session-coord-mcp

session-coord-mcp

A local-first MCP server for coordinating parallel AI coding sessions with tools like Claude Code and Codex in a single repository.

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session-coord-mcp

CI License GitHub Repo

A local-first MCP server for coordinating parallel Claude Code, Codex, and other MCP client sessions in one repository.

一个面向并发编码场景的 local-first MCP Server,用来协调多个 Claude Code、Codex 或其他 MCP 客户端在同一代码仓库中的并行开发。

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Highlights

  • Local-first coordination state with SQLite
  • Team-aware and session-aware AI coding workflow
  • Task claiming, path claiming, update feed, and Git scope validation
  • One-click repository bootstrap for Claude Code and Codex

安全边界

本项目默认只在本地运行,不额外引入自己的云端中转层。
但这不等于“绝对不会泄露”:如果本机被攻击、安装了不可信插件,或宿主 AI 工具本身连接远程模型服务,仍然存在数据泄露风险。

Repository

https://github.com/LingFeng-Vels/session-coord-mcp

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