GitHub
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
作者提供的说明(英文原文)
Let one coding-agent CLI consult another: Codex, Claude Code, OpenCode, Copilot or Antigravity.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
ORCHESTRATOR_HOST_RUNTIME, ORCHESTRATOR_CONFIG你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"orchestrator": {
"command": "uvx",
"args": [
"orchestrator-mcp-server"
],
"env": {
"ORCHESTRATOR_HOST_RUNTIME": "your-value",
"ORCHESTRATOR_CONFIG": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add orchestrator --env ORCHESTRATOR_HOST_RUNTIME=your-value --env ORCHESTRATOR_CONFIG=your-value -- uvx orchestrator-mcp-server运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"orchestrator": {
"command": "uvx",
"args": [
"orchestrator-mcp-server"
],
"env": {
"ORCHESTRATOR_HOST_RUNTIME": "your-value",
"ORCHESTRATOR_CONFIG": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"orchestrator": {
"type": "stdio",
"command": "uvx",
"args": [
"orchestrator-mcp-server"
],
"env": {
"ORCHESTRATOR_HOST_RUNTIME": "your-value",
"ORCHESTRATOR_CONFIG": "your-value"
}
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日
注册名称已通过 GitHub 账户 crAK1644 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
你需要填写:ORCHESTRATOR_HOST_RUNTIME, ORCHESTRATOR_CONFIG
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.12.0)于31天前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
同一分类中有:GitHub, Desktop Commander, Cloudflare MCP
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language.
MCP server for terminal commands, file operations, and process management
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
Orchestrator MCP
one agent. second opinion. same terminal.
Make Claude Code ask Codex. Make Codex ask Claude Code.
Use the subscriptions already signed in on your computer.
No provider API keys to configure.
See it · Compare · Install · What you get · Reviews · Workflow · Security · Dashboard
Orchestrator MCP is a local Model Context Protocol server that lets one coding agent consult another. It launches the Codex, Claude Code, OpenCode, GitHub Copilot, or experimental Antigravity CLI already installed and authenticated on your machine, routes the request, and returns a structured answer.
It does not ask for a provider key, proxy provider traffic, or silently switch models. Authentication remains inside each vendor's CLI.
Quick start from Claude Code, with Codex already logged in (other hosts: Install):
uv tool install orchestrator-mcp-server # or pipx, pip, or brew
orchestrator-mcp-server init --host claude # writes ~/.orchestrator-mcp/config.yaml claude mcp add orchestrator \ --env ORCHESTRATOR_CONFIG=$HOME/.orchestrator-mcp/config.yaml \ --env ORCHESTRATOR_HOST_RUNTIME=claude -- orchestrator-mcp-server
Then ask Claude Code for a second opinion from Codex.
Without Orchestrator With Orchestrator
orchestrator_consult.consultation_id for follow-ups.The conversation stays connected from the same client.
Same subscriptions. Less context shuffling.
Claude Code host ──► Orchestrator MCP ──► Codex CLI
Codex host ──► Orchestrator MCP ──► Claude Code CLI Any host ──► Orchestrator MCP ──► OpenCode CLI (DeepSeek, Qwen, Kimi…) Any host ──► Orchestrator MCP ──► GitHub Copilot CLI Any host ──► Orchestrator MCP ──► Antigravity CLI (experimental)
local routing no provider API keys no same-execution-identity loops
Ordinary orchestrator_consult calls exclude the host's entire runtime: Claude Code cannot use that tool to consult Claude Code, and Codex cannot use it to consult Codex. Reviews and workflows use the narrower (runtime, model) execution identity; when consult.host.model names the host precisely, they may route to a provably different, versioned model on the same runtime. The host can never route work back to its own execution identity.
If Claude Code asking Codex is all you need, OpenAI's codex-plugin-cc does that, with background jobs. PAL MCP reaches many models through provider API keys. Orchestrator is for the rest:
| Orchestrator MCP | codex-plugin-cc | PAL MCP | |
|---|---|---|---|
| Direction | Either way: Claude Code asks Codex, Codex asks Claude Code, and either asks OpenCode, GitHub Copilot or Antigravity | Claude Code asks Codex | Any MCP host asks API models; clink launches agent CLIs |
| Credentials | Each CLI's own login, no keys | The Codex CLI's login | Provider API keys (OpenRouter, Gemini, OpenAI, …) |
| Review | A panel of reviewers from different vendors, answered in parallel, then one synthesis | Codex review and adversarial review | codereview and multi-model consensus |
| Delegated edits | In a disposable worktree under an OS sandbox; the host applies the diff | /codex:rescue hands the task to Codex | — |
| Record | Every turn in a local database, with cost estimates and a dashboard | Job status and result | Conversation threads across models |
Calls block the turn that makes them, often for minutes. To keep working meanwhile in Claude Code, have a background subagent make the call.
Google's Gemini CLI stopped serving free and Google AI Pro/Ultra accounts on June 18, 2026; Google models are reached here through its successor, Antigravity CLI.
