Tokenscope
分析 Claude Code 会话成本与上下文使用情况. Tokenscope is a Model Context Protocol (MCP) server maintained by wartzar-bee. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It is categorized under AI/Analytics, Tool/Claude and Tool/CLI.
这是什么 MCP
此 MCP 服务器为 AI 代理提供分析 Claude Code 会话成本与上下文归属的能力。它追踪输出令牌使用量、缓存重读和缓存写入，以帮助理解在 AI 编码会话期间消耗上下文的主要因素。
如何使用此 MCP
在本地安装并运行 MCP 服务器，然后使用 CLI 配套工具 (@wartzar-bee/tokenscope) 与其交互。该服务器为只读模式并在本地运行，通过分析会话数据来提供成本和上下文使用情况的洞察。
此 MCP 的用途
此 MCP 可用于监控和优化 AI 编码会话的成本，识别上下文中被频繁使用的部分，追踪令牌消耗模式，以及在 Claude Code 开发会话中获得关于缓存效率的洞察。
AIMCP authority
DR and traffic signal for the AIMCP public domain.
Frequently asked questions
What is the Tokenscope MCP server?
Tokenscope is a Model Context Protocol server from wartzar-bee. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.
How do I connect Tokenscope to my AI client?
Add Tokenscope to your MCP client configuration (Claude Desktop, Cursor, or Cline) as a stdio or SSE server, then restart the client so it picks up the new server.
Is Tokenscope free to use?
Tokenscope is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.
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