{ "last_updated": "2026-08-10T10:42:32Z", "total_agents_evaluated": 200, "leaderboard": [ { "rank": 1, "agent_name": "cline", "developer": "cline", "repository_url": "https://github.com/cline/cline", "description": "Autonomous coding agent as an SDK, IDE extension, or CLI assistant.", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 87.7, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 65950, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 89.31 } }, { "rank": 2, "agent_name": "agentic-awesome-skills", "developer": "sickn33", "repository_url": "https://github.com/sickn33/agentic-awesome-skills", "description": "AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,005+ agentic skills. Includes CLI, local MCP, catalog, plugins, and Workbench.", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 87.4, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 44716, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 87.76 } }, { "rank": 3, "agent_name": "ppt-master", "developer": "hugohe3", "repository_url": "https://github.com/hugohe3/ppt-master", "description": "AI turns documents or topics into real, native PowerPoint decks—with native shapes, transitions and animations, data-backed charts and tables on demand, audio narration from speaker notes, and support for your own .pptx templates. · by Hugo He", "category": "Autonomous Agent", "is_new_this_week": false, "overall_score": 87.3, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 44259, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 86.68 } }, { "rank": 4, "agent_name": "ECC", "developer": "affaan-m", "repository_url": "https://github.com/affaan-m/ECC", "description": "The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 87.0, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 239111, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 96.85 } }, { "rank": 5, "agent_name": "AutoGPT", "developer": "Significant-Gravitas", "repository_url": "https://github.com/Significant-Gravitas/AutoGPT", "description": "AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.", "category": "Autonomous Agent", "is_new_this_week": false, "overall_score": 87.0, "performance_metrics": { "tool_selection_quality_pct": 51.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 186483, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 96.37 } }, { "rank": 6, "agent_name": "scientific-agent-skills", "developer": "K-Dense-AI", "repository_url": "https://github.com/K-Dense-AI/scientific-agent-skills", "description": "Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 170,000+ scientists worldwide. 158 ready-to-use skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and t", "category": "Research & Reasoning", "is_new_this_week": false, "overall_score": 87.0, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 33108, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 85.44 } }, { "rank": 7, "agent_name": "openclaw", "developer": "openclaw", "repository_url": "https://github.com/openclaw/openclaw", "description": "Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞 ", "category": "General AI Agent", "is_new_this_week": false, "overall_score": 86.7, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 385748, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 100.0 } }, { "rank": 8, "agent_name": "n8n", "developer": "n8n-io", "repository_url": "https://github.com/n8n-io/n8n", "description": "Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.", "category": "Workflow Orchestration", "is_new_this_week": false, "overall_score": 86.6, "performance_metrics": { "tool_selection_quality_pct": 69.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 200056, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 97.1 } }, { "rank": 9, "agent_name": "cherry-studio", "developer": "CherryHQ", "repository_url": "https://github.com/CherryHQ/cherry-studio", "description": "AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs", "category": "Chatbot & Conversational", "is_new_this_week": false, "overall_score": 86.6, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 50216, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 87.61 } }, { "rank": 10, "agent_name": "dify", "developer": "langgenius", "repository_url": "https://github.com/langgenius/dify", "description": "Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.", "category": "Workflow Orchestration", "is_new_this_week": false, "overall_score": 86.5, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 151942, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 94.48 } }, { "rank": 11, "agent_name": "page-agent", "developer": "alibaba", "repository_url": "https://github.com/alibaba/page-agent", "description": "JavaScript in-page GUI agent. Control web interfaces with natural language.", "category": "Browser & Computer Use", "is_new_this_week": false, "overall_score": 86.4, "performance_metrics": { "tool_selection_quality_pct": 59.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 28563, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.46 } }, { "rank": 12, "agent_name": "langchain", "developer": "langchain-ai", "repository_url": "https://github.com/langchain-ai/langchain", "description": "The agent engineering platform.", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 86.3, "performance_metrics": { "tool_selection_quality_pct": 59.