@sitinme: AI coding tools are finally becoming interoperable. Previously, Claude Code, Codex, Cursor, and Gemini CLI each operated in their own silos—choosing a tool essentially locked you into that client. Now with ACP (Agent Client Protocol), it's somewhat like AI...
Summary
The ACP (Agent Client Protocol) unifies the communication method between editors and AI agents, enabling AI coding tools like Claude Code, Codex, Cursor, and Gemini CLI to work together collaboratively, marking the transition of AI programming from standalone tools to an interconnected workflow phase.
View Cached Full Text
Cached at: 05/22/26, 09:58 PM
AI programming tools are finally starting to interoperate.
Previously, Claude Code, Codex, Cursor, and Gemini CLI each operated independently—using one tool essentially locked you into that client.
Now there’s ACP (Agent Client Protocol), which is somewhat like LSP for the AI coding era: it unifies the communication method between editors and AI Agents.
In the future, in theory, you could use Claude Code inside Zed, run Gemini CLI inside VS Code, and have different Agents collaborate—one writing code, one reviewing, one running tests.
Simply put, ACP solves:
How the editor connects to the Agent.
MCP solves:
How the Agent connects to external tools and data.
This means AI programming tools are transitioning from “single-point tools” into the “Agent-interconnected workflow” phase.
Similar Articles
@NFTCPS: Multiple AI agents working together? Finally someone pulled it off with the most down-to-earth approach. squad, a command-line tool written in Rust, lets Claude Code, Gemini CLI, Codex, and OpenCode — these CLI agents — sit at the same table and collaborate.…
squad is a command-line tool written in Rust that enables collaboration among multiple AI CLI agents (such as Claude Code, Gemini CLI, etc.) via shell commands and an SQLite database, without requiring a background daemon.
@justloveabit: With This Open-Source Tool, I Got a Team of AIs to Work for Me. Here's the deal: I've been tinkering with various AI agents lately. Multiple Claude Code windows open, Codex running, occasionally using Cursor. The result? Total chaos—I had no idea what each agent was doing or how much it was costing. Restar…
This article introduces Paperclip, an open-source tool designed to centrally manage and orchestrate multiple AI agents. By simulating a corporate organizational structure, task assignment, and budget control, it addresses key pain points in multi-agent collaboration, such as lost context, unpredictable costs, and chaotic scheduling.
@dabit3: ACP is amazing. Build with every agent from a single pane of glass: Codex Claude OpenCode Devin Gemini plus ~40 other a…
ACP provides a unified interface to access multiple AI agents including Codex, Claude, OpenCode, Devin, and Gemini, along with ~40 others, from a single app.
@geekbb: A macOS terminal designed for AI coding, integrating workspace management, split-screen, and AI agent startup workflows. Supports horizontal and vertical split screens, one-click launch of seven AI agents like Claude Code, Codex, Gemini CLI, and more. Right-click selected content to directly submit to...
kooky is a macOS terminal designed for AI coding, integrating workspace management, split-screen, and AI agent startup workflows. It supports one-click launch of multiple AI agents and right-click content submission.
@itsharmanjot: FOUR AI CLIs ARE NOW TALKING TO EACH OTHER THROUGH A SINGLE SQLITE FILE. Claude Code. Gemini CLI. Codex CLI. OpenCode. …
Squad is an open-source Rust tool that lets four major AI CLIs (Claude Code, Gemini CLI, Codex CLI, OpenCode) collaborate on the same codebase through a single SQLite file, with no daemon or server required.