In-depth architectural comparison of the Token Meter and Stape MCP Server 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.
At a Glance & Executive Verdict
Token Meter
Marketing · Local stdio
Quality: 57/100 (Good) | Auth: No auth required
Stape MCP Server
Marketing · Local stdio
Quality: 56/100 (Good) | Auth: No auth required
Verdict Summary: Choose Token Meter if you need specialized Marketing tools running via a local process. Choose Stape MCP Server if your workspace requires Marketing integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
Choose Token Meter when:
You need dedicated capabilities in the Marketing domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Freemium).
You need dedicated capabilities in the Marketing domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: Supports Stape API access via MCP protocol, Configurable authorization using API keys, EU region endpoint support with custom headers.
Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost, per-MCP/per-tool breakdown, hourly distribution, and session drill-down — your data never leaves your machine.
This project implements an MCP (Model Context Protocol) server for the Stape platform. It allows interaction with the Stape API using AI assistants like Claude or AI-powered IDEs like Cursor.
Category & Scope
Tools & Capabilities Breakdown
Token Meter Tools (4)
usage_summary
Daily table of token counts, USD-equivalent cost, and call counts — broken down by day and model
recent_sessions
Latest sessions with paste-ready `claude --resume` / `codex resume` commands
session_tools
Per-tool breakdown inside a session: call count, total tokens, average latency, response size
refresh_data
Re-scans your local JSONL logs for new activity, then returns a fresh summary
Stape MCP Server Tools (5)
Supports Stape API access via MCP protocol
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).
Token Meter is categorized under Marketing and uses a local stdio subprocess. In contrast, Stape MCP Server belongs to Marketing using local stdio subprocess. Select Token Meter when you need capabilities focused on marketing and Stape MCP Server when you require tools for marketing.