A local mission control for your AI coding agents: watch the whole fleet, then act (open source)

Reddit r/AI_Agents Tools

Summary

agentglass is an open-source local dashboard that provides real-time monitoring, cost tracking, and fleet management for multiple AI coding agents like Claude Code, Codex, and Gemini.

I run several coding agents at once (mostly Claude Code, some Codex and Gemini) across a few projects, and I kept losing the thread. Which one is stuck? What is this costing me? What is waiting on my approval? I was juggling terminal tabs and guessing. So I built agentglass: a local dashboard and workspace that watches every agent on your machine in real time. What it does: - Live fleet view: every agent, tool call, token and dollar as it happens, with cost per model and real tool latency (p50/p95). SQLite backed, so history survives reloads and restarts, not a stream you lose on refresh. - Answers, not just charts: a "what needs you" center surfaces stuck sessions, cost spikes and anything waiting on approval, so you are not reading graphs to find the problem. - Optional approve/deny gate: a hook can hold a risky tool call until you decide from any device. Off by default, and it fails open so it never blocks your agents by accident. - Any provider: Claude Code via hooks, or anything that speaks OpenTelemetry. One command wires up Gemini CLI and Codex CLI; Bedrock, LangChain and LiteLLM work via their OTLP exporters. Provider is auto-detected, and you can filter the whole cockpit by it. - Not just a viewer: a workspace lives in the same window. A diff viewer for what the fleet changed, a git panel (stage, hunk-stage, commit, push), a docker panel, a real PTY terminal, and a chat that drives local Claude sessions. Each one keystroke away. Install: download an installer for Linux (.deb), macOS (Intel and Apple Silicon .dmg) or Windows (.msi/.exe), no build needed (the builds are unsigned, so right-click Open on macOS, Run anyway on Windows), or run from source. The dashboard is browser based so it works on any OS. It binds to localhost with no auth by default (single-user machine), so read the security section before you expose it. Full transparency, since this is r/AI_Agents: I had the idea and made every call on what it should be, Claude wrote a lot of the code, and a handful of contributors have been fixing and porting it since. That mix is kind of the whole point. Repo, downloads and a no-signup live demo are in the first comment... What would you rip out, or what is missing for your setup? That is the feedback I am after.
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Crew44 is a local-first orchestrator that turns coding agents like Claude Code and Codex into a coordinated team of specialists, each bound to its best model, with persistent memory and skill accumulation across sessions. It runs entirely on your machine with no cloud dependence and is free under MIT license.