codebase-memory-mcp vs LeetCode MCP 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	LeetCode MCP Server Integrate LeetCode problems, solutions, contests, and user data into MCP clients, supporting leetcode.com and leetcode.cn. Unverified stdio (local) API key TypeScript
Category	Developer Tools	Developer Tools
Language	C	TypeScript
Transport	stdio (local)	stdio (local)
Auth	None	API key
GitHub stars	16k	118
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`	`npm install @jinzcdev/leetcode-mcp-server -g`
Repo	Open	Open

Verdict

Pick codebase-memory-mcp if you prefer the more popular, battle-tested option, and you want zero-setup with no API key.

Pick LeetCode MCP Server 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 LeetCode MCP Server

Install / run

npm install @jinzcdev/leetcode-mcp-server -g

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

{
  "mcpServers": {
    "leetcode-mcp-server": {
      "command": "npx",
      "args": [
        "-y",
        "@jinzcdev/leetcode-mcp-server"
      ],
      "env": {
        "LEETCODE_SITE": "global",
        "LEETCODE_SESSION": "<YOUR_LEETCODE_SESSION_COOKIE>"
      }
    }
  }
}

FAQ

codebase-memory-mcp or LeetCode MCP Server — which is better?

Pick codebase-memory-mcp if you prefer the more popular, battle-tested option, and you want zero-setup with no API key. Pick LeetCode MCP Server if you need the broadest set of tools.

Can I use both codebase-memory-mcp and LeetCode 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 codebase-memory-mcp and LeetCode MCP 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 LeetCode MCP Server →More comparisons →