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Codebase Memory

local MCP server

Codebase Memory is a local MCP server: Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens. Install it from npm as codebase-memory-mcp.

Installation

Terminal

claude mcp add codebase-memory-mcp -- npx -y codebase-memory-mcp

Run in your project folder. Add --scope user to use it everywhere.

Claude Desktop, Cursor & other clients

Add to claude_desktop_config.json or .cursor/mcp.json.

{
  "mcpServers": {
    "codebase-memory-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "codebase-memory-mcp"
      ]
    }
  }
}

What you need

  • Runtime: Node.js 18+ (runs with npx) or Python with uv (runs with uvx) or Claude Desktop (one-click .mcpb bundle) or Claude Desktop (one-click .mcpb bundle) or Claude Desktop (one-click .mcpb bundle) or Claude Desktop (one-click .mcpb bundle) or Claude Desktop (one-click .mcpb bundle) or Claude Desktop (one-click .mcpb bundle).
  • MCP client: Claude Code, Codex, Antigravity, Claude Desktop, Cursor or any other client that speaks MCP over stdio.

Summary

Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.

Codebase Memory vs similar servers

ServerStarsTypeAPI keyRuntime
Codebase Memory45KLocalNonpm
trace-mcp182LocalNonpm
Honcho7,369HostedYesNone
Repowise7,071LocalNopypi
TokenSave650LocalNomcpb

Questions

No. The registry entry lists no keys or environment variables.

Node.js 18+ (runs with npx) or Python with uv (runs with uvx) or Claude Desktop (one-click .mcpb bundle) or Claude Desktop (one-click .mcpb bundle) or Claude Desktop (one-click .mcpb bundle) or Claude Desktop (one-click .mcpb bundle) or Claude Desktop (one-click .mcpb bundle) or Claude Desktop (one-click .mcpb bundle), plus an MCP client such as Claude Code, Codex, Claude Desktop or Cursor.

Codebase Memory is a local MCP server distributed as the npm package codebase-memory-mcp.

Run: claude mcp add codebase-memory-mcp -- npx -y codebase-memory-mcp

Run: codex mcp add codebase-memory-mcp -- npx -y codebase-memory-mcp

Similar MCP servers

NameStars
  1. trace-mcpio.github.nikolai-vysotskyi/trace-mcp182
  2. Honchoio.github.plastic-labs/honcho7,369
  3. Repowisedev.repowise/repowise7,071
  4. TokenSaveio.github.aovestdipaperino/tokensave650
  5. beever-atlasio.github.Beever-AI/beever-atlas448
  6. ori-memoryio.github.aayoawoyemi/ori-memory325
  7. Total Agent Memoryio.github.vbcherepanov/total-agent-memory72
  8. NEATio.github.neat-technologies/neat20