Claude Code: install as a plugin. Needs uv on your PATH, and at least one of Codex, Antigravity, OpenCode or GitHub Copilot installed and logged in (step 1 below). What you consult them about — prompts, diffs, file contents — goes to those providers under your own logins, and the usage is billed to your accounts with them; see the privacy policy and the Security model. In Claude Code:
/plugin marketplace add crAK1644/orchestrator-mcp
/plugin install orchestrator-mcp@orchestrator-mcp /orchestrator-mcp:setup
/orchestrator-mcp:setup writes ~/.orchestrator-mcp/config.yaml from the agent CLIs it finds, then runs doctor on it. It finds Codex, Antigravity and GitHub Copilot; OpenCode goes into the config by hand, from its agent in config.example.yaml. Then reconnect plugin:orchestrator-mcp:orchestrator in /mcp, or restart Claude Code: /reload-plugins keeps the server that started without a config.
If you added the server earlier with claude mcp add orchestrator, remove that entry (claude mcp remove orchestrator -s , with the scope claude mcp get orchestrator shows), or two copies of the server run side by side.
Every other host, and Claude Code without the plugin, installs the server itself:
Homebrew:
brew tap crAK1644/tap
brew install orchestrator-mcp-server
Apple Silicon uses a prebuilt package. Intel macOS and Linux build dependencies from source; use the uvx option if you want a faster, temporary install.
uv, pipx or pip: uv tool install orchestrator-mcp-server, pipx install orchestrator-mcp-server, or pip install orchestrator-mcp-server into a virtualenv. Python 3.11 or newer.
Sign in to each agent you want Orchestrator to use:
codex login
claude auth login
These are the normal Codex and Claude Code login flows. Orchestrator checks readiness, but never reads or stores their credentials.
For OpenCode, sign in once with opencode auth login for whichever provider you plan to consult. Hosted providers only — this server does not run a model on your machine. See the OpenCode runtime section below.
For GitHub Copilot, sign in to the copy of its state that Orchestrator runs it under, not to your own: COPILOT_HOME=$HOME/.orchestrator-mcp/copilot/home copilot login. init prints that command when it writes a Copilot agent, and a consultation that finds it signed out returns it in required_action. It needs a Copilot plan; see the GitHub Copilot runtime section below.
orchestrator-mcp-server init --host claude # or codex: the client you run it under
init finds the Codex, Claude Code, GitHub Copilot and Antigravity CLIs installed here, writes ~/.orchestrator-mcp/config.yaml (mode 0600, never over an existing file; --path picks another), and prints the exact line for step 3. It picks the best reviewer that is not the host. Copilot is scored below the others, so it is the reviewer only when it is the only CLI beside the host, and it comes last under deep_reviewers. Its agent is written on model: auto, the one model every plan serves, so the name cannot go stale, and init prints the sign-in command from step 1. It writes no workflow: block, because only you can choose the directories a workflow may work in, and no OpenCode agent, because its model names change too often for a template; add one by hand from config.example.yaml.
Or write it by hand
consult:
database_path: ~/.orchestrator-mcp/consultations.sqlite3 timeout_s: 180
agents: codex: runtime: codex command: codex model: gpt-5.6-sol priority: 10 web_search: true scores: { coding: 95, research: 90, reasoning: 95, review: 90 }
claude: runtime: claude command: claude model: claude-opus-5-5 priority: 10 web_search: true scores: { coding: 90, research: 95, writing: 95, review: 95 }
The key each agent is filed under is its id -- the name callers pass as target_agent, and the name the dashboard writes into URLs. It has to be lowercase, start with a letter or digit, and use only letters, digits, dots, dashes and underscores, up to 64 characters. Anything else is refused at startup with a message naming the key.
See config.example.yaml for a broader annotated configuration, an OpenCode agent, a GitHub Copilot agent, and an experimental Antigravity example.
init printed this with your paths filled in.
Claude Code
claude mcp add orchestrator \
--env ORCHESTRATOR_CONFIG=$HOME/.orchestrator-mcp/config.yaml \ --env ORCHESTRATOR_HOST_RUNTIME=claude \ -- orchestrator-mcp-server
Codex
Add this to ~/.codex/config.toml:
[mcp_servers.orchestrator]
command = "orchestrator-mcp-server" env = { ORCHESTRATOR_CONFIG = "~/.orchestrator-mcp/config.yaml", ORCHESTRATOR_HOST_RUNTIME = "codex" }
Claude Desktop
Add this to claude_desktop_config.json (Settings → Developer → Edit Config), with the command that which orchestrator-mcp-server prints: Desktop does not read your shell's PATH.
{
"mcpServers": { "orchestrator": { "command": "/opt/homebrew/bin/orchestrator-mcp-server", "env": { "ORCHESTRATOR_CONFIG": "~/.orchestrator-mcp/config.yaml", "ORCHESTRATOR_HOST_RUNTIME": "claude" } } } }
VS Code, Cursor
VS Code reads .vscode/mcp.json in the workspace; Cursor reads ~/.cursor/mcp.json with the same entry under "mcpServers" instead of "servers".
{
"serv
只显示了开头部分;其余内容请在仓库中阅读