codebase-memory-mcp vs CodeGraphContext

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	CodeGraphContext Index local code into a graph database to give AI assistants deep, queryable code context. 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	3.8k
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 codegraphcontext`
Repo	Open	Open

Verdict

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

Pick CodeGraphContext if you need the broadest set of tools.

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 CodeGraphContext

Install / run

pip install codegraphcontext

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

{
  "mcpServers": {
    "codegraphcontext": {
      "command": "codegraphcontext",
      "args": [
        "mcp",
        "start"
      ],
      "env": {
        "NEO4J_URI": "YOUR_NEO4J_URI",
        "NEO4J_USERNAME": "YOUR_NEO4J_USERNAME",
        "NEO4J_PASSWORD": "YOUR_NEO4J_PASSWORD"
      }
    }
  }
}

FAQ

codebase-memory-mcp or CodeGraphContext — which is better?

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

Can I use both codebase-memory-mcp and CodeGraphContext?

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 CodeGraphContext 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 CodeGraphContext →More comparisons →