forge-orchestrator

概述

Forge Orchestrator 是一个复杂的 MCP 服务器，旨在协调多个 AI 编程工具在共享仓库中的工作。它解决了多个 AI 工具在同一代码库中工作而无共享状态的问题，提供文件锁定以防止冲突、知识捕获以维护跨会话的决策上下文，以及漂移检测以确保工作与规范保持一致。服务器通过 MCP stdio 协议暴露 11 个工具，使其与任何连接的 AI 客户端兼容。使用 Rust 构建为单二进制文件，无运行时依赖，既适用于交互式仪表板使用，也适用于无头自主执行。

试试问 AI

装完之后，这里有 6 个你可以让 AI 做的事：

• init

  Initialize Forge in a project with state, event log, and knowledge base

  试试:Initialize Forge in my current project directory试试:Set up a new Forge workspace
• plan_generate

  Generate task plan from specifications by decomposing into dependency-aware tasks

  试试:Generate tasks from my README试试:Create a task plan from my project specification
• dashboard

  Launch the TUI dashboard with live tool panes and task status

  试试:Show me the Forge dashboard试试:Launch the interactive agent dashboard
• run

  Execute tasks headlessly in autonomous mode for CI/CD pipelines

  试试:Run all planned tasks automatically试试:Execute tasks in headless mode
• status

  Show current state summary including task assignments and dependencies

  试试:What's the current task status试试:Show me the project health summary
• verify

  Run automated acceptance tests on the project

  试试:Run verification tests on my tasks试试:Check if all tasks are completed correctly
• uat

  Run interactive user acceptance tests

  试试:Run interactive acceptance tests试试:Test the implemented features manually
• ship

  Release ceremony with changelog generation, archiving, and tagging

  试试:Prepare a release of my project试试:Generate changelog and tag the release
• config_brain

  Configure the AI brain with openai API key or rule-based approach

  试试:Configure OpenAI as the AI brain试试:Set up rule-based AI configuration
• drift_detection

  Compare in-progress work against specifications to detect divergence

  试试:Check if my implementation matches the specifications试试:Detect any drift from the original plan
• file_locking

  Acquire or release exclusive file locks to prevent conflicting edits

  试试:Lock a file to prevent other tools from editing it试试:Check which files are currently locked

说明：Tool names inferred from CLI commands in the README. While it mentions there are 11 MCP tools, the exact MCP API signatures and tool names aren't explicitly documented, only the CLI commands. Tools like 'drift_detection' and 'file_locking'

可对比工具

安装

curl -fsSL https://forge.nxtg.ai/install.sh | sh
forge init

{
  "mcpServers": {
    "forge": {
      "command": "forge",
      "args": ["mcp"]
    }
  }
}

git clone https://github.com/nxtg-ai/forge-orchestrator
cargo build --release

FAQ

Forge Orchestrator 支持哪些 AI 工具？

它支持 Claude Code（通过 MCP stdio）、Codex CLI 和 Gemini CLI（通过文件系统）。每个工具适配器都读取自己的配置格式，不需要特定的配置语言。

文件锁定如何工作？

当工具开始编辑文件时，Forge 会在 .forge/locks/ 中获取独占锁。请求同一文件的其他工具会被排队并收到通知。系统包含崩溃工具的超时机制和死锁检测，有 378 个测试用例覆盖并发访问场景。

什么是知识飞轮？

知识飞轮在 .forge/knowledge/ 中捕获所有工具会话中的决策、模式和经验。条目会被自动分类并可跨工具和会话搜索。此上下文会被保留供将来使用，使新会话能够从累积的知识而非从零开始。

Hacker News 讨论

开发者社区最近的相关讨论。

• Show HN: Forge – 3MB Rust binary that coordinates multi-AI coding agents via MCP▲ 1💬 1
  帖子 by vipdestiny · 2026-02-09

forge-orchestrator 对比