Devtoolwatch Get it every Monday
The Devtoolwatch Board · week of Oct 25–31
AI dev tools ranked by momentum
426 tools with activity this week, out of 868 tracked. The score averages four ranks: new GitHub stars, stars for the repo's size, added npm and PyPI downloads, and download growth beyond the market (+9% this week). Updated every Monday.
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Coding agents
| # | Move | Tool | Stars/wk | Stars | Downloads/wk | vs 4-wk avg | Score |
|---|---|---|---|---|---|---|---|
| 3 | NEW | Cindy | +4.6k | 8.8k | 99 | ||
| 5 | NEW | OpenMausBot | +3.6k | 9.6k | 98 | ||
| 9 | NEW | Orca | +6.9k | 111.7k | 95 | ||
| 11 | NEW | OpenBot | +1.9k | 9.1k | 95 | ||
| 12 | NEW | Agent Reach | +5.1k | 107.2k | 94 | ||
| 14 | NEW | Skill Recorder | +1.2k | 5.6k | 94 | ||
| 15 | NEW | ARTEMIS | +1.6k | 15.9k | 93 | ||
| 17 | NEW | Rakazo | +893 | 6.5k | 92 | ||
| 18 | NEW | DeepSeek Harness | +7k | 267.4k | 91 | ||
| 20 | NEW | omnirush.ai | +730 | 4.5k | 91 | ||
| 22 | NEW | Paperclip | +2.5k | 109.5k | 88 | ||
| 23 | NEW | herdr | +1.4k | 47.1k | 87 | ||
| 24 | NEW | OpenMuse | +483 | 6k | 86 | ||
| 25 | NEW | ESP32 iPhone Agent | +462 | 4.2k | 86 | ||
| 26 | NEW | HarnessRouter | +459 | 3.8k | 86 | ||
| 27 | NEW | CC Switch | +2.3k | 150.6k | 84 | ||
| 28 | NEW | Paseo | +707 | 22.6k | 84 | ||
| 31 | ▲25 | Claude-Mem | +4.6k | 107.8k | ~34.4k | +73% | 82 |
| 34 | ▼33 | OpenCode | +2.6k | 223.6k | 80 | ||
| 35 | NEW | OpenDesign | +1.4k | 105.2k | 80 | ||
| 36 | NEW | PI-Desktop | +328 | 7.6k | 80 | ||
| 38 | NEW | Open Dots | +290 | 6.4k | 79 | ||
| 39 | ▼35 | Spec Kit | +1.6k | 144.4k | 78 | ||
| 41 | NEW | Jevgrep | +206 | 3.1k | 78 | ||
| 42 | ▼11 | DSH-IM | 3k | ~45.8k | +117% | 78 | |
| 48 | NEW | MonoCode | +189 | 3.5k | 76 | ||
| 50 | ▲68 | Codex CLI | +1.6k | 132.5k | ~28.5M | +9% | 75 |
| 51 | ▼2 | dsh-TUI | +825 | 6.4k | ~21k | +24% | 75 |
| 52 | NEW | Easel | +186 | 4.2k | 75 | ||
| 54 | NEW | DSH Claude Style | 431 | ~16.2k | +148% | 75 | |
| 61 | NEW | OfficeCLI | +443 | 32.9k | 73 | ||
| 62 | NEW | ZCode | +206 | 8.4k | 73 | ||
| 67 | NEW | Pinvou Agent | +144 | 2.8k | 72 | ||
| 68 | NEW | failproofai | +932 | 7.1k | ~2.9k | +24% | 71 |
| 70 | NEW | TencentDB Agent Memory | +392 | 30.3k | 71 | ||
| 72 | NEW | PenguinHarness | +130 | 3.1k | 70 | ||
| 74 | NEW | Cockpit Tools | +267 | 19.6k | 69 | ||
| 82 | NEW | RTK | +658 | 85.1k | 67 | ||
| 87 | NEW | Kiro Crew | +123 | 4.7k | 67 | ||
| 88 | ▼14 | Claude Flow | +1.4k | 80.4k | ~20.5k | +14% | 66 |
| 94 | NEW | CodexHost | +100 | 3.1k | 65 | ||
| 96 | ▼53 | Oh My OpenAgent | +230 | 70.6k | ~107.1k | +93% | 64 |
| 102 | NEW | FrontierAgent | +111 | 5.4k | 63 | ||
| 104 | NEW | Octop | +473 | 11.4k | 1.9k | −27% | 62 |
| 108 | NEW | fx | +95 | 3.7k | 62 | ||
| 110 | ▼69 | Goose | +400 | 56.1k | 61 | ||
| 113 | ▼35 | Cline | +292 | 71.1k | ~116.6k | +37% | 60 |
