JCodemunch MCP vs Token Meter

In-depth architectural comparison of the JCodemunch MCP and Token Meter 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 JCodemunch MCP when:

• You need dedicated capabilities in the Finance & Fintech domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore JCodemunch MCP Details

T

Choose Token Meter when:

• You need dedicated capabilities in the Finance & Fintech domain.
• You prefer local stdio subprocess transport architecture.
• Your security boundary fits: No auth required (Free / Open Source).

Explore Token Meter Details

Feature & Specification Comparison

Specification	JCodemunch MCP Finance & Fintech	T Token Meter Finance & Fintech
Summary	Token-efficient code exploration via tree-sitter AST parsing. 70+ languages, 95%+ token savings.	Local-first dashboard + MCP for Claude Code and Codex token usage with per-MCP breakdown.
Category & Scope	Finance & Fintech	Finance & Fintech
Quality signal

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": {
    "jcodemunch-mcp": {
      "command": "uvx",
      "args": [
        "jcodemunch-mcp"
      ]
    }
  }
}

{
  "mcpServers": {
    "token-meter": {
      "command": "npx",
      "args": [
        "-y",
        "token-meter"
      ]
    }
  }
}

Related MCP Server Comparisons