producthunt · Developer Tools/Artificial Intelligence/Security · 09-11 07:01 48 分 ← 返回列表

chat-recall — Ctrl+F for every conversation you've had with an AI

Your team has done months of work with AI assistants. Claude Code, Codex, Cursor and OpenCode each keep a full record of it, in its own format, and none can read the others. One command reads what they wrote and turns it into one searchable history. Passwords come out before anything leaves your computer. Your assistant searches it itself, so it stops asking what you decided last month. It also finds keys that leaked into old chats, and checks which still work.

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付费意愿

需求真实度

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竞争空间

新鲜度

AI 分析

痛点：多款 AI 编程助手（Claude Code、Codex、Cursor、OpenCode）各自以私有格式保存对话历史，互不兼容，团队无法统一检索历史决策，也无法发现散落在旧对话里的密钥泄露。

目标用户：同时使用多个 AI 编程助手的开发者，以及需要审计 AI 使用记录的工程团队/安全团队。

证据：Your team has done months of work with AI assistants. Claude Code, Codex, Cursor and OpenCode each keep a full record of it, in its own format, and none can read the others. ... It also finds keys that leaked into old chats, and checks which still work.

变现：CLI 开源引流，团队版按席位订阅（团队共享检索、密钥泄露审计报告、SSO、审计日志）；也可对企业做一次性安全扫描服务。

MVP：两周内做一个本地 CLI：解析各工具的历史文件（JSONL/SQLite/Markdown），统一索引进 SQLite FTS5，提供 search 命令、一个 MCP server 让助手自助查询，以及正则+熵值扫描密钥并输出可导出报告。全部本地处理，不上传数据。

摘要：Product Hunt 上线的新工具 chat-recall，把 Claude Code、Codex、Cursor、OpenCode 的本地对话历史统一成可搜索索引，并提供 MCP 供助手自查历史，同时扫描旧对话中泄露的密钥。帖子目前 0 票，没有任何收入或付费意愿证据，痛点真实但需求尚未被验证。技术上是一个纯本地 CLI/索引工具，独立开发者可在两周内复刻或做出差异化版本。