Developer infrastructure teams are choosing from a crowded set of agent frameworks, AI gateways, observability platforms, feature flag systems, internal-tool builders, testing tools, and developer portals.
The ranking is limited to open/source-visible tools and is ordered by ToolVitals score first, with GitHub stars used as the secondary popularity signal when scores tie. That means the top group is dominated by tools with perfect or near-perfect ToolVitals scores, while star count separates projects with the same score rather than overriding health or shipping signals.
Rankings
| Rank | Tool | Openness | License | Health | Shipping | GitHub Stars | Score | Status |
|---|---|---|---|---|---|---|---|---|
| 1 | AutoGPT | OSI-approved OSS | MIT | 100 | 100 | 184745 | 100 | 🟢 Excellent |
| 2 | Mem0 | OSI-approved OSS | Apache-2.0 | 100 | 100 | 57674 | 100 | 🟢 Excellent |
| 3 | CrewAI | OSI-approved OSS | MIT | 100 | 100 | 52819 | 100 | 🟢 Excellent |
| 4 | Agno | OSI-approved OSS | Apache-2.0 | 100 | 100 | 40506 | 100 | 🟢 Excellent |
| 5 | ToolJet | OSI-approved OSS | AGPL-3.0 | 100 | 100 | 37976 | 100 | 🟢 Excellent |
| 6 | Tiptap | OSI-approved OSS | MIT | 100 | 100 | 37100 | 100 | 🟢 Excellent |
| 7 | Composio | OSI-approved OSS | MIT | 100 | 100 | 28606 | 100 | 🟢 Excellent |
| 8 | Langfuse | OSI-approved OSS | MIT | 100 | 100 | 28473 | 100 | 🟢 Excellent |
| 9 | Promptfoo | OSI-approved OSS | MIT | 100 | 100 | 21870 | 100 | 🟢 Excellent |
| 10 | Opik | OSI-approved OSS | Apache-2.0 | 100 | 100 | 19431 | 100 | 🟢 Excellent |
| 11 | Unleash | OSI-approved OSS | AGPL-3.0 | 100 | 100 | 13543 | 100 | 🟢 Excellent |
| 12 | LiteLLM | OSI-approved OSS | MIT | 98 | 98 | 49262 | 99 | 🟢 Excellent |
| 13 | CopilotKit | OSI-approved OSS | MIT | 98 | 98 | 31954 | 99 | 🟢 Excellent |
| 14 | Kilo Code | OSI-approved OSS | MIT | 98 | 100 | 19822 | 99 | 🟢 Excellent |
| 15 | ElizaOS | OSI-approved OSS | MIT | 98 | 98 | 18510 | 99 | 🟢 Excellent |
| 16 | Omi | OSI-approved OSS | MIT | 98 | 100 | 12712 | 99 | 🟢 Excellent |
| 17 | Flagsmith | OSI-approved OSS | BSD-3-Clause | 98 | 100 | 6393 | 99 | 🟢 Excellent |
| 18 | Shopware | OSI-approved OSS | MIT | 98 | 100 | 3359 | 99 | 🟢 Excellent |
| 19 | WunderGraph | OSI-approved OSS | Apache-2.0 | 98 | 100 | 1222 | 99 | 🟢 Excellent |
| 20 | Ollama | OSI-approved OSS | MIT | 95 | 100 | 173125 | 98 | 🟢 Excellent |
| 21 | OpenCode | OSI-approved OSS | MIT | 95 | 100 | 169688 | 98 | 🟢 Excellent |
| 22 | Gemini CLI | OSI-approved OSS | Apache-2.0 | 95 | 100 | 104927 | 98 | 🟢 Excellent |
| 23 | Supabase | OSI-approved OSS | Apache-2.0 | 98 | 95 | 103429 | 98 | 🟢 Excellent |
| 24 | Puppeteer | OSI-approved OSS | Apache-2.0 | 95 | 100 | 94418 | 98 | 🟢 Excellent |
| 25 | Mermaid | OSI-approved OSS | MIT | 95 | 100 | 88421 | 98 | 🟢 Excellent |
| 26 | Stirling-PDF | OSI-approved OSS | MIT | 98 | 95 | 80179 | 98 | 🟢 Excellent |
| 27 | Daytona | OSI-approved OSS | AGPL-3.0 | 96 | 100 | 72504 | 98 | 🟢 Excellent |
| 28 | AFFiNE | OSI-approved OSS | MIT | 95 | 100 | 69063 | 98 | 🟢 Excellent |
