AI agent tools cover different jobs, so readers need both a comparable score and a clear description of what each tool does. This October 2026 section uses the supplied ToolVitals scores, health and shipping scores, status, openness and license labels, descriptions, and GitHub star counts.
The ranking includes open/source-visible tools and orders them by ToolVitals score descending, then health and shipping for equal composite scores. GitHub stars are context only and do not determine rank.
Rankings
| Rank | Tool | Openness | License | Health | Shipping | GitHub Stars | Score | Status |
|---|---|---|---|---|---|---|---|---|
| 1 | Hermes Agent | OSI-approved OSS | MIT | 99 | 99 | 250490 | 99 | 🟢 Excellent |
| 2 | Omi | OSI-approved OSS | MIT | 99 | 99 | 13621 | 99 | 🟢 Excellent |
| 3 | OpenClaw | OSI-approved OSS | MIT | 98 | 99 | 391122 | 99 | 🟢 Excellent |
| 4 | CopilotKit | OSI-approved OSS | MIT | 98 | 99 | 37661 | 98 | 🟢 Excellent |
| 5 | Kilo Code | OSI-approved OSS | MIT | 98 | 99 | 27454 | 98 | 🟢 Excellent |
| 6 | Orca | OSI-approved OSS | MIT | 98 | 99 | 83116 | 98 | 🟢 Excellent |
| 7 | Assistant UI | OSI-approved OSS | MIT | 98 | 98 | 12378 | 98 | 🟢 Excellent |
| 8 | Composio | OSI-approved OSS | MIT | 98 | 98 | 30391 | 98 | 🟢 Excellent |
| 9 | ElizaOS | OSI-approved OSS | MIT | 98 | 98 | 19527 | 98 | 🟢 Excellent |
| 10 | Entire CLI | OSI-approved OSS | MIT | 98 | 98 | 5148 | 98 | 🟢 Excellent |
| 11 | Mastra | OSI-approved OSS | Apache-2.0 | 98 | 98 | 28485 | 98 | 🟢 Excellent |
| 12 | Multica | OSI-approved OSS | Apache-2.0 | 98 | 98 | 51803 | 98 | 🟢 Excellent |
| 13 | RAGFlow | OSI-approved OSS | Apache-2.0 | 98 | 98 | 91587 | 98 | 🟢 Excellent |
| 14 | Unsloth | OSI-approved OSS | Apache-2.0 | 98 | 98 | 77117 | 98 | 🟢 Excellent |
| 15 | Vellum Assistant | OSI-approved OSS | MIT | 98 | 98 | 1353 | 98 | 🟢 Excellent |
| 16 | OpenViking | OSI-approved OSS | AGPL-3.0 | 98 | 97 | 39071 | 98 | 🟢 Excellent |
| 17 | Pi | OSI-approved OSS | MIT | 98 | 97 | 111061 | 98 | 🟢 Excellent |
| 18 | Deco Studio | OSI-approved OSS | MIT | 97 | 99 | 407 | 98 | 🟢 Excellent |
| 19 | Goose | OSI-approved OSS | Apache-2.0 | 98 | 97 | 54847 | 97 | 🟢 Excellent |
| 20 | Haystack | OSI-approved OSS | Apache-2.0 | 98 | 97 | 26638 | 97 | 🟢 Excellent |
| 21 | OpenCode | OSI-approved OSS | MIT | 98 | 97 | 211327 | 97 | 🟢 Excellent |
| 22 | OpenHands | OSI-approved OSS | MIT | 98 | 97 | 89704 | 97 | 🟢 Excellent |
| 23 | Paseo | OSI-approved OSS | Apache-2.0 | 98 | 97 | 19119 | 97 | 🟢 Excellent |
| 24 | Onyx | OSI-approved OSS | MIT | 97 | 98 | 32304 | 97 | 🟢 Excellent |
| 25 | Agent Device | OSI-approved OSS | MIT | 97 | 97 | 4832 | 97 | 🟢 Excellent |
| 26 | Archon | OSI-approved OSS | MIT | 97 | 97 | 23598 | 97 | 🟢 Excellent |
| 27 | AutoGPT | OSI-approved OSS | MIT | 97 | 97 | 187648 | 97 | 🟢 Excellent |
| 28 | Cua | OSI-approved OSS | MIT | 97 | 97 | 27393 | 97 | 🟢 Excellent |