| 114 | ▼26 | Qwen Code | +154 | 28.9k | ~127.8k | +42% | 60 |
| 118 | NEW | jcode | +182 | 21.4k | 59 | ||
| 120 | NEW | Zeron | +79 | 3.4k | 59 | ||
| 121 | NEW | cmux | +219 | 28.6k | 58 | ||
| 127 | ▼50 | Crush | +109 | 28.9k | ~26.7k | +124% | 57 |
| 141 | ▼84 | oh-my-claudecode | +223 | 40.5k | ~8.8k | +32% | 55 |
| 151 | NEW | AionUi | +199 | 34k | 52 | ||
| 152 | NEW | OpenScience | +63 | 4.3k | 52 | ||
| 155 | ▼38 | Hypit | 27.1k | ~11.1k | +20% | 52 | |
| 156 | ▼86 | Open Code Review | +902 | 49.2k | ~167.8k | −0% | 51 |
| 157 | ▲11 | Kilo Code | +84 | 27.8k | ~59.5k | +59% | 51 |
| 161 | ▼81 | Zed | +315 | 92.5k | 49 | ||
| 163 | NEW | Trail-Code | +239 | 11k | ~30k | +1% | 49 |
| 164 | ▼80 | Codebuff | +166 | 13.9k | ~1.2k | −12% | 49 |
| 175 | ▼31 | nanobot | +351 | 49.7k | 20.9k | +6% | 47 |
| 179 | NEW | agents-cli | +91 | 6.3k | 42.1k | +6% | 47 |
| 182 | NEW | Cumora | +50 | 4.1k | 47 | ||
| 185 | NEW | CodexBar | +130 | 22.9k | 46 | ||
| 186 | NEW | Omnigent | +117 | 11.1k | 11.1k | +9% | 46 |
| 187 | ▼5 | HolmesGPT | +54 | 3.7k | 5.6k | +86% | 46 |
| 189 | NEW | EAC design world | 399 | ~7.8k | +1,232% | 46 | |
| 190 | NEW | cc-haha | +100 | 15.3k | 45 | ||
| 200 | NEW | Cherry Studio | +182 | 53.1k | 44 | ||
| 202 | NEW | CowAgent | +174 | 47.7k | 44 | ||
| 205 | NEW | TrueForge | +57 | 6.4k | 44 | ||
| 208 | ▼85 | Gemini CLI | +955 | 108.7k | ~445k | −4% | 43 |
| 210 | ▲3 | Claude Code Router | +90 | 37.9k | ~43k | +20% | 43 |
| 214 | NEW | AIPOCH Open-Science | +50 | 5.4k | 43 | ||
| 218 | ▼53 | Aider | +117 | 49.9k | 70.3k | +13% | 42 |
| 227 | NEW | Hermes Agent | +2.3k | 259.2k | 35.7k | −59% | 40 |
| 234 | NEW | agent-purge | 961 | ~2.5k | 40 | ||
| 236 | ▼186 | mini-SWE-agent | +177 | 9k | 3.6M | −3% | 39 |
| 238 | ▼98 | Happy | +132 | 24.4k | ~645 | +4% | 39 |
| 239 | NEW | Plandex | +86 | 15.9k | 39 | ||
| 246 | NEW | T3MP3ST | +50 | 6.7k | 38 | ||
| 256 | NEW | html-video | +39 | 4.8k | 37 | ||
| 260 | NEW | Grok Build | +98 | 27.6k | 36 | ||
| 261 | ▼75 | Open Interpreter | +95 | 68.8k | 7.6k | +17% | 36 |
| 267 | NEW | Agenttrail | 974 | ~2.1k | +1,240% | 36 | |
| 271 | NEW | fast-jev-compaction | +62 | 7.8k | ~549 | −53% | 35 |
| 278 | NEW | Command Code | +32 | 4.2k | 34 | ||
| 280 | ▼178 | GitHub Copilot CLI | +21 | 11.3k | ~1.9M | +7% | 34 |
| 284 | ▼139 | OpenHands | +603 | 92.4k | 82.5k | −53% | 33 |
| 286 | ▼95 | Vibe Kanban | +89 | 28.5k | ~4.7k | +60% | 33 |
| 291 | ▼163 | Claude Code | +804 | 154.1k | ~11.6M | −20% | 32 |
| 306 | NEW | Harness Toolkit | 305 | ~1.5k | +309% | 31 | |
| 311 | NEW | Google Workspace CLI | +179 | 32k | ~50.8k | −18% | 29 |
| 313 | NEW | Invisible Dots | +88 | 32.3k | 29 | ||
| 327 | ▼263 | ccusage | +113 | 19.3k | ~214.7k | −16% | 26 |
| 329 | ▼124 | SWE-agent | +61 | 20.7k | 26 | ||
| 334 | NEW | Yao Agents | +36 | 8.2k | 25 | ||
| 335 | NEW | Kun | +31 | 6.3k | 25 | ||
