This roundup covers Workflow Automation Tools for April 2026, using ToolVitals data for each product’s health score, shipping score, GitHub stars, ToolVitals score, and status. The list reflects the tools supplied below, so the ranking and commentary stay tied to the measured data rather than category hype.
Tools are ordered by ToolVitals score first, then GitHub stars as the secondary popularity signal when scores are tied. That means the top spots favor tools that are both healthy and shipping, while stars only settle ties and do not override the main score.
Rankings
| Rank | Tool | Health | Shipping | GitHub Stars | Score | Status |
|---|---|---|---|---|---|---|
| 1 | n8n | 100 | 100 | 185582 | 100 | 🟢 Excellent |
| 2 | Prefect | 100 | 100 | 22246 | 100 | 🟢 Excellent |
| 3 | Activepieces | 100 | 100 | 21882 | 100 | 🟢 Excellent |
| 4 | Skyvern | 100 | 100 | 21384 | 100 | 🟢 Excellent |
| 5 | Trigger.dev | 100 | 100 | 14676 | 100 | 🟢 Excellent |
| 6 | Hatchet | 97 | 100 | 6972 | 98 | 🟢 Excellent |
| 7 | Unstract | 97 | 100 | 6553 | 98 | 🟢 Excellent |
| 8 | Inngest | 97 | 100 | 5259 | 98 | 🟢 Excellent |
| 9 | Dagu | 97 | 100 | 3322 | 98 | 🟢 Excellent |
| 10 | Conductor | 95 | 100 | 31700 | 97 | 🟢 Excellent |
| 11 | Kestra | 95 | 100 | 26759 | 97 | 🟢 Excellent |
| 12 | certd | 92 | 100 | 4637 | 96 | 🟢 Excellent |
| 13 | Camunda | 92 | 100 | 4091 | 96 | 🟢 Excellent |
| 14 | Sim | 97 | 91 | 27872 | 94 | 🟢 Excellent |
| 15 | Outpost | 89 | 100 | 940 | 94 | 🟢 Excellent |
| 16 | Gobii | 89 | 100 | 412 | 94 | 🟢 Excellent |
| 17 | Giselle | 88 | 100 | 518 | 93 | 🟢 Excellent |
| 18 | arkade | 86 | 100 | 4573 | 92 | 🟢 Excellent |
| 19 | OpenOps | 95 | 88 | 1019 | 92 | 🟢 Excellent |
| 20 | Node-RED | 91 | 80 | 23042 | 86 | 🟢 Excellent |
| 21 | SuggestArr | 87 | 80 | 1120 | 84 | 🟢 Excellent |
| 22 | Fastlane | 87 | 72 | 41438 | 80 | 🟢 Excellent |
| 23 | Loopi | 81 | 72 | 159 | 77 | 🟢 Good |
| 24 | FlowGram | 80 | 72 | 7966 | 76 | 🟢 Good |
| 25 | Hook0 | 85 | 53 | 1407 | 71 | 🟢 Good |
| 26 | Pneumatic | 79 | 62 | 288 | 71 | 🟢 Good |
| 27 | short-video-factory | 70 | 56 | 3863 | 64 | 🟢 Good |
| 28 | Lamda | 59 | 47 | 7755 | 54 | 🟡 Fair |
| 29 | Huginn | 83 | 0 | 49184 | 46 | 🟡 Fair |
| 30 | Pipedream | 83 | 0 | 11280 | 46 | 🟡 Fair |
| 31 | OpenRPA | 73 | 0 | 2933 | 40 | 🟡 Fair |
| 32 | Rulego | 73 | 0 | 1496 | 40 | 🟡 Fair |
| 33 | diun | 71 | 0 | 4608 | 39 | 🔴 Needs Attention |
| 34 | ByteChef | 70 | 0 | 749 | 38 | 🔴 Needs Attention |
| 35 | Integuru | 67 | 0 | 4576 | 37 | 🔴 Needs Attention |
| 36 | Automa | 55 | 0 | 21240 | 30 | 🔴 Needs Attention |
| 37 | Automatisch | 55 | 0 | 13801 | 30 | 🔴 Needs Attention |
| 38 | Eko | 52 | 0 | 4910 | 29 | 🔴 Needs Attention |
| 39 | phantomjs | 39 | 0 | 29482 | 21 | 🔴 Needs Attention |
| 40 | Joe Bot | 33 | 0 | 476 | 18 | 🔴 Needs Attention |
| 41 | dgiot | 16 | 0 | 4831 | 9 | 🔴 Needs Attention |
Top 3 Highlights
n8n stands out because it sits at the top with a perfect ToolVitals score of 100, a health score of 100, and a shipping score of 100. It also has by far the largest GitHub star count in this set at 185,582, and its description points to a broad workflow automation platform with native AI capabilities, visual building, custom code, self-hosting or cloud deployment, and 400+ integrations.
Prefect is a workflow orchestration framework for building resilient data pipelines in Python. At 100, Prefect comes in strong as the runner-up, with 22246 GitHub stars for extra context.
AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents. Rounding out the top three with a score of 100, Activepieces pairs visible maintenance signals with 21882 GitHub stars.
Want to see the full health, shipping, openness, and evidence details for every tool in Workflow Automation? Browse all Workflow Automation Tools →