codebase-memory-mcp vs MCP Shell Server

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	MCP Shell Server Securely execute whitelisted shell commands over MCP, with stdin, argv pipelines, timeouts, and audit logging. Unverified stdio (local) No auth Python
Category	Developer Tools	Developer Tools
Language	C	Python
Transport	stdio (local)	stdio (local)
Auth	None	None
GitHub stars	16k	176
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`	`pip install mcp-shell-server`
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 MCP Shell Server if you prefer its approach (securely execute whitelisted shell commands over mcp, with stdin, argv pipelines, timeouts, and audit logging).

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 MCP Shell Server

Install / run

pip install mcp-shell-server

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

{
  "mcpServers": {
    "mcp-shell-server": {
      "command": "uvx",
      "args": [
        "mcp-shell-server"
      ],
      "env": {
        "ALLOW_COMMANDS": "ls,cat,pwd,grep,wc,touch,find"
      }
    }
  }
}

Requires `uv` (the Python package runner). Install it from https://docs.astral.sh/uv/ if `uvx` is not found.

FAQ

codebase-memory-mcp or MCP Shell Server — 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 MCP Shell Server if you prefer its approach (securely execute whitelisted shell commands over mcp, with stdin, argv pipelines, timeouts, and audit logging).

Can I use both codebase-memory-mcp and MCP Shell Server?

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 MCP Shell Server 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 MCP Shell Server →More comparisons →