| 336 | NEW | Chatbox | +82 | 42.2k | 24 | ||
| 338 | ▼99 | Continue | +73 | 36.4k | ~5.9k | −0% | 23 |
| 339 | NEW | Onlook | +62 | 27.1k | 23 | ||
| 341 | NEW | Eigent | +47 | 15.7k | 23 | ||
| 344 | NEW | DeepSeek-Reasonix | +68 | 36k | 22 | ||
| 356 | ▼284 | OpenEvolve | +44 | 7.7k | 7.1k | −30% | 20 |
| 372 | NEW | Codewhale | +43 | 41.2k | 13 | ||
| 376 | NEW | MindsHub | +25 | 39.8k | 7 |
Agent frameworks
| # | Move | Tool | Stars/wk | Stars | Downloads/wk | vs 4-wk avg | Score |
|---|---|---|---|---|---|---|---|
| 10 | NEW | Harness² | +2.7k | 21.7k | 95 | ||
| 21 | ▼6 | HyperFrames | 76.6k | ~1.5M | +67% | 90 | |
| 45 | ▼20 | AgentScope | +1.1k | 35k | 51.4k | +38% | 77 |
| 64 | ▼47 | AG-UI | +141 | 16.9k | ~4.6M | +45% | 73 |
| 79 | ▼69 | LangGraph | +388 | 44.2k | ~18.5M | +10% | 68 |
| 85 | NEW | Bifrost | +166 | 9.3k | 67 | ||
| 86 | ▼50 | assistant-ui | +148 | 12.9k | ~2.8M | +16% | 67 |
| 89 | ▼66 | Mastra | +179 | 29.2k | ~3.1M | +22% | 66 |
| 92 | ▼58 | Deep Agents | +259 | 30.8k | ~2.5M | +13% | 65 |
| 98 | ▼56 | Vercel AI SDK | +145 | 27.7k | ~42.6M | +17% | 64 |
| 106 | ▼76 | OpenAI Agents SDK | +157 | 30.4k | ~6.9M | +15% | 62 |
| 107 | ▼52 | Pydantic AI | +131 | 21k | 1.7M | +20% | 62 |
| 131 | ▼99 | Dify | +640 | 160.1k | 56 | ||
| 137 | ▼85 | Claude Agent SDK | +49 | 8.4k | ~25.6M | +15% | 56 |
| 143 | ▼75 | smolagents | +123 | 30.2k | 152.7k | +29% | 55 |
| 147 | ▼35 | CopilotKit | +210 | 38.4k | ~653.6k | +8% | 53 |
| 171 | ▲2 | SkillOpt | +119 | 18.8k | 6.4k | +19% | 48 |
| 176 | NEW | MemOS | +130 | 12.2k | 529 | +12% | 47 |
| 191 | ▼45 | Google ADK | +73 | 22.1k | 2.4M | +7% | 45 |
| 199 | ▼141 | n8n | +699 | 209.2k | ~147.7k | +2% | 44 |
| 204 | ▼129 | Strands Agents | +69 | 9k | 8.9M | +1% | 44 |
| 211 | ▼86 | A2A Protocol | +80 | 26.4k | 2.9M | +6% | 43 |
| 254 | ▼121 | Agno | +109 | 43k | 514.9k | +4% | 37 |
| 259 | ▼45 | DSPy | +99 | 38.9k | 1.3M | +2% | 36 |
| 262 | ▼60 | Ray | +56 | 44.2k | 3.7M | +5% | 36 |
| 285 | ▼146 | Microsoft Agent Framework | +114 | 14.4k | 47.3k | −3% | 33 |
| 287 | NEW | AgentKit by Inngest | +4 | 959 | ~37.9k | +12% | 33 |
| 300 | ▼153 | Haystack | +68 | 26.9k | 140.8k | +3% | 31 |
| 302 | ▼61 | VoltAgent | +36 | 10.9k | ~49.8k | +7% | 31 |
| 304 | ▼151 | Oumi | +11 | 9.4k | 9.6k | +28% | 31 |
| 307 | ▼211 | CrewAI | +272 | 60.4k | 589.4k | −6% | 30 |
| 316 | ▼86 | Semantic Kernel | +25 | 28.7k | 83.4k | +12% | 29 |
| 318 | ▼142 | LangChain | +391 | 148.8k | ~41.1M | −1% | 28 |
| 323 | ▼133 | AutoGen | +102 | 61.7k | 27 | ||
| 328 | ▼169 | MetaGPT | +99 | 71.1k | 26 | ||
| 332 | ▼124 | Langflow | +206 | 156.2k | 8.3k | −9% | 25 |
| 333 | NEW | elizaOS | +90 | 19.7k | ~7.6k | −16% | 25 |
| 345 | ▼153 | Agent Lightning | +55 | 18.9k | 3.4k | −19% | 22 |
| 350 | ▼141 | LangChain4j | +40 | 13.3k | 21 | ||
| 351 | ▼167 | Spring AI | +32 | 9.6k | 21 | ||
| 357 | ▼124 | LlamaIndex | +108 | 52.8k | ~1.5M | −7% | 19 |