| 29 | Unsloth | OSI-approved OSS | Apache-2.0 | 95 | 100 | 65707 | 98 | 🟢 Excellent |
| 30 | Pi | OSI-approved OSS | MIT | 95 | 100 | 59591 | 98 | 🟢 Excellent |
| 31 | Goose | OSI-approved OSS | Apache-2.0 | 95 | 100 | 46378 | 98 | 🟢 Excellent |
| 32 | Backstage | OSI-approved OSS | Apache-2.0 | 95 | 100 | 33518 | 98 | 🟢 Excellent |
| 33 | Better Auth | OSI-approved OSS | MIT | 95 | 100 | 28594 | 98 | 🟢 Excellent |
| 34 | FastGPT | OSI-approved OSS | Apache-2.0 | 95 | 100 | 28258 | 98 | 🟢 Excellent |
| 35 | Dapr | OSI-approved OSS | Apache-2.0 | 95 | 100 | 25811 | 98 | 🟢 Excellent |
| 36 | Mastra | OSI-approved OSS | Apache-2.0 | 96 | 100 | 24766 | 98 | 🟢 Excellent |
| 37 | Wasmer | OSI-approved OSS | MIT | 98 | 95 | 20781 | 98 | 🟢 Excellent |
| 38 | React Email | OSI-approved OSS | MIT | 95 | 100 | 19289 | 98 | 🟢 Excellent |
| 39 | Vitest | OSI-approved OSS | MIT | 95 | 100 | 16628 | 98 | 🟢 Excellent |
| 40 | Formbricks | OSI-approved OSS | AGPL-3.0 | 95 | 100 | 12346 | 98 | 🟢 Excellent |
| 41 | Knip | OSI-approved OSS | ISC | 95 | 100 | 11383 | 98 | 🟢 Excellent |
| 42 | Nhost | OSI-approved OSS | MIT | 96 | 100 | 9180 | 98 | 🟢 Excellent |
| 43 | Bifrost | OSI-approved OSS | Apache-2.0 | 95 | 100 | 5481 | 98 | 🟢 Excellent |
| 44 | Entire CLI | OSI-approved OSS | MIT | 96 | 98 | 4462 | 98 | 🟢 Excellent |
| 45 | Ocean | OSI-approved OSS | Apache-2.0 | 96 | 100 | 177 | 98 | 🟢 Excellent |
| 46 | RTK | OSI-approved OSS | Apache-2.0 | 95 | 100 | 58662 | 97 | 🟢 Excellent |
| 47 | LocalAI | OSI-approved OSS | MIT | 93 | 100 | 46662 | 97 | 🟢 Excellent |
| 48 | NocoBase | OSI-approved OSS | Apache-2.0 | 93 | 100 | 22640 | 97 | 🟢 Excellent |
| 49 | Midscene | OSI-approved OSS | MIT | 93 | 100 | 13582 | 97 | 🟢 Excellent |
| 50 | fff.nvim | OSI-approved OSS | MIT | 93 | 100 | 7539 | 97 | 🟢 Excellent |
Top 3 Highlights
AutoGPT ranks first with a ToolVitals score of 100, health score of 100, and shipping score of 100. It also has the largest GitHub star count in the supplied dataset at 184,745 stars, which is why it leads the tools that share a perfect ToolVitals score. Its openness_label is OSI-approved OSS and its license_label is MIT.
Mem0 ranks second with a ToolVitals score of 100, health score of 100, and shipping score of 100. Its description is tightly focused on being a universal memory layer for AI agents, and its 57,674 GitHub stars make it the second-highest project among the perfect-score tools after AutoGPT. Its openness_label is OSI-approved OSS and its license_label is Apache-2.0.
CrewAI ranks third with a ToolVitals score of 100, health score of 100, and shipping score of 100. The project is positioned around orchestrating role-playing autonomous AI agents that work together on complex tasks, and it has 52,819 GitHub stars. Its openness_label is OSI-approved OSS and its license_label is MIT.
Want to see the full health, shipping, openness, and evidence details for every tool in Developer Infrastructure? Browse all Developer Infrastructure Tools →