Codegraphcontext vs Bernstein

In-depth architectural comparison of the Codegraphcontext and Bernstein MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

Which MCP Server Should You Choose?

Choose Codegraphcontext when:

• You need dedicated capabilities in the Coding Agents domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: Code indexing into a knowledge graph, MCP access for AI assistants, CLI-based repository analysis.

Explore Codegraphcontext Details

Choose Bernstein when:

• You need dedicated capabilities in the Coding Agents domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).
• Primary tools included: Deterministic Python-based scheduling, 40+ CLI agent adapters, Git worktree isolation.

Feature & Specification Comparison

Specification	Codegraphcontext shashankss1205 Coding Agents	Bernstein sipyourdrink-ltd Coding Agents
Summary	An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.	Deterministic multi-agent orchestrator for 37 CLI coding agents (Claude Code, Codex, Cursor, Aider, Gemini CLI, GitHub Copilot CLI, OpenHands, OpenCode, Goose, Qwen, Ollama, and more). MCP server mode (stdio + HTTP/SSE) exposes the orchestrator to any MCP client. Git worktree isolation per agent, HMAC-chained audit trail, cost-aware model routing via contextual bandit. Apache 2.0.
Category & Scope

Tools & Capabilities Breakdown

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

{
  "mcpServers": {
    "shashankss1205-codegraphcontext": {
      "command": "uvx",
      "args": [
        "kuzu"
      ]
    }
  }
}

{
  "mcpServers": {
    "sipyourdrink-ltd-bernstein": {
      "command": "uvx",
      "args": [
        "sipyourdrink-ltd-bernstein"
      ]
    }
  }
}

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