| 367 | ▼236 | CAMEL | +39 | 18k | 15.3k | −6% | 16 |
| 368 | NEW | Flowise | +16 | 55.5k | ~5.6k | +76% | 16 |
| 373 | NEW | Agentic Context Engine | +2 | 2.6k | 2.5k | +99% | 13 |
MCP and agent tools
| # | Move | Tool | Stars/wk | Stars | Downloads/wk | vs 4-wk avg | Score |
|---|---|---|---|---|---|---|---|
| 7 | ▼4 | REA | +37.1k | 415.5k | ~760.6k | +257% | 96 |
| 53 | NEW | ha-mcp | +172 | 5.4k | 118.1k | +68% | 75 |
| 55 | ▲181 | Treg | +739 | 6.9k | 6.7k | +86% | 74 |
| 60 | ▼53 | Chrome DevTools MCP | +452 | 54.6k | ~2.7M | +24% | 73 |
| 69 | NEW | codebase-memory-mcp | +492 | 47.9k | 71 | ||
| 73 | NEW | open-computer-use | +123 | 2.8k | 70 | ||
| 84 | ▼79 | Unity MCP | +207 | 15.6k | 67 | ||
| 90 | NEW | Ghidra MCP Server | +131 | 6k | 66 | ||
| 93 | ▲17 | agentmemory | +187 | 30k | ~32.6k | +174% | 65 |
| 97 | ▼35 | MCP reference servers | +171 | 91.7k | ~1.4M | +112% | 64 |
| 116 | ▼27 | Desktop Commander | +68 | 10.2k | ~612.1k | +38% | 60 |
| 119 | NEW | Radar | +87 | 4k | 59 | ||
| 123 | ▼57 | MCP Inspector | +57 | 11.2k | ~740.7k | +42% | 58 |
| 130 | NEW | Context Mode | +919 | 33k | ~29.7k | +1% | 56 |
| 135 | NEW | Codex with ChatGPT | +98 | 7.6k | 56 | ||
| 138 | ▲50 | Exa MCP | +39 | 5.2k | ~41.3k | +133% | 56 |
| 139 | NEW | 灵枢 (dsh-memory) | 569 | ~10.9k | +25% | 56 | |
| 142 | ▼77 | Composio | +127 | 30.9k | ~2.1M | +13% | 55 |
| 146 | ▲2 | Supabase MCP | +18 | 3k | ~176.6k | +86% | 54 |
| 148 | ▼119 | GitHub MCP Server | +202 | 34.1k | 53 | ||
| 153 | ▼71 | Figma Context MCP | +61 | 16.1k | ~147.4k | +40% | 52 |
| 158 | ▼104 | Blender MCP | +681 | 32.9k | 59k | −1% | 50 |
| 160 | ▼66 | MCP TypeScript SDK | +43 | 13.7k | ~88.5M | +13% | 50 |
| 172 | ▼79 | MCP Python SDK | +56 | 24.7k | 71.1M | +12% | 48 |
| 174 | ▼31 | Notion MCP | +11 | 4.7k | ~349.2k | +73% | 48 |
| 181 | NEW | OpenConnector | +63 | 6.2k | 47 | ||
| 192 | NEW | x64dbg-MCP Server | +38 | 2.6k | 45 | ||
| 194 | ▼86 | MCP Atlassian | +32 | 6.1k | 213.2k | +18% | 45 |
| 198 | ▲25 | ffmpeg-skill | 4.2k | ~8k | +232% | 45 | |
| 221 | NEW | Chat on Steroids | +47 | 5.1k | 42 | ||
| 224 | NEW | 21st MCP | +98 | 6.3k | ~14.8k | −0% | 41 |
| 230 | NEW | Ableton MCP | +46 | 3.3k | 2.4k | +1% | 40 |
| 240 | NEW | TradingView MCP | +60 | 5.2k | 1.5k | −25% | 39 |
| 242 | NEW | ripwire | +28 | 2.5k | 39 | ||
| 244 | ▼224 | Serena | +255 | 31k | 35k | −4% | 38 |
| 245 | NEW | Zotero MCP | +109 | 5.7k | 5.5k | −15% | 38 |
| 253 | NEW | Next AI Draw.io | +118 | 36.5k | 37 | ||
| 257 | NEW | awwwards-mcp | 383 | ~3.6k | +149% | 37 | |
| 263 | NEW | Semble | +48 | 6.3k | 22.6k | +6% | 36 |
| 266 | ▼112 | arxiv-mcp-server | +11 | 3.2k | 21k | +18% | 36 |
| 268 | ▼209 | Playwright MCP | +308 | 38.9k | ~8.4M | −5% | 35 |
| 272 | NEW | Unity-MCP | +36 | 4.6k | 35 | ||
| 275 | ▼100 | mcp-agent | +-3 | 8.6k | 18.5k | +80% | 35 |