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 143868, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 94.28 } }, { "rank": 13, "agent_name": "ai", "developer": "vercel", "repository_url": "https://github.com/vercel/ai", "description": "The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents ", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 86.1, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 26113, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 85.32 } }, { "rank": 14, "agent_name": "DeepSeek-Reasonix", "developer": "esengine", "repository_url": "https://github.com/esengine/DeepSeek-Reasonix", "description": "DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 85.9, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.0 }, "community_mindshare": { "github_stars": 33616, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.79 } }, { "rank": 15, "agent_name": "jan", "developer": "janhq", "repository_url": "https://github.com/janhq/jan", "description": "Jan is an open source alternative to ChatGPT that runs 100% offline on your computer.", "category": "Chatbot & Conversational", "is_new_this_week": false, "overall_score": 85.8, "performance_metrics": { "tool_selection_quality_pct": 59.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 43944, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 86.29 } }, { "rank": 16, "agent_name": "Agent-Reach", "developer": "Panniantong", "repository_url": "https://github.com/Panniantong/Agent-Reach", "description": "Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.", "category": "Browser & Computer Use", "is_new_this_week": false, "overall_score": 85.7, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 94.2 }, "community_mindshare": { "github_stars": 70046, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 88.87 } }, { "rank": 17, "agent_name": "career-ops", "developer": "santifer", "repository_url": "https://github.com/santifer/career-ops", "description": "Open-source AI job search: scan job portals, evaluate listings with a structured A-F rubric into a 1.0-5.0 score, tailor your CV, track applications — runs locally in your AI coding CLI (Claude Code, Codex, OpenCode, Antigravity…)", "category": "Autonomous Agent", "is_new_this_week": false, "overall_score": 85.6, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 63367, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 90.17 } }, { "rank": 18, "agent_name": "llama_index", "developer": "run-llama", "repository_url": "https://github.com/run-llama/llama_index", "description": "LlamaIndex is the leading document agent and OCR platform", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 85.5, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 51528, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 88.61 } }, { "rank": 19, "agent_name": "last30days-skill", "developer": "mvanhorn", "repository_url": "https://github.com/mvanhorn/last30days-skill", "description": "AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary", "category": "Research & Reasoning", "is_new_this_week": false, "overall_score": 85.5, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 94.2 }, "community_mindshare": { "github_stars": 57794, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 88.22 } }, { "rank": 20, "agent_name": "smolagents", "developer": "huggingface", "repository_url": "https://github.com/huggingface/smolagents", "description": "🤗 smolagents: a barebones library for agents that think in code.", "category": "Multi-Modal Agent", "is_new_this_week": false, "overall_score": 85.5, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 28739, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 82.58 } }, { "rank": 21, "agent_name": "cal.diy", "developer": "calcom", "repository_url": "https://github.com/calcom/cal.diy", "description": "Scheduling infrastructure for absolutely everyone.", "category": "Workflow Orchestration", "is_new_this_week": false, "overall_score": 85.4, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 47396, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 89.29 } }, { "rank": 22, "agent_name": "WrenAI", "developer": "Canner", "repository_url": "https://github.com/Canner/WrenAI", "description": "GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.", "category": "Data & Analytics", "is_new_this_week": false, "overall_score": 85.4, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 17209, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 82.17 } }, { "rank": 23, "agent_name": "OpenMontage", "developer": "calesthio", "repository_url": "https://github.com/calesthio/OpenMontage", "description": "World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.", "category": "Multi-Modal Agent", "is_new_this_week": false, "overall_score": 85.3, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 94.2 }, "community_mindshare": { "github_stars": 46524, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 86.91 } }, { "rank": 24, "agent_name": "agents", "developer": "wshobson", "repository_url": "https://github.com/wshobson/agents", "description": "Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 85.3, "performance_metrics": { "tool_selection_quality_pct": 51.2, "autonomous_iteration_avg_steps": 17.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.0 }, "community_mindshare": { "github_stars": 38673, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 85.86 } }, { "rank": 25, "agent_name": "hermes-agent", "developer": "NousResearch", "repository_url": "https://github.com/NousResearch/hermes-agent", "description": "The agent that grows with you", "category": "General AI Agent", "is_new_this_week": false, "overall_score": 85.2, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 228167, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 97.05 } }, { "rank": 26, "agent_name": "learn-claude-code", "developer": "shareAI-lab", "repository_url": "https://github.com/shareAI-lab/learn-claude-code", "description": "Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 85.2, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 92.4 }, "community_mindshare": { "github_stars": 73733, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 89.3 } }, { "rank": 27, "agent_name": "deer-flow", "developer": "bytedance", "repository_url": "https://github.com/bytedance/deer-flow", "description": "An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 