Observe
Connect supported sources, group real operations into projects and tasks, and disclose gaps when a tool or model is not instrumented.
What did your agents do, where did time and tokens go, and what should change? Local Commander is building evidence-based performance intelligence for your own projects and workflows.
Windows/MCP execution available · Agent Intelligence: in development
AI AGENT INTELLIGENCE · PRODUCT VISION
Illustrative future workflow only. No real customer traces, model costs or verified savings are shown.
Unconnected apps and unreported model usage must remain unknown, not zero.
Source-aware task profiling and the AI Analyst are planned capabilities. Current workspace statistics do not yet measure complete agent or provider-model activity.
Connect supported sources, group real operations into projects and tasks, and disclose gaps when a tool or model is not instrumented.
Ask the Analyst about time, repeated work and costs. Answers should cite measured events, not generic benchmarks or guesses.
Review suggested workflow or documentation changes and compare quality, time and verified expense before and after.
Same controls on both plans.
One accepted execution = one unit.
Enough to know whether you need it.
For people who keep using it.
A batch of three accepted commands counts as three executions. Checking status and stopping existing work remain available at your limit.
*Actual safe concurrency also depends on your computer and resource conflicts.
Know what is observed, what is estimated, and what is still unknown.
No. Only actions reported by a supported, authorized source can be analyzed. Calls to Gmail, Canva or other tools outside those integrations are not automatically visible. Missing usage is shown as unavailable, not zero.
Not yet. Project-level task classification, model comparisons and the conversational AI Analyst are planned. The current product offers approved Windows/MCP execution and its existing activity and usage views.
You approve workspaces and capabilities. Local commands are powerful; folder controls are not a complete operating-system sandbox.
Use Windows 11 x64, Node.js 20 or later, and a terminal for the setup command. No Docker, WSL, Git checkout or development server is required. Tools used by your projects, such as Git or Python, must be installed separately.
Use your AI to request cancellation of its work, or stop the local agent from that computer. The cabinet can remove account access. Cancellation or access removal is not proof that every running process has already stopped.
Your computers and activity, in one place.
Latest 10 requests across your workspace.
Manage approved computers and inspect open AI sessions. A session is not the identity or number of independent AI agents.
Execution accounting is available when loaded. Provider model tokens, task quality and dollar savings need separate verified telemetry.
Current usage counts Local Commander executions, not model requests or tokens. Complete agent, model and project reporting requires supported observation sources.
Local output-byte reduction is not a provider invoice. Missing telemetry is unknown, never zero savings.Coverage: current account execution allowance, not all AI-client activity. Historical model usage and activity from unrelated tools are unavailable until authorized source adapters are connected.
Understand what your agents did on your projects, which work was repeated, and which changes actually improve outcomes.
Local Commander records authorized MCP operations and execution states. It does not automatically see model inference tokens, private conversations or third-party tools such as Canva and Gmail.
Inspect recorded activityTask-level evidence, multi-tool workflow classification, quality-aware model comparisons and reviewable optimization recommendations. These features are not yet active in this cabinet.
Inspect current statisticsNo AI analyst response is generated on this page. Missing sources, costs or agent identities must remain unknown rather than appearing as zero.
Requests across your account. Each request may contain several executions.