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Claude Token Analyzer MCP Server

@li195111

代码仓库

基本信息

分类

AI 与智能体

传输方式

stdio

作者

li195111

提交者

Yue Li

关于 Claude Token Analyzer MCP Server

Diagnoses token waste in Claude Code sessions. Detects 6 types of statistical anomalies with severity scoring. Fully local — parses ~/.claude JSONL files into SQLite, nothing leaves your machine. Plugin-native: one command install, then just ask "cta".

#claude-code#token-analysis#cost-analysis#mcp#plugin#rust#anomaly-detection

Claude Token Analyzer MCP Server 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "claude-token-analyzer": {
      "command": "cta-mcp-server",
      "args": []
    }
  }
}

Claude Token Analyzer MCP Server 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Claude Token Analyzer?

Claude Token Analyzer diagnoses token waste in Claude Code sessions by detecting six types of statistical anomalies with severity scoring. It parses local JSONL files from ~/.claude into a SQLite database and keeps all data on the user's machine.

How to use Claude Token Analyzer?

Install with claude plugin install claude-token-analyzer, then interact via natural language through Claude Code (e.g., "Scan my sessions for anomalies"). Provided MCP tools include sync_db, anomaly_scan, cost_report, trend_report, analyze_session, analyze_project, and analyze_global.

Key features of Claude Token Analyzer

  • 6 anomaly types: token explosion, low cache hit, cost inefficient, extended session, repetitive errors, unusual model distribution
  • Cost audit: per-project and per-model cost breakdown with trend analysis
  • Fully local: data never leaves the machine
  • Plugin-native: single-command install with natural language interface

Use cases of Claude Token Analyzer

  • Diagnosing token waste in Claude Code sessions
  • Monitoring and controlling costs by project or model
  • Analyzing daily, weekly, or monthly usage trends

常见问题

1

How do I install Claude Token Analyzer?

Run `claude plugin install claude-token-analyzer` in your terminal.

2

What data does Claude Token Analyzer use?

It reads session logs from `~/.claude` JSONL files and stores them in a local SQLite database.

3

Does Claude Token Analyzer send data externally?

No, it is fully local — nothing leaves your machine.

4

What anomalies can it detect?

Six types: token explosion, low cache hit ratio, cost inefficiency, extended session duration, repetitive errors, and unusual model distribution.

5

How do I interact with Claude Token Analyzer?

Use natural language commands through Claude Code, for example "Scan my sessions for anomalies" or "How much did I spend this month?".

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