CodeGraphContext vs Playwright MCP Server

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

	CodeGraphContext Index local code into a graph database to give AI assistants deep, queryable code context. Unverified stdio (local) No auth Python	Playwright MCP Server Microsoft's official browser-automation MCP using Playwright's accessibility tree (no vision model). Verified stdio (local) No auth TypeScript
Category	Developer Tools	Developer Tools
Language	Python	TypeScript
Transport	stdio (local)	stdio (local)
Auth	None	None
GitHub stars	3.8k	24k
Last commit	7 days ago	13 days ago
Verified
Actively maintained
Install	`pip install codegraphcontext`	`npx -y @playwright/mcp@latest`
Repo	Open	Open

Verdict

Pick CodeGraphContext if you need the broadest set of tools.

Pick Playwright MCP Server if you want the official, vendor-maintained server, and you prefer the more popular, battle-tested option.

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"
      }
    }
  }
}

Add Playwright MCP Server

Install / run

npx -y @playwright/mcp@latest

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

{
  "mcpServers": {
    "playwright-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@playwright/mcp@latest"
      ]
    }
  }
}

FAQ

CodeGraphContext or Playwright MCP Server — which is better?

Pick CodeGraphContext if you need the broadest set of tools. Pick Playwright MCP Server if you want the official, vendor-maintained server, and you prefer the more popular, battle-tested option.

Can I use both CodeGraphContext and Playwright MCP 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 CodeGraphContext and Playwright MCP Server work with Claude, Cursor and Windsurf?

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

View CodeGraphContext →View Playwright MCP Server →More comparisons →