| 277 | ▼58 | Stripe Agent Toolkit | +46 | 2k | ~25.8k | −3% | 34 |
| 279 | NEW | JADX-AI-MCP | +25 | 3k | 34 | ||
| 290 | NEW | computer-use-linux | 780 | ~3.6k | +55% | 33 | |
| 294 | ▼127 | ContextForge | +40 | 4.7k | 8.5k | +2% | 32 |
| 299 | ▼161 | Context7 | +411 | 64k | ~580.8k | −30% | 31 |
| 314 | NEW | LinkedIn MCP Server | +61 | 4.1k | 8.3k | −38% | 29 |
| 325 | ▼85 | mcp-use | +26 | 10.8k | ~61.8k | +7% | 27 |
| 330 | ▼284 | Firecrawl MCP | +55 | 7.7k | ~179.6k | −5% | 26 |
| 354 | ▼176 | MCP Toolbox for Databases | +45 | 16.8k | 20 | ||
| 363 | ▼236 | AWS MCP Servers | +28 | 9.9k | 17 | ||
| 364 | ▼144 | wigolo | +10 | 5.5k | ~3.1k | +155% | 17 |
| 369 | ▼263 | FastMCP | +59 | 28.3k | 13.1M | −5% | 14 |
| 374 | ▼276 | n8n-MCP | +52 | 23.2k | ~67.5k | −33% | 12 |
Model SDKs and gateways
| # | Move | Tool | Stars/wk | Stars | Downloads/wk | vs 4-wk avg | Score |
|---|---|---|---|---|---|---|---|
| 76 | ▼41 | thinking-orbs | +60 | 3.9k | ~1.4M | +44% | 69 |
| 77 | ▲6 | Headroom | +716 | 78.5k | 125.8k | +22% | 68 |
| 101 | ▲28 | LiteLLM | +460 | 62.5k | 23.1M | +4% | 63 |
| 145 | NEW | Honcho | +95 | 7.9k | 54 | ||
| 149 | ▼89 | Anthropic SDK | +24 | 4k | ~111M | +14% | 53 |
| 169 | ▼70 | Hugging Face Hub | +21 | 4k | ~68.3M | +11% | 49 |
| 180 | ▼83 | OpenAI SDK | +65 | 32k | ~141.3M | +9% | 47 |
| 184 | NEW | EverOS | +144 | 13.7k | 3.9k | −4% | 46 |
| 193 | ▼101 | Portkey Gateway | +36 | 13.3k | ~1M | +19% | 45 |
| 196 | ▼60 | BAML | +30 | 9.5k | ~533.7k | +21% | 45 |
| 207 | – | fal client | +5 | 979 | ~3.1M | +12% | 44 |
| 215 | ▼4 | OpenRouter AI SDK provider | +3 | 693 | ~4.3M | +14% | 43 |
| 243 | ▼86 | aisuite | +11 | 16.4k | 21k | +105% | 39 |
| 250 | ▼124 | Google Gen AI SDK | +10 | 4k | ~67.8M | +4% | 38 |
| 264 | NEW | @shadcn/lint | +28 | 3.3k | 36 | ||
| 269 | ▼34 | Memori | +95 | 17.3k | 3.8k | +1% | 35 |
| 296 | ▼65 | Transformers.js | +18 | 16.4k | ~4.9M | +5% | 32 |
| 297 | NEW | Outlines | +14 | 16k | 371k | +12% | 32 |
| 309 | ▼66 | Instructor | +26 | 14.1k | 2.2M | +3% | 30 |
| 322 | ▼141 | Cohere SDK | +1 | 407 | ~3.3M | +4% | 28 |
| 331 | ▼130 | Replicate SDK | +0 | 918 | ~1.2M | +5% | 26 |
| 347 | ▼192 | Together SDK | +0 | 81 | ~541.1k | +3% | 22 |
Evals and observability
| # | Move | Tool | Stars/wk | Stars | Downloads/wk | vs 4-wk avg | Score |
|---|---|---|---|---|---|---|---|
| 13 | NEW | SkillSpector | +2.3k | 23.7k | 94 | ||
| 43 | ▼31 | Judgeval | 1.1k | 80.2k | +81% | 78 | |
| 63 | NEW | A.I.G (AI-Infra-Guard) | +200 | 7.2k | 73 | ||
| 71 | ▼52 | Langfuse | +473 | 36.8k | ~9.8M | +9% | 70 |
| 75 | ▼54 | Opik | +190 | 23.1k | ~709.1k | +33% | 69 |
| 83 | ▲28 | promptfoo | +284 | 26.7k | ~1.2M | +16% | 67 |
| 144 | ▼65 | garak | +120 | 9.8k | 12.9k | +16% | 54 |
| 165 | ▼51 | MLflow | +86 | 28.6k | 5.2M | +11% | 49 |
| 177 | ▼114 | DeepEval | +127 | 19.2k | 769.5k | +4% | 47 |
| 219 | ▼115 | Arize Phoenix | +98 | 12.1k | 158.1k | +2% | 42 |
