rust
Transport	stdio (local)	stdio (local)
Auth	None	None
GitHub stars	16k	30
Last commit	1 month ago	1 month ago
Verified
Actively maintained
Install	`curl -fsSL https://raw.githubusercontent.com/DeusData/codebase-memory-mcp/main/install.sh \| bash`	`cargo install winx-code-agent`
Repo	Open	Open

Verdict

Pick codebase-memory-mcp if you prefer the more popular, battle-tested option, and you need the broadest set of tools.

Pick Winx Code Agent if you prefer its approach (native rust mcp server giving coding agents a pty-backed shell, file io, and tree-sitter code navigation).

Add codebase-memory-mcp

Install / run

curl -fsSL https://raw.githubusercontent.com/DeusData/codebase-memory-mcp/main/install.sh | bash

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "codebase-memory-mcp": {
      "command": "/path/to/codebase-memory-mcp",
      "args": []
    }
  }
}

Add Winx Code Agent

Install / run

cargo install winx-code-agent

Paste into ~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "winx-code-agent": {
      "command": "winx-code-agent",
      "args": [],
      "env": {
        "RUST_LOG": "winx_code_agent=info"
      }
    }
  }
}

FAQ

codebase-memory-mcp or Winx Code Agent — which is better?

Pick codebase-memory-mcp if you prefer the more popular, battle-tested option, and you need the broadest set of tools. Pick Winx Code Agent if you prefer its approach (native rust mcp server giving coding agents a pty-backed shell, file io, and tree-sitter code navigation).

Can I use both codebase-memory-mcp and Winx Code Agent?

Yes — MCP clients let you enable multiple servers at once. Add both configs to your client's mcpServers and use whichever tool fits the task.

Do codebase-memory-mcp and Winx Code Agent work with Claude, Cursor and Windsurf?

Both do. Copy the per-client config below into Claude Desktop, Cursor, or Windsurf.

View codebase-memory-mcp →View Winx Code Agent →More comparisons →