| 29 | Emdash | OSI-approved OSS | Apache-2.0 | 97 | 97 | 5892 | 97 | 🟢 Excellent |
| 30 | GPTMe | OSI-approved OSS | MIT | 97 | 97 | 4438 | 97 | 🟢 Excellent |
| 31 | LangChain | OSI-approved OSS | MIT | 97 | 97 | 147356 | 97 | 🟢 Excellent |
| 32 | LibreChat | OSI-approved OSS | MIT | 97 | 97 | 45187 | 97 | 🟢 Excellent |
| 33 | Manifest | OSI-approved OSS | MIT | 97 | 97 | 7551 | 97 | 🟢 Excellent |
| 34 | Oh My ClaudeCode | OSI-approved OSS | MIT | 97 | 97 | 39495 | 97 | 🟢 Excellent |
| 35 | Pipecat | OSI-approved OSS | BSD-2-Clause | 97 | 97 | 16103 | 97 | 🟢 Excellent |
| 36 | RTK | OSI-approved OSS | Apache-2.0 | 97 | 97 | 82180 | 97 | 🟢 Excellent |
| 37 | ToolHive | OSI-approved OSS | Apache-2.0 | 97 | 97 | 2230 | 97 | 🟢 Excellent |
| 38 | agent-of-empires | OSI-approved OSS | MIT | 97 | 97 | 3302 | 97 | 🟢 Excellent |
| 39 | claude-mem | OSI-approved OSS | Apache-2.0 | 97 | 97 | 95032 | 97 | 🟢 Excellent |
| 40 | AgentGateway | OSI-approved OSS | Apache-2.0 | 97 | 96 | 5124 | 97 | 🟢 Excellent |
| 41 | Agno | OSI-approved OSS | Apache-2.0 | 97 | 96 | 42459 | 97 | 🟢 Excellent |
| 42 | CrewAI | OSI-approved OSS | MIT | 97 | 96 | 59242 | 97 | 🟢 Excellent |
| 43 | FastGPT | OSI-approved OSS | Apache-2.0 | 97 | 96 | 29781 | 97 | 🟢 Excellent |
| 44 | MLflow | OSI-approved OSS | Apache-2.0 | 97 | 96 | 28218 | 97 | 🟢 Excellent |
| 45 | OpenAI Agents SDK | OSI-approved OSS | MIT | 97 | 96 | 29797 | 97 | 🟢 Excellent |
| 46 | kagent | OSI-approved OSS | Apache-2.0 | 97 | 96 | 3908 | 97 | 🟢 Excellent |
| 47 | AI DevOps | OSI-approved OSS | MIT | 96 | 98 | 404 | 97 | 🟢 Excellent |
| 48 | Agenta | OSI-approved OSS | MIT | 96 | 98 | 4801 | 97 | 🟢 Excellent |
| 49 | OpenWork | OSI-approved OSS | MIT | 96 | 98 | 23802 | 97 | 🟢 Excellent |
| 50 | Sim | OSI-approved OSS | Apache-2.0 | 96 | 98 | 29763 | 97 | 🟢 Excellent |
Top 3 Highlights
Hermes Agent ranks first with a ToolVitals score of 99, health score of 99, shipping score of 99, and 🟢 Excellent status. Its supplied description is “The agent that grows with you.” The entry has openness label OSI-approved OSS and license label MIT; its 250490 GitHub stars provide context only and are not part of the ranking.
Omi ranks second with a ToolVitals score of 99, health score of 99, shipping score of 99, and 🟢 Excellent status. Its supplied description focuses on seeing the screen, listening to conversations, and telling the user what to do, giving the tool a personal-assistant focus. Omi has openness label OSI-approved OSS and license label MIT; its 13621 GitHub stars are context only.
OpenClaw ranks third with a ToolVitals score of 99, health score of 98, shipping score of 99, and 🟢 Excellent status. The supplied description presents it as a personal AI assistant for any OS and any platform. OpenClaw has openness label OSI-approved OSS and license label MIT; its 391122 GitHub stars are a context signal only, not a ranking input.
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