| 226 | ▼65 | Logfire | +6 | 4.5k | ~4.6M | +16% | 41 |
| 249 | ▼180 | OpenLIT | +18 | 2.9k | ~88.1k | +11% | 38 |
| 251 | ▼101 | LangSmith SDK | +1 | 1.1k | ~32.1M | +11% | 38 |
| 265 | ▼85 | Guardrails | +16 | 7.6k | 33.3k | +32% | 36 |
| 282 | ▼126 | Braintrust | +0 | 29 | ~4.2M | +10% | 34 |
| 301 | ▼141 | Inspect AI | +63 | 3.1k | 727.6k | −13% | 31 |
| 321 | NEW | Evidently | +20 | 8k | 196.7k | +5% | 28 |
| 359 | ▼189 | NeMo Guardrails | +42 | 7.4k | 109.3k | −18% | 19 |
| 360 | ▼240 | Ragas | +53 | 16.2k | 273k | −13% | 18 |
| 361 | ▼164 | Laminar | +28 | 3.5k | ~892.3k | −37% | 18 |
RAG, data and memory
| # | Move | Tool | Stars/wk | Stars | Downloads/wk | vs 4-wk avg | Score |
|---|---|---|---|---|---|---|---|
| 6 | NEW | XERJ | +3.3k | 17.9k | 97 | ||
| 29 | NEW | Memvid | +630 | 17.3k | 84 | ||
| 30 | NEW | LEANN | +569 | 13.7k | 84 | ||
| 37 | ▲16 | Graphify | +5.4k | 140k | 480.7k | +16% | 79 |
| 44 | ▼36 | MarkItDown | +1.2k | 193.2k | 4.7M | +29% | 77 |
| 91 | ▼52 | Firecrawl | +2.4k | 197.4k | ~2.9M | +3% | 65 |
| 95 | ▼67 | Mem0 | +402 | 68.2k | ~884.1k | +17% | 64 |
| 99 | NEW | Utopia | +137 | 8.7k | 64 | ||
| 105 | NEW | PageIndex | +317 | 39.9k | 62 | ||
| 115 | NEW | Knowhere | +89 | 3.9k | 60 | ||
| 124 | ▼24 | MinerU | +449 | 82.9k | 30.8k | +20% | 57 |
| 125 | ▼98 | Docling | +405 | 69.9k | 904.2k | +8% | 57 |
| 126 | ▼89 | Graphiti | +200 | 32.4k | 211k | +16% | 57 |
| 132 | ▼71 | Crawl4AI | +479 | 86.7k | 358.1k | +10% | 56 |
| 133 | NEW | MemPalace | +415 | 60.2k | 15.1k | +17% | 56 |
| 140 | ▼107 | RAGFlow | +440 | 93.3k | 55 | ||
| 167 | ▼80 | pgvector | +83 | 23.5k | 9.4M | +7% | 49 |
| 170 | ▼38 | turbopuffer | +3 | 183 | ~3.4M | +32% | 49 |
| 178 | ▼97 | Qdrant | +116 | 35.4k | ~4.5M | +5% | 47 |
| 197 | ▼191 | Orama | +6 | 10.6k | ~2.3M | +36% | 45 |
| 203 | ▼102 | Supermemory | +102 | 31.5k | ~209.2k | +11% | 44 |
| 213 | ▼26 | Milvus | +69 | 46.5k | ~1.1M | +12% | 43 |
| 220 | ▼111 | LanceDB | +59 | 11.8k | ~2.5M | +4% | 42 |
| 228 | ▼137 | cognee | +230 | 33k | 24.9k | −1% | 40 |
| 235 | ▼32 | OpenViking | +492 | 41.2k | 66.8k | −35% | 39 |
| 237 | ▼95 | LightRAG | +134 | 40.5k | 35.6k | +7% | 39 |
| 241 | NEW | zvec-grep | +46 | 4.2k | ~3.2k | +31% | 39 |
| 248 | ▼118 | Chroma | +39 | 29.6k | ~2.3M | +10% | 38 |
| 288 | ▼116 | Pinecone SDK | +3 | 456 | ~2.1M | +6% | 33 |
| 310 | ▼104 | Zep | +13 | 5k | ~259.5k | +7% | 30 |
| 317 | NEW | Zvec | +22 | 16.2k | 6.9k | +19% | 29 |
| 324 | NEW | DeepWiki-Open | +59 | 18.3k | 27 | ||
| 326 | NEW | RuVector | +26 | 4.7k | 27 | ||
| 337 | ▼120 | Exa | +2 | 237 | ~1.2M | +2% | 24 |
| 342 | ▼130 | Marker | +109 | 40.7k | 20.6k | −12% | 22 |
| 362 | ▼128 | Letta | +63 | 25.3k | ~116k | −16% | 17 |
| 365 | ▼127 | GraphRAG | +69 | 36.5k | 11.1k | −17% | 16 |
| 370 | ▼145 | Unstructured | +44 | 15.7k | 581.8k | −11% | 14 |
| 375 | NEW | Jina Reader | +25 | 12.2k | 12 |
