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Multi-agent orchestrator for OpenClaw. Manages coding agents (Codex, Claude, Gemini, OpenCode) via Agent Client Protocol (ACP) with parallel tasks, dependency chains, and diagnostics.

16
0
100% credibility
Found Feb 21, 2026 at 14 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
JavaScript
AI Summary

ACP Bridge coordinates multiple AI coding agents from platforms like OpenClaw, providing a simple way to start them, send tasks, manage permissions, and run multi-agent workflows via a local web service.

How It Works

1
πŸ” Discover the Bridge

You hear about a handy tool that lets multiple smart coding helpers work together smoothly without messy hacks.

2
βš™οΈ Set it up quickly

You install the tool and start its background helper with a simple command, like flipping a switch.

3
πŸš€ Launch your helpers

You wake up your favorite AI coding buddies, like Claude or Gemini, giving each a name and project folder.

4
πŸ’¬ Ask for coding magic

You tell one helper to refactor your code or fix a bug, and watch it think and suggest changes in real time.

5
Handle approvals
πŸ‘
Approve

You give the go-ahead, and it makes the changes perfectly.

πŸ‘Ž
Deny

You skip it, and it tries another way without fuss.

6
πŸ”— Team up for big jobs

You create a plan where helpers work together on tasks, like one scans code while another writes tests.

πŸŽ‰ Project shines

Your code is refactored, tested, and ready, all thanks to your coordinated AI team working like pros.

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AI-Generated Review

What is acp-bridge?

ACP Bridge is a JavaScript daemon that orchestrates multiple AI coding agents like OpenCode, Codex CLI, Claude CLI, and Gemini CLI through the Agent Client Protocol over stdio, exposing a clean HTTP API on localhost:7800. It lets you spawn agents via CLI (`acp-bridge start claude --name my-agent`), send prompts (`acp-bridge ask my-agent "refactor auth"`), manage permissions, and run parallel tasks or dependency chains (`acp-bridge task create '{"subtasks":[...]}'` with `{{dep.result}}` templating). Ditch tmux polling hacks for reliable multi-agent coordination with diagnostics like `acp-bridge doctor`.

Why is it gaining traction?

Unlike heavyweight multi-agent orchestration frameworks like LangGraph or Azure setups, this acp bridge delivers instant CLI-driven parallelism across Claude multi-agent GitHub flows or Gemini/Codex chains without token-wasting terminal scrapes. The hook: built-in `/doctor` and `/diagnose` endpoints catch API key fails, endpoint outages, or protocol mismatches upfront, plus task graphs for real workflows like "scan then patch then verify." It's a lean multi agent orchestrator GitHub alternative to Copilot or Ollama hacks.

Who should use this?

OpenClaw users dispatching coding subtasks to specialized agents. Devs building multi-agent GitHub code pipelines, like parallel bug hunts with Claude and Gemini, or dependency-based refactors chaining Codex analysis to OpenCode fixes. Teams prototyping agent teams without Bedrock/AWS overhead.

Verdict

Worth npm install -g for ACP-heavy workflowsβ€”CLI and API just work for multi-agent orchestration. At 13 stars and 1.0% credibility, it's pre-production raw but README covers installs, configs, and errors deeply; fork and harden for scale.

(198 words)

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