Project Mesh
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Built on OpenClaw

Your AI agents. Now intelligent.

Mesh is the brain layer on top of OpenClaw. Orchestrate workflows, surface insights, detect signals, and let your agents act autonomously — so your team doesn't have to.

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app.projectmesh.io/acme/fleet

pm-agent

building · spec #88

health 98 · 41k tokens today

support-agent

idle

last reply 4m ago · WhatsApp

signals

competitor pricing changed

routed to pm-agent · 2m ago

cost

$12.40 today

budget $30 · 2 recommendations

Channels

  • WhatsApp
  • Discord
  • Telegram
  • email
  • GitHub

Intelligence, not just infrastructure

It gives your agents a brain.

Mesh goes beyond managing gateways: routing work automatically, watching for signals, and learning from every decision.

Spec state machine

Every piece of work has a lifecycle: draft → approved → building → review → done. Approve a spec and the right agent picks it up; progress is tracked in real time and completions notify without anyone chasing.

Agent orchestration

A visual overview of every agent in your fleet: live status, active tasks, token usage, last activity, health score. Spot idle agents, overloaded agents and cost outliers at a glance.

Runbook engine

Define what agents do without being asked. A CI build fails: auto-assign a fix. A support message goes unanswered for ten minutes: escalate. A competitor changes pricing: alert the PM agent.

Proactive signal detection

Connect GitHub repos, email inboxes, market feeds and competitor pages. Mesh monitors them continuously and surfaces actionable signals to the right agent — before you notice.

Cost analytics

Per-agent, per-task cost tracking with budget alerts and model optimisation recommendations. Know exactly what your fleet costs and where to cut.

Fleet memory

Decisions, outcomes and context shared across agents, so the fleet learns as one and nobody solves the same problem twice.

How it goes

Under five minutes to a working fleet.

  1. 01

    Create a workspace

    Sign up, name the workspace, invite the team with roles.

  2. 02

    Connect your gateway

    Point Mesh at your self-hosted OpenClaw instance, typically behind Tailscale. Your keys and conversations stay on your infrastructure.

  3. 03

    Give the agents work

    Write a spec, approve it, watch an agent pick it up — and let runbooks handle the rest.

Questions

Frequently asked.

Do I need to host my own OpenClaw?
Yes. Project Mesh is a control plane that connects to your self-hosted OpenClaw gateways. You run the gateway on your own machine (typically behind Tailscale); Mesh is the management layer on top.
What LLM providers are supported?
Any provider OpenClaw supports. You bring your own API keys: OpenAI, Anthropic, Google, Mistral, local models, or whatever your gateway is configured for.
Is my data private?
Yes. Your conversations, agent configurations and API keys stay on your own infrastructure. Mesh connects to your gateway; it does not store your data.

Give the fleet a brain.

Start free: one workspace, three agents, portal access.

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