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

RankToolHealthShippingGitHub StarsScoreStatus
1OpenClaw9510036541094🟢 Excellent
2LangChain10010013517594🟢 Excellent
3Agent Deck97100219994🟢 Excellent
4Backend.AI8910063394🟢 Excellent
5Signet AI8910012894🟢 Excellent
6Hermes Agent928812102190🟢 Excellent
7OpenViking951002315190🟢 Excellent
8IntentKit91100650490🟢 Excellent
9GoClaw92100293890🟢 Excellent
10Agent Device91100189290🟢 Excellent
11Inkeep Agents92100111190🟢 Excellent
12Bytedesk8410041490🟢 Excellent
13Wonda861006490🟢 Excellent
14Nightshift911002990🟢 Excellent
15onequery83100390🟢 Excellent
16Open Mercato8988123489🟢 Excellent
17Claude DevTools76100321687🟢 Excellent
18Dyad951002018686🟢 Excellent
19Nexu92100270186🟢 Excellent
20Moltis92100261186🟢 Excellent
21Aurora8910015086🟢 Excellent
22AgentLimb84882186🟢 Excellent
23Ledgerflow861001286🟢 Excellent
24Qodo PR Agent94721101984🟢 Excellent
25Agent LSP8188784🟢 Excellent
26Runtime TypeScript8188084🟢 Excellent
27RamaLama8572279679🟢 Good
28SkillHub8572266579🟢 Good
29BrowserOS8670079🟢 Good
30Cua8670079🟢 Good
31Tandem8670079🟢 Good
32three.ws8670079🟢 Good
33Blinko82721014078🟢 Good
34Any LLM91100193478🟢 Good
35ShanClaw8570078🟢 Good
36GPT Researcher81722673977🟢 Good
37AgentClash8270077🟢 Good
38Alan AI6788243676🟢 Good
39stock-screener79723176🟢 Good
40Provision Core80721176🟢 Good
41claude-deck80721176🟢 Good
42canvas-notebook7672874🟢 Good
43Deco Studio8055069🟢 Good
44Termo Agent8055069🟢 Good
45Clawport UI7955068🟢 Good
46Polos7955068🟢 Good
47Dryade7356965🟢 Good
48Fusio7638208559🟡 Fair
49DB-GPT66471864657🟡 Fair
50Klavis AI7328571853🟡 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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