Dev.to Machine Learning3h ago|Products & ServicesTutorials & How-To

CC-Lens: An Open-Source Dashboard for Analyzing Claude Code Usage

CC-Lens is an open-source dashboard that provides real-time analytics on your Claude Code usage, including token costs, project activity, and tool efficiency. It runs locally without any cloud services or telemetry.

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Why it matters

CC-Lens provides valuable insights to help developers reduce token costs and improve their overall Claude Code usage efficiency.

Key Points

  • 1CC-Lens is a local analytics dashboard for Claude Code that requires no installation
  • 2It parses data from various local files to provide insights on token usage, project performance, and tool utilization
  • 3Key dashboards include Cost, Projects, Tools, and Session Replay to help optimize Claude Code workflows
  • 4The tool follows a broader trend in the Claude Code ecosystem of prioritizing developer control and privacy

Details

CC-Lens is an open-source dashboard that provides real-time, local analytics on your Claude Code usage. It reads directly from your ~/.claude/ directory, requiring no cloud services or telemetry. The dashboard offers several views to help developers better understand and optimize their Claude Code workflows. The Cost dashboard shows token spending by model and cache efficiency, the Projects dashboard tracks session counts and costs per project, and the Tools dashboard ranks the usage of various Claude Code features. The Session Replay feature allows users to debug high-token-consumption tasks by viewing a detailed timeline of each session. CC-Lens is part of a broader trend in the Claude Code ecosystem of prioritizing developer control and privacy, as seen with other local tools like Ollama and MCP server debugging.

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