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Session Coord

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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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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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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

from github.com/LingFeng-Vels/session-coord-mcp

Install Session Coord in Claude Desktop, Claude Code & Cursor

Recommended · one command, every IDE
unyly install session-coord-mcp

Installs into Claude Desktop, Claude Code, Cursor & VS Code — handles npx, uvx and build-from-source repos for you.

First time? Get the CLI: curl -fsSL https://unyly.org/install | sh

Or configure manually

Run in your terminal:

claude mcp add session-coord-mcp -- npx -y github:LingFeng-Vels/session-coord-mcp

FAQ

Is Session Coord MCP free?

Yes, Session Coord MCP is free — one-click install via Unyly at no cost.

Does Session Coord need an API key?

No, Session Coord runs without API keys or environment variables.

Is Session Coord hosted or self-hosted?

Self-hosted: the server runs locally on your machine via the install command above.

How do I install Session Coord in Claude Desktop, Claude Code or Cursor?

Open Session Coord on unyly.org, pick your client tab (Claude Desktop, Claude Code, Cursor) and press Install — the config is generated automatically, no JSON editing.

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