85.1, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 79653, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 90.75 } }, { "rank": 28, "agent_name": "crewAI", "developer": "crewAIInc", "repository_url": "https://github.com/crewAIInc/crewAI", "description": "Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 85.1, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 92.4 }, "community_mindshare": { "github_stars": 56892, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 89.01 } }, { "rank": 29, "agent_name": "OmniRoute", "developer": "diegosouzapw", "repository_url": "https://github.com/diegosouzapw/OmniRoute", "description": "Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, OpenAI, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A,", "category": "DevOps & Infrastructure", "is_new_this_week": false, "overall_score": 85.1, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 44700, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 87.61 } }, { "rank": 30, "agent_name": "lobehub", "developer": "lobehub", "repository_url": "https://github.com/lobehub/lobehub", "description": "🤯 LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.", "category": "Workflow Orchestration", "is_new_this_week": false, "overall_score": 85.0, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 81461, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 91.49 } }, { "rank": 31, "agent_name": "openclaude", "developer": "Gitlawb", "repository_url": "https://github.com/Gitlawb/openclaude", "description": "runs anywhere. uses anything", "category": "General AI Agent", "is_new_this_week": false, "overall_score": 85.0, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 30601, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 86.94 } }, { "rank": 32, "agent_name": "ToolJet", "developer": "ToolJet", "repository_url": "https://github.com/ToolJet/ToolJet", "description": "ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 84.9, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 38312, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 86.8 } }, { "rank": 33, "agent_name": "semantic-kernel", "developer": "microsoft", "repository_url": "https://github.com/microsoft/semantic-kernel", "description": "Integrate cutting-edge LLM technology quickly and easily into your apps", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 84.9, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 28437, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 85.32 } }, { "rank": 34, "agent_name": "sim", "developer": "simstudioai", "repository_url": "https://github.com/simstudioai/sim", "description": "Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce.", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 84.9, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 29392, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 85.27 } }, { "rank": 35, "agent_name": "crush", "developer": "charmbracelet", "repository_url": "https://github.com/charmbracelet/crush", "description": "Glamourous agentic coding for all 💘", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 84.9, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 27240, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 83.99 } }, { "rank": 36, "agent_name": "langgraph", "developer": "langchain-ai", "repository_url": "https://github.com/langchain-ai/langgraph", "description": "Build resilient agents.", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 84.8, "performance_metrics": { "tool_selection_quality_pct": 49.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 39356, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 87.21 } }, { "rank": 37, "agent_name": "posthog", "developer": "PostHog", "repository_url": "https://github.com/PostHog/posthog", "description": ":hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Stee", "category": "Data & Analytics", "is_new_this_week": false, "overall_score": 84.8, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 37596, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 85.85 } }, { "rank": 38, "agent_name": "dspy", "developer": "stanfordnlp", "repository_url": "https://github.com/stanfordnlp/dspy", "description": "DSPy: The framework for programming—not prompting—language models", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 84.8, "performance_metrics": { "tool_selection_quality_pct": 59.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 36990, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 85.59 } }, { "rank": 39, "agent_name": "OpenCLI", "developer": "jackwener", "repository_url": "https://github.com/jackwener/OpenCLI", "description": "Make Any Website into CLI & Use your logged-in browser by AI agent. ", "category": "Browser & Computer Use", "is_new_this_week": false, "overall_score": 84.8, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 94.2 }, "community_mindshare": { "github_stars": 28005, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.54 } }, { "rank": 40, "agent_name": "deepagents", "developer": "langchain-ai", "repository_url": "https://github.com/langchain-ai/deepagents", "description": "The batteries-included agent harness.", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 84.7, "performance_metrics": { "tool_selection_quality_pct": 51.