hn · Show HN · 10-11 20:42 48 分 ← 返回列表

Show HN: I Cut my Agent Tokens By 50%

原文链接 ↗ ·iohotspot

This started by watching the built-in tool calls in Claude code. We noticed that a LOT of the time was being spent searching for lines of code with regex. This approach makes sense when you are working in an unknown environment, but we all work inside of some codebase structure and tracking. This took us down the rabbit hole of codebase indexing and led to us building Indexio. Indexio was built to eliminate the time and tokens agents waste rediscovering a codebase. Regex calls return lots of dat

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AI 分析

痛点：AI 编程 Agent 反复用正则搜索代码库，浪费大量 token 和等待时间，上下文被无关代码撑爆。

目标用户：使用 Claude Code、Cursor、Cline 等 AI 编程 Agent 的开发者、团队和重度代码库工作者。

证据：we are seeing about 50%-60% reduction in token usage compared to the built-in tools, and near instant lookup times compared to multiple seconds for each regex lookup.

变现：按席位订阅或按 token 节省量收费；开源 CLI + 托管索引/团队分析面板；企业私有化部署。

MVP：两周内做一个 MCP 服务：用 Tree-sitter/SQLite 索引本地仓库，暴露文件、符号、引用查询接口，并在索引缺失时回退 ripgrep；先支持 Claude Code 和 Cursor，给出 token 节省统计。

竞品：Cursor 代码库索引、Aider repo map、Sourcegraph Cody、Continue、Cline、Windsurf、Greptile、Augment Code、各类 MCP code index server

摘要：Show HN 发布 Indexio，用 Rust 单二进制 + MCP 对代码库建索引，声称让 Claude Code 等 Agent 的 token 用量降低 50%-60%，查找从数秒降到近乎即时。但 HN 仅 5 分 4 评论，没有付费或收入证据，且代码库索引赛道竞品密集，适合做轻量差异化 MCP 工具验证付费。