Choosing AI agent tools is messy because the category mixes runtimes, CLIs, platforms, memory layers, browsers, and UI wrappers that all claim to solve different parts of the same problem. This ranking uses ToolVitals data for May 2026 to compare products on the same yardstick instead of on hype alone.
The list is ordered by ToolVitals score first, with GitHub stars used as a secondary popularity signal when scores are tied. That means tools with the same score are broken by star count, so the ordering reflects both measured quality and broader adoption.
Rankings
| Rank | Tool | Health | Shipping | GitHub Stars | Score | Status |
|---|---|---|---|---|---|---|
| 1 | OpenClaw | 95 | 100 | 365410 | 94 | 🟢 Excellent |
| 2 | LangChain | 100 | 100 | 135175 | 94 | 🟢 Excellent |
| 3 | Agent Deck | 97 | 100 | 2199 | 94 | 🟢 Excellent |
| 4 | Backend.AI | 89 | 100 | 633 | 94 | 🟢 Excellent |
| 5 | Signet AI | 89 | 100 | 128 | 94 | 🟢 Excellent |
| 6 | Hermes Agent | 92 | 88 | 121021 | 90 | 🟢 Excellent |
| 7 | OpenViking | 95 | 100 | 23151 | 90 | 🟢 Excellent |
| 8 | IntentKit | 91 | 100 | 6504 | 90 | 🟢 Excellent |
| 9 | GoClaw | 92 | 100 | 2938 | 90 | 🟢 Excellent |
| 10 | Agent Device | 91 | 100 | 1892 | 90 | 🟢 Excellent |
| 11 | Inkeep Agents | 92 | 100 | 1111 | 90 | 🟢 Excellent |
| 12 | Bytedesk | 84 | 100 | 414 | 90 | 🟢 Excellent |
| 13 | Wonda | 86 | 100 | 64 | 90 | 🟢 Excellent |
| 14 | Nightshift | 91 | 100 | 29 | 90 | 🟢 Excellent |
| 15 | onequery | 83 | 100 | 3 | 90 | 🟢 Excellent |
| 16 | Open Mercato | 89 | 88 | 1234 | 89 | 🟢 Excellent |
| 17 | Claude DevTools | 76 | 100 | 3216 | 87 | 🟢 Excellent |
| 18 | Dyad | 95 | 100 | 20186 | 86 | 🟢 Excellent |
| 19 | Nexu | 92 | 100 | 2701 | 86 | 🟢 Excellent |
| 20 | Moltis | 92 | 100 | 2611 | 86 | 🟢 Excellent |
| 21 | Aurora | 89 | 100 | 150 | 86 | 🟢 Excellent |
| 22 | AgentLimb | 84 | 88 | 21 | 86 | 🟢 Excellent |
| 23 | Ledgerflow | 86 | 100 | 12 | 86 | 🟢 Excellent |
| 24 | Qodo PR Agent | 94 | 72 | 11019 | 84 | 🟢 Excellent |
| 25 | Agent LSP | 81 | 88 | 7 | 84 | 🟢 Excellent |
| 26 | Runtime TypeScript | 81 | 88 | 0 | 84 | 🟢 Excellent |
| 27 | RamaLama | 85 | 72 | 2796 | 79 | 🟢 Good |
| 28 | SkillHub | 85 | 72 | 2665 | 79 | 🟢 Good |
| 29 | BrowserOS | 86 | 70 | 0 | 79 | 🟢 Good |
| 30 | Cua | 86 | 70 | 0 | 79 | 🟢 Good |
| 31 | Tandem | 86 | 70 | 0 | 79 | 🟢 Good |
| 32 | three.ws | 86 | 70 | 0 | 79 | 🟢 Good |
| 33 | Blinko | 82 | 72 | 10140 | 78 | 🟢 Good |
| 34 | Any LLM | 91 | 100 | 1934 | 78 | 🟢 Good |
| 35 | ShanClaw | 85 | 70 | 0 | 78 | 🟢 Good |
| 36 | GPT Researcher | 81 | 72 | 26739 | 77 | 🟢 Good |
| 37 | AgentClash | 82 | 70 | 0 | 77 | 🟢 Good |
| 38 | Alan AI | 67 | 88 | 2436 | 76 | 🟢 Good |
| 39 | stock-screener | 79 | 72 | 31 | 76 | 🟢 Good |
| 40 | Provision Core | 80 | 72 | 11 | 76 | 🟢 Good |
| 41 | claude-deck | 80 | 72 | 11 | 76 | 🟢 Good |
| 42 | canvas-notebook | 76 | 72 | 8 | 74 | 🟢 Good |
| 43 | Deco Studio | 80 | 55 | 0 | 69 | 🟢 Good |
| 44 | Termo Agent | 80 | 55 | 0 | 69 | 🟢 Good |
| 45 | Clawport UI | 79 | 55 | 0 | 68 | 🟢 Good |
| 46 | Polos | 79 | 55 | 0 | 68 | 🟢 Good |
| 47 | Dryade | 73 | 56 | 9 | 65 | 🟢 Good |
| 48 | Fusio | 76 | 38 | 2085 | 59 | 🟡 Fair |
| 49 | DB-GPT | 66 | 47 | 18646 | 57 | 🟡 Fair |
| 50 | Klavis AI | 73 | 28 | 5718 | 53 | 🟡 Fair |
Top 3 Highlights
OpenClaw ranks first with a ToolVitals score of 94, a health score of 95, and a shipping score of 100. It also has 365,410 GitHub stars, which gives it the strongest popularity signal in the top tier, and its status is Excellent.
The agent engineering platform. At 94, LangChain comes in strong as the runner-up, with 135175 GitHub stars for extra context.
Terminal session manager for AI coding agents. One TUI for Claude, Gemini, OpenCode, Codex, and more. Rounding out the top three with a score of 94, Agent Deck pairs visible maintenance signals with 2199 GitHub stars.
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