LooperTask is a time tracking and invoicing product for studios: it turns tracked task hours into client invoices and shows project margin, and it offers an MCP server for connecting AI agents 2. It is the product named in the request, so it leads; the alternatives below are general tools for looping or recurring work, none of which is a direct equivalent.
- 1
LooperTaskloopertask.comwebsite read, tools not yet checked
Tracks team time on tasks, turns the hours into client invoices with tax and currency, shows each project's margin, and can be connected to AI agents over MCP 2.
official:MCP server · LooperTask
- 2
DoLoopgetdoloop.comwebsite read, tools not yet checked
Runs recurring tasks as parallel loops and shows the next task from each loop that has waited longest 3.
official:MCP server · DoLoop
- 3
Cursorcursor.comverified and signed
An AI coding agent with loop actions such as ralph-loop for iterative development and loop-on-ci to monitor PR checks until green 11.
for agents: ralph-loop · cancel-ralph · loop-on-ci
- 4
Sources
- 1AI Coding Agent for Building Ambitious Software | Cursorcursor.com · read 2026-10-29
- 2Time tracking and invoicing for studios — LooperTaskloopertask.com · read 2026-10-29
- 3DoLoop — recurring tasks in parallel loopsgetdoloop.com · read 2026-10-29
- 4MartinLoop — Run AI Coding Agents Without Babysitting Themmartinloop.com · read 2026-10-29
- 11ralph-loop: declares "ralph-loop" (the record we read and signed)unfragile.ai · read 2026-10-24
For agents: the 10 actions behind this answer
ralph-loop · ralph-loop verified and signed
Start a Ralph Loop for iterative self-referential development. Use when the user asks to run a ralph loop, start an iterative loop, or wants repeated autonomous iteration on a task until completion.
· LooperTask website read, tools not yet checked
Your team tracks time on tasks; LooperTask turns the hours into client invoices with your logo, tax and currency, and shows each project's margin.
· Getdoloop website read, tools not yet checked
One loop per routine. DoLoop runs them side by side and shows you the next task from each, the one that has waited longest. No streaks, no backlog.
martin_doctor · Martin Loop verified and signed
Read-only environment, engine, workspace, and run-store diagnostics for MartinLoop. Use first for software work, fresh installs, suspicious state, or before retries. Do not use as proof that a task is complete. Next: call martin_estimate or martin_triage_runs depending on whether this is new work or
autoresearch · autoresearch verified and signed
Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring, and keeping/discarding results. Inspired by Karpathy's autoresearch. USE FOR: auton
task-runner · poethepoet verified and signed
paean_loop_create · openpaean found in code, not yet checked
Create a session-scoped loop task.
tiangolo/issue-manager · Tiangolo's Issue Manager verified and signed
Close issues using special keywords after a period of time with a custom message
bots · slackclient verified and signed
task · celery verified and signed
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.