MCP server that orchestrates Claude Code, Codex, Gemini CLI, and Copilot CLI through a unified stdio interface — ask, compare, verify, and collaborate across multiple AI agents.
⚠️ Archived — This project is no longer actively maintained.
As the AI agent CLI ecosystem has evolved, direct CLI invocation + Skills-based integration has become the more practical and mainstream approach over wrapping agent CLIs behind an MCP server.
The core functionality of this project has been merged into hardened-claude-code as Skills. The same multi-agent orchestration can now be achieved more concisely and maintainably through
CLAUDE.mdconfiguration and Skills.Migration guide:
- Tools like
ask_agent,ask_all,delegate_task→ replaced by Skills in hardened-claude-code (/with,/web-fetch, etc.)- No MCP server setup required — Skills invoke CLIs directly
- Environment variable model config → consolidated into declarative
CLAUDE.mdsettings
Original README below for reference.
An MCP server that orchestrates multiple AI CLI agents — Claude Code, Codex, Gemini CLI, and Gemini CLI — through a unified interface. Delegate tasks, run cross-agent comparisons, and leverage each agent's strengths from any MCP-compatible host.
Some multi-agent tools work by extracting OAuth tokens from other AI services and calling their APIs directly. This approach (used by projects like OpenCode) violates the terms of service of those platforms and can result in account suspension or permanent bans.
all-agents-mcp takes a fundamentally different approach. It invokes each agent's official CLI binary (gemini, codex, gemini, gemini) as a child process — exactly the same way a human would use them in a terminal. No tokens are extracted, no APIs are called behind the scenes, and no authentication is bypassed.
| | all-agents-mcp | OAuth token hijacki
Universal, model-agnostic operating harness for AI agents (Claude, Codex, Gemini, …) — a lean core + work-type profiles assembled by one setup script.
Game-development Agent Skills for AI coding agents: install once and a master router loads the right skill for your engine and task. 66 original, version-pinned skills (plus a master router) in the portable SKILL.md format that runs across Claude Code, Cursor, Codex, Copilot, Gemini CLI and more, for Godot, Unity, Unreal, web and beyond.
A desktop pet for macOS & Windows that monitors your AI coding agents (Claude Code, Codex, Cursor, Gemini...) in real time, and grows as you code, feed it tokens, level it up, climb the leaderboard.
UltraGameStudio - AI coding agent for game development: engine workflows, gameplay code, and asset generation.
The coding agent that answers to you, your model, your machine, your rules.
Stop babysitting local AI agents. Just notifications, approve, and resume your Codex,Pi,Grok, or Claude code sessions anywhere. 0-Intrusion mobile control bridge via Telegram/微信/飞书. No hooks, no skills, no MCP.
Workflows from the Neura Market marketplace related to this Gemini resource