S
Session Coord MCP
🚀 Local-first MCP server for multi-session AI coding coordination, task claiming, and conflict-aware parallel development.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。
Created 4/6/2026
Updated about 8 hours ago
README
Repository documentation and setup instructions
session-coord-mcp
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。
Languages
Quick Links
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
Quick Setup
Installation guide for this server
Install Package (if required)
npx @modelcontextprotocol/server-session-coord-mcp
Cursor configuration (mcp.json)
{
"mcpServers": {
"lingfeng-vels-session-coord-mcp": {
"command": "npx",
"args": [
"lingfeng-vels-session-coord-mcp"
]
}
}
}