BloodHound-MCP-AI vs codebase-memory-mcp

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

	BloodHound-MCP-AI Analyze BloodHound Active Directory attack paths with natural language via 75+ Cypher-backed MCP tools. Unverified stdio (local) No auth Stale Python	codebase-memory-mcp Code intelligence engine that indexes repos into a persistent knowledge graph for AI coding agents. Unverified stdio (local) No auth C
Category	Developer Tools	Developer Tools
Language	Python	C
Transport	stdio (local)	stdio (local)
Auth	None	None
GitHub stars	363	16k
Last commit	1 year ago	12 hours ago
Verified
Actively maintained
Install	`git clone https://github.com/MorDavid/BloodHound-MCP-AI.git && pip install -r requirements.txt`	`curl -fsSL https://raw.githubusercontent.com/DeusData/codebase-memory-mcp/main/install.sh \| bash`
Repo	Open	Open

Verdict

Pick BloodHound-MCP-AI if you prefer its approach (analyze bloodhound active directory attack paths with natural language via 75+ cypher-backed mcp tools).

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

Add BloodHound-MCP-AI

Install / run

git clone https://github.com/MorDavid/BloodHound-MCP-AI.git && pip install -r requirements.txt

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

{
  "mcpServers": {
    "bloodhound-mcp-ai": {
      "command": "python",
      "args": [
        "<Your_Path>\\BloodHound-MCP.py"
      ],
      "env": {
        "BLOODHOUND_URI": "bolt://localhost:7687",
        "BLOODHOUND_USERNAME": "neo4j",
        "BLOODHOUND_PASSWORD": "bloodhoundcommunityedition"
      }
    }
  }
}

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": []
    }
  }
}

FAQ

BloodHound-MCP-AI or codebase-memory-mcp — which is better?

Pick BloodHound-MCP-AI if you prefer its approach (analyze bloodhound active directory attack paths with natural language via 75+ cypher-backed mcp tools). Pick codebase-memory-mcp if you prefer the more popular, battle-tested option, and you need the broadest set of tools.

Can I use both BloodHound-MCP-AI and codebase-memory-mcp?

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 BloodHound-MCP-AI and codebase-memory-mcp work with Claude, Cursor and Windsurf?

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

View BloodHound-MCP-AI →View codebase-memory-mcp →More comparisons →