LLM Usage & Cost Tracker

Item: LLM Usage & Cost Tracker
Rating: 69
Author: M8ven

A local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. Captures every call into a local SQLite ledger and lets any coding agent query spend, compare providers, and get recommendations — no cloud, no account. First-class support for Chinese providers (Qwen, DeepSeek) alongside Anthropic and OpenAI.

→ zhaoyue722/llm-usage-mcp · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configNO_COLOR— color {auto,always,never} honors and TTY detection. The palette is a warm, low-contrast dark theme — easy on the eyes at 11pm.

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/zhaoyue722-llm-usage-mcp-1n4osa)](https://m8ven.ai/mcp/zhaoyue722-llm-usage-mcp-1n4osa)

commit: fee920b2bfcf0214f12e2c34d0a691e77b8700a1

code hash: ef3abc00afb5c70ed296e2ad4c4bcedb8a2ffe665a94bcf6a4506203534d1a5d

verified: 7/9/2026, 10:01:17 AM

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