Head to head
MCP Task Orchestrator vs Coolify
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
MCP Task Orchestrator
Aio.github.jpicklyk/task-orchestratorNo reviews yet
Server-enforced workflow discipline for AI agents: work items, dependency graphs, quality gates
Full listingNo reviews yet
45 optimized tools for managing Coolify infrastructure, diagnostics, and docs search
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours MCP Task Orchestrator (88/100 against 57). Coolify has noticeably more public adoption.
| MCP Task Orchestrator | Coolify | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A88/100 | C57/100 |
| Adoption | Growing | Established |
| GitHub stars | 204 | 599 |
| Downloads / week | – | 11k |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-16 | 2026-09-17 |
| Category | Productivity | Productivity |