Inference and training
| # | Move | Tool | Stars/wk | Stars | Downloads/wk | vs 4-wk avg | Score |
|---|---|---|---|---|---|---|---|
| 1 | NEW | dsh-our-free-model | +13.3k | 54.3k | 100 | ||
| 2 | NEW | magpie | +5.9k | 26.9k | 99 | ||
| 4 | NEW | Strata | +5.2k | 37.1k | 98 | ||
| 8 | NEW | edge0 | +1.9k | 8.9k | 96 | ||
| 32 | ▲19 | OmniRoute | +2.5k | 83.2k | ~106k | +55% | 82 |
| 33 | NEW | CLIProxyAPI | +904 | 57.1k | 81 | ||
| 46 | NEW | codex-chatgpt-web | +393 | 15.3k | 77 | ||
| 47 | NEW | 9Router | +413 | 31.8k | ~108.8k | +84% | 76 |
| 56 | ▼16 | vLLM | +658 | 96k | 677.2k | +43% | 74 |
| 66 | NEW | audio.cpp | +158 | 3.9k | 72 | ||
| 78 | NEW | Sub2API | +438 | 45.2k | 68 | ||
| 109 | ▼91 | llama.cpp | +719 | 133k | 61 | ||
| 117 | ▼104 | LibreChat | +317 | 46.6k | 59 | ||
| 134 | ▼44 | Transformers | +308 | 168.4k | 27.8M | +11% | 56 |
| 136 | ▼60 | FlashInfer | +56 | 6.8k | 938.6k | +18% | 56 |
| 159 | NEW | TurboFieldfare | +77 | 7.1k | 50 | ||
| 162 | ▼95 | AnythingLLM | +265 | 67.8k | 49 | ||
| 166 | NEW | kimi-k3-in-c | +84 | 9.3k | 49 | ||
| 195 | ▼147 | Dynamo | +32 | 8.4k | 20.7k | +60% | 45 |
| 201 | ▼175 | LocalAI | +179 | 50.1k | 44 | ||
| 212 | ▼127 | MLX | +74 | 29k | 356.9k | +13% | 43 |
| 217 | NEW | Laya | +582 | 34.8k | 54.5k | −28% | 42 |
| 223 | ▼99 | SGLang | +571 | 38.3k | 336.7k | −18% | 41 |
| 229 | NEW | Rapid-MLX | +50 | 4.1k | 2.1k | +16% | 40 |
| 231 | ▼42 | LMDeploy | +11 | 8.1k | 13.7k | +145% | 40 |
| 247 | NEW | GPUStack | +46 | 5.9k | 38 | ||
| 252 | ▼48 | Jan | +136 | 45.2k | 37 | ||
| 255 | NEW | Lemonade | +46 | 6k | 37 | ||
| 258 | ▼121 | Ollama | +867 | 185.5k | ~4M | −2% | 36 |
| 274 | ▼203 | BentoML | +11 | 8.9k | 51.1k | +29% | 35 |
| 283 | ▼120 | Open WebUI | +717 | 157.4k | 158.6k | −17% | 33 |
| 292 | ▼134 | Unsloth | +342 | 78.9k | 170.5k | −7% | 32 |
| 295 | NEW | MTPLX | +27 | 2.7k | 443 | −45% | 32 |
| 303 | ▼137 | PEFT | +20 | 21.9k | 2.2M | +6% | 31 |
| 308 | NEW | OpenVINO | +38 | 11.1k | 228.8k | +3% | 30 |
| 312 | ▼143 | exo | +103 | 48.1k | 29 | ||
| 315 | NEW | KServe | +26 | 6.2k | 13k | +8% | 29 |
| 319 | ▼167 | verl | +78 | 24.1k | 4.2k | −3% | 28 |
| 320 | ▼234 | MLX LM | +55 | 7.5k | 137k | −1% | 28 |
| 343 | ▼179 | LLaMA-Factory | +97 | 75.8k | 3.3k | −24% | 22 |
| 346 | NEW | Laya-MLX | +32 | 7.1k | 724 | −60% | 22 |
| 353 | NEW | GPT4All | +-10 | 77.3k | 11.9k | +11% | 21 |
| 355 | ▼242 | TensorRT-LLM | +45 | 15k | 1.3k | −42% | 20 |
| 358 | ▼165 | llamafile | +54 | 26.5k | 19 | ||
| 366 | ▼137 | TRL | +45 | 19.6k | 536k | −2% | 16 |
Browser and computer use
| # | Move | Tool | Stars/wk | Stars | Downloads/wk | vs 4-wk avg | Score |
|---|---|---|---|---|---|---|---|
| 16 | NEW | ego lite | +1.7k | 21k | 92 | ||
| 19 | NEW | Moli | +1.4k | 21.9k | 91 | ||
| 40 | ▼38 | Cua | +547 | 31.4k | 78 | ||
| 49 | NEW | Browser Harness | +172 | 18.8k | 3.3M | +62% | 76 |
