codebase-memory-mcp vs MCP Claude Code

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 Claude Code Claude Code-style coding agent over MCP: read/edit files, run commands, search code, delegate to sub-agents. Unverified stdio (local) No auth Stale Python
Category	Developer Tools	Developer Tools
Language	C	Python
Transport	stdio (local)	stdio (local)
Auth	None	None
GitHub stars	16k	301
Last commit	1 month ago	11 months ago
Verified
Actively maintained
Install	`curl -fsSL https://raw.githubusercontent.com/DeusData/codebase-memory-mcp/main/install.sh \| bash`	`uvx --from mcp-claude-code claudecode --install`
Repo	Open	Open

Verdict

Pick codebase-memory-mcp if you prefer the more popular, battle-tested option.

Pick MCP Claude Code if you prefer its approach (claude code-style coding agent over mcp: read/edit files, run commands, search code, delegate to sub-agents).

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 Claude Code

Install / run

uvx --from mcp-claude-code claudecode --install

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

{
  "mcpServers": {
    "mcp-claude-code": {
      "command": "uvx",
      "args": [
        "--from",
        "mcp-claude-code",
        "claudecode",
        "--allow-path",
        "/path/allow",
        "--project",
        "/path/project1",
        "--project",
        "/path/project2"
      ]
    }
  }
}

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 Claude Code — which is better?

Pick codebase-memory-mcp if you prefer the more popular, battle-tested option. Pick MCP Claude Code if you prefer its approach (claude code-style coding agent over mcp: read/edit files, run commands, search code, delegate to sub-agents).

Can I use both codebase-memory-mcp and MCP Claude Code?

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 Claude Code 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 Claude Code →More comparisons →