Keyflow

Search Keyflow

Find a shortcut, workflow, MCP server or skill

trace-mcp

local MCP server

trace-mcp is a local MCP server: Code graph MCP: 81 languages, 88 frameworks, 72.7% fewer PR-review tokens, comprehension at parity. Install it from npm as trace-mcp.

Installation

Terminal

claude mcp add trace-mcp -- npx -y trace-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": {
    "trace-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "trace-mcp"
      ]
    }
  }
}

What you need

  • Runtime: Node.js 18+ (runs with npx).
  • MCP client: Claude Code, Codex, Antigravity, Claude Desktop, Cursor or any other client that speaks MCP over stdio.

Summary

Code graph MCP: 81 languages, 88 frameworks, 72.7% fewer PR-review tokens, comprehension at parity

trace-mcp vs similar servers

ServerStarsTypeAPI keyRuntime
trace-mcp182LocalNonpm
Codebase Memory45KLocalNonpm
codegraph102LocalNonpm
Honcho7,369HostedYesNone
TokenSave650LocalNomcpb

Questions

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

Node.js 18+ (runs with npx), plus an MCP client such as Claude Code, Codex, Claude Desktop or Cursor.

trace-mcp is a local MCP server distributed as the npm package trace-mcp.

Run: claude mcp add trace-mcp -- npx -y trace-mcp

Run: codex mcp add trace-mcp -- npx -y trace-mcp

Similar MCP servers

NameStars
  1. Codebase Memoryio.github.DeusData/codebase-memory-mcp45K
  2. codegraphio.github.codegraph-ai/codegraph102
  3. Honchoio.github.plastic-labs/honcho7,369
  4. TokenSaveio.github.aovestdipaperino/tokensave650
  5. mcp-slim-guardio.github.lennney/mcp-slim-guard188
  6. Girderio.github.dhishwasher/girder12
  7. Repowisedev.repowise/repowise7,071
  8. jCodemunch MCPio.github.jgravelle/jcodemunch-mcp2,716