codebase-memory-mcp vs Open Code Review

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	Open Code Review AI code quality gate that detects hallucinated imports, stale APIs, over-engineering, and security anti-patterns in AI-generated code. Unverified stdio (local) No auth TypeScript
Category	Developer Tools	Developer Tools
Language	C	TypeScript
Transport	stdio (local)	stdio (local)
Auth	None	None
GitHub stars	16k	27
Last commit	1 month ago	4 months ago
Verified
Actively maintained
Install	`curl -fsSL https://raw.githubusercontent.com/DeusData/codebase-memory-mcp/main/install.sh \| bash`	`npx -y @opencodereview/mcp-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 Open Code Review if you prefer its approach (ai code quality gate that detects hallucinated imports, stale apis, over-engineering, and security anti-patterns in ai-generated code).

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 Open Code Review

Install / run

npx -y @opencodereview/mcp-server

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

{
  "mcpServers": {
    "open-code-review": {
      "command": "npx",
      "args": [
        "-y",
        "@opencodereview/mcp-server"
      ]
    }
  }
}

FAQ

codebase-memory-mcp or Open Code Review — 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 Open Code Review if you prefer its approach (ai code quality gate that detects hallucinated imports, stale apis, over-engineering, and security anti-patterns in ai-generated code).

Can I use both codebase-memory-mcp and Open Code Review?

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 Open Code Review 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 Open Code Review →More comparisons →