| 57 | NEW | Jev Ultrafast | +394 | 24k | 74 | ||
| 128 | ▼23 | Stagehand | +88 | 25.9k | ~3M | +22% | 57 |
| 183 | ▼62 | Steel Browser | +33 | 7.9k | ~158.7k | +26% | 47 |
| 209 | ▼94 | Agent S | +109 | 12.8k | 349 | −18% | 43 |
| 222 | NEW | Stealth Browser MCP | +39 | 3.3k | 42 | ||
| 225 | ▼187 | Page Agent | +50 | 29.6k | ~44.2k | +35% | 41 |
| 293 | ▼78 | UI-TARS Desktop | +104 | 39.5k | 32 | ||
| 298 | ▼147 | Browser Use | +607 | 119.7k | 1.5M | −17% | 31 |
| 340 | ▼114 | Skyvern | +61 | 23.3k | 1k | −28% | 23 |
| 348 | ▼152 | Midscene | +67 | 15.5k | ~67.9k | −17% | 21 |
| 349 | ▼208 | Nanobrowser | +42 | 14.2k | 21 | ||
| 371 | ▼173 | Browserless | +31 | 13.9k | 14 |
Voice and realtime
| # | Move | Tool | Stars/wk | Stars | Downloads/wk | vs 4-wk avg | Score |
|---|---|---|---|---|---|---|---|
| 58 | ▼42 | faster-whisper | +239 | 26.4k | 4.4M | +29% | 74 |
| 65 | ▼54 | Kokoro | +170 | 9.8k | 150.7k | +50% | 72 |
| 80 | ▼35 | Chatterbox | +274 | 27.5k | 73.2k | +44% | 68 |
| 81 | NEW | VoiceMem | +116 | 2.8k | 68 | ||
| 111 | ▼97 | Pipecat | +182 | 17k | 348.5k | +13% | 61 |
| 112 | ▼90 | WhisperX | +152 | 25k | 158.6k | +37% | 61 |
| 122 | ▼3 | LiveKit Agents | +102 | 15k | ~2.4M | +14% | 58 |
| 150 | ▼106 | Whisper | +446 | 111.7k | 1.5M | +4% | 52 |
| 168 | NEW | Qwen Audio Agent | +69 | 3.1k | ~2k | +211% | 49 |
| 173 | ▼70 | ElevenLabs SDK | +16 | 3.2k | ~4M | +15% | 48 |
| 188 | ▼53 | F5-TTS | +47 | 15.5k | 25.1k | +56% | 46 |
| 233 | NEW | AssemblyAI SDK | +0 | 213 | ~1.7M | +22% | 40 |
| 270 | ▼76 | Moshi | +67 | 11.4k | 4.6k | +14% | 35 |
| 273 | NEW | Vexa | +26 | 2.9k | 35 | ||
| 289 | ▼127 | Deepgram SDK | +0 | 469 | ~2.2M | +10% | 33 |
| 305 | ▼131 | Cartesia SDK | +2 | 137 | ~351.2k | +10% | 31 |
| 352 | ▼110 | Vapi Web SDK | +1 | 70 | ~319.8k | +3% | 21 |
Sandboxes and runtimes
| # | Move | Tool | Stars/wk | Stars | Downloads/wk | vs 4-wk avg | Score |
|---|---|---|---|---|---|---|---|
| 59 | ▼50 | OpenSandbox | +206 | 16.3k | 328.9k | +68% | 74 |
| 100 | ▲34 | microsandbox | +91 | 8.9k | 26.8k | +138% | 64 |
| 103 | ▼79 | E2B | +98 | 14.6k | ~5M | +20% | 63 |
| 129 | NEW | Agent Sandbox | +80 | 4.5k | 57 | ||
| 154 | ▼47 | Trigger.dev | +53 | 16.7k | ~1.7M | +24% | 52 |
| 206 | ▼111 | Inngest | +21 | 6k | ~3.7M | +11% | 44 |
| 216 | ▼100 | Cloudflare Sandbox SDK | +1 | 1.2k | ~1.2M | +40% | 43 |
| 232 | ▼110 | Vercel Sandbox | +3 | 218 | ~7.7M | +9% | 40 |
| 276 | ▼58 | Daytona | +-72 | 71.4k | ~980.1k | +17% | 35 |
| 281 | ▼86 | Modal | +3 | 531 | 11.1M | +2% | 34 |
Held back this week
iFixAi (+6.7k stars), Open SEO MCP Skills (+1.3k stars), Google Ads & Meta Ads MCP (+787 stars): big star jumps without forks, downloads or Hacker News to back them.
Devtoolwatch is an independent weekly email. Stars come from daily GitHub snapshots, downloads from npm and PyPI; downloads include CI and bots. Questions or corrections: [email protected].
