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Use OpenClaw With TaskTime Pro: AI Agent Time Tracking and Invoices

OpenClaw agents can use TaskTime Pro through a local skill and MCP bridge, giving freelancers a safer way to connect AI agent workflows to tasks, timers, expenses, invoices, and reports.

Workflow
  • OpenClaw
  • AI agents
  • MCP
  • workflow

OpenClaw is useful when an agent can do more than answer questions. It can follow a procedure, call tools, and work across the systems you already use.

For freelancers, one of the most valuable places to use that pattern is the work admin loop: plan the task, start the timer, do the work, stop the timer, find what has not been billed, and prepare the invoice.

TaskTime Pro has an OpenClaw-compatible skill and local MCP bridge for that workflow. The goal is simple: let an AI agent help with task management, time tracking, expenses, invoices, reports, and navigation without turning your private business records into a remote cloud API.

What the TaskTime Pro OpenClaw skill does

OpenClaw skills are instruction files that teach an agent when and how to use tools. The TaskTime Pro skill tells the agent how to work with the TaskTime Pro local bridge, which tools to use first, which actions need approval, and which storage surfaces must be left alone.

That last part matters.

The agent should not edit browser storage, IndexedDB, Yjs documents, cloud sync files, invoice records, or billing state directly. It should use TaskTime Pro’s MCP tools and let the visible browser app validate the work.

The prepared OpenClaw-compatible TaskTime Pro bundle is @tasktimepro/openclaw. It includes:

  • skills/tasktime/SKILL.md with the agent instructions
  • .mcp.json with a tasktime MCP server entry
  • A bundled bridge launcher for @tasktimepro/agent-bridge
  • References to the TaskTime Pro agent docs and MCP tool catalog

If you are using only the standalone bridge, the standard package is @tasktimepro/agent-bridge and the binary is tasktime-agent-bridge.

How the local agent workflow works

The TaskTime Pro bridge is a same-device MCP stdio server. It does not read your TaskTime data by itself. It forwards supported MCP commands to the running TaskTime Pro browser app after you pair it from Account > Agent Access.

A typical OpenClaw workflow looks like this:

  1. Open TaskTime Pro in the browser.
  2. Enable the TaskTime Pro OpenClaw bundle or standalone skill.
  3. Launch the TaskTime Pro bridge as the tasktime MCP server.
  4. Pair the bridge from Account > Agent Access.
  5. Let the agent call tools/list so it can see the granted scopes.
  6. Ask the agent to inspect first, then update or prepare drafts.

Default scopes cover normal read, write, and navigation work. Billing, export, and email are separate because they can affect client records, files, and communication.

For the exact setup path, start with the OpenClaw integration notes, then review the quickstart and security model.

What OpenClaw can help with in TaskTime Pro

Once paired, an OpenClaw agent can help with the pieces of freelance work that usually fall through the cracks.

For task management, it can list projects, create tasks, update task status, attach planner items, and open the project view for review.

For time tracking, it can inspect active timers, start a timer for a task, pause or resume work, stop the timer into a time entry, and find recent tracked time.

For expenses, it can review expenses, create expenses, manage recurring expense templates, and connect billable costs to the right project.

For invoices, it can find unbilled time, preview what would go into an invoice, create an invoice draft, and open the invoice screen for review.

For reports, it can open report views, summarize work, and prepare export actions when the required scopes and approvals are present.

That makes TaskTime Pro a practical AI agent task manager for freelancers because the agent is working against real project, timer, invoice, and report data instead of a pasted summary.

A good OpenClaw prompt for TaskTime Pro

Use prompts that make the boundary clear:

Use TaskTime Pro to review my active client projects.
Find the next task I should work on, check whether a timer is already running,
and start a timer for that task if no timer is running for that project.
Do not finalize invoices, send emails, export files, or delete anything.
Open the project screen when you are done.

That gives the agent useful work while keeping sensitive actions out of scope.

For billing review, use a preview-first prompt:

Use TaskTime Pro to find unbilled work for my current client projects.
Preview invoice candidates and explain what would be included.
Create a draft only after previewing it. Do not finalize, send, or export anything.

This is a better fit for AI agent invoicing than asking an agent to “send the bill.” Let the agent gather the work, prepare the draft, and open the screen where you can review it.

Why local MCP matters for freelancers

Freelancers often have sensitive client data in their task tracker: project names, notes, invoice amounts, rates, expenses, payment status, and client contact details.

That is why the local-first architecture is important. TaskTime Pro keeps the browser app as the owner of the data. The MCP bridge stays on the same device and uses the app’s supported command layer.

For search terms like “local-first AI agent,” “MCP time tracking,” and “private AI invoice assistant,” that is the difference between useful automation and giving an agent a hidden back door into your business records.

OpenClaw can help with the admin loop. TaskTime Pro still controls validation, approvals, downloads, email sends, invoice state, sync behavior, backups, restores, and deletion rules.

Quick answers

Can OpenClaw use TaskTime Pro? Yes. Use the TaskTime Pro OpenClaw-compatible skill or bundle with the local MCP bridge, then pair the running TaskTime Pro browser app from Account > Agent Access.

What is the TaskTime Pro OpenClaw package? The OpenClaw-compatible bundle is @tasktimepro/openclaw. The standalone MCP bridge package is @tasktimepro/agent-bridge.

Can an OpenClaw agent track time in TaskTime Pro? Yes. After pairing and with the right scopes, the agent can inspect active timers, start timers, pause or resume them, and stop timers into time entries.

Can OpenClaw create invoices from tracked time? It can find unbilled work, preview invoice contents, and create invoice drafts. Finalizing, exporting, emailing, and payment changes are sensitive actions and should stay approval-gated.

Does this upload TaskTime Pro data to a TaskTime server? No. TaskTime Pro is local-first. The agent bridge is same-device and the browser app remains the authority for local data access and mutations.

The practical use case

The best OpenClaw plus TaskTime Pro workflow is not “let an agent run the business.” It is smaller and more useful:

Start the right timer. Keep tasks current. Find unbilled work. Draft invoices. Open review screens. Keep approvals visible.

That is where AI agents fit well for freelancers: not as the owner of the records, but as a careful assistant working through the same TaskTime Pro workflow you already use.