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 27592, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.96 } }, { "rank": 41, "agent_name": "kestra", "developer": "kestra-io", "repository_url": "https://github.com/kestra-io/kestra", "description": "Event Driven Orchestration & Scheduling Platform for Mission Critical Applications", "category": "Workflow Orchestration", "is_new_this_week": false, "overall_score": 84.7, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 27704, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.58 } }, { "rank": 42, "agent_name": "cc-haha", "developer": "NanmiCoder", "repository_url": "https://github.com/NanmiCoder/cc-haha", "description": "Local-first cross-platform desktop workspace for Claude Code / agents: multi-agent, Git worktrees, code diffs, skill marketplace, multi-model, Computer Use, task-aware desktop pets, with WeChat, Feishu, DingTalk, Telegram, WhatsApp and H5 access.", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 84.7, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 94.2 }, "community_mindshare": { "github_stars": 14021, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.04 } }, { "rank": 43, "agent_name": "pydantic-ai", "developer": "pydantic", "repository_url": "https://github.com/pydantic/pydantic-ai", "description": "AI Agent Framework, the Pydantic way", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 84.7, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 19187, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 83.0 } }, { "rank": 44, "agent_name": "cognee", "developer": "topoteretes", "repository_url": "https://github.com/topoteretes/cognee", "description": "Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.", "category": "Data & Analytics", "is_new_this_week": false, "overall_score": 84.6, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 29907, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.87 } }, { "rank": 45, "agent_name": "budibase", "developer": "Budibase", "repository_url": "https://github.com/Budibase/budibase", "description": "AI agents, automations and apps that run your operations. Model agnostic.", "category": "Workflow Orchestration", "is_new_this_week": false, "overall_score": 84.6, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 28191, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.16 } }, { "rank": 46, "agent_name": "ruflo", "developer": "ruvnet", "repository_url": "https://github.com/ruvnet/ruflo", "description": "🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 84.5, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.0 }, "community_mindshare": { "github_stars": 67538, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 89.62 } }, { "rank": 47, "agent_name": "anything-llm", "developer": "Mintplex-Labs", "repository_url": "https://github.com/Mintplex-Labs/anything-llm", "description": "Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience ", "category": "Chatbot & Conversational", "is_new_this_week": false, "overall_score": 84.5, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 64547, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 89.01 } }, { "rank": 48, "agent_name": "signoz", "developer": "SigNoz", "repository_url": "https://github.com/SigNoz/signoz", "description": "SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) i", "category": "DevOps & Infrastructure", "is_new_this_week": false, "overall_score": 84.5, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 31812, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.77 } }, { "rank": 49, "agent_name": "headroom", "developer": "headroomlabs-ai", "repository_url": "https://github.com/headroomlabs-ai/headroom", "description": "Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.", "category": "DevOps & Infrastructure", "is_new_this_week": false, "overall_score": 84.4, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 65731, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 88.68 } }, { "rank": 50, "agent_name": "ai-engineering-from-scratch", "developer": "rohitg00", "repository_url": "https://github.com/rohitg00/ai-engineering-from-scratch", "description": "Learn it. Build it. Ship it for others.", "category": "General AI Agent", "is_new_this_week": false, "overall_score": 84.4, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.0 }, "community_mindshare": { "github_stars": 46420, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 88.27 } }, { "rank": 51, "agent_name": "gemini-cli", "developer": "google-gemini", "repository_url": "https://github.com/google-gemini/gemini-cli", "description": "An open-source AI agent that brings the power of Gemini directly into your terminal.", "category": "General AI Agent", "is_new_this_week": false, "overall_score": 84.3, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 106435, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 92.29 } }, { "rank": 52, "agent_name": "agent-skills", "developer": "addyosmani", "repository_url": "https://github.com/addyosmani/agent-skills", "description": "Production-grade engineering skills for AI coding agents.", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 84.3, "performance_metrics": { "tool_selection_quality_pct": 51.2, "autonomous_iteration_avg_steps": 17.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 91.4 }, "community_mindshare": { "github_stars": 85435, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 90.59 } }, { "rank": 53, "agent_name": "nanoclaw", "developer": "nanocoai", "repository_url": "https://github.com/nanocoai/nanoclaw", "description": "A lightweight alternative to OpenClaw that runs in containers for security. Connects to WhatsApp, Telegram, Slack, Discord, Gmail and other messaging apps,, has memory, scheduled jobs, and runs directly on Anthropic's Agents SDK", "category": "Chatbot & Conversational", "is_new_this_week": false, "overall_score": 84.2, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 30478, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 87.57 } }, { "rank": 54, "agent_name": "daily_stock_analysis", "developer": "ZhuLinsen", "repository_url": "https://github.com/ZhuLinsen/daily_stock_analysis", "description": "LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.", "category": "Data & Analytics", "is_new_this_week": false, "overall_score": 84.1, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 94.2 }, "community_mindshare": { "github_stars": 61649, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 92.59 } }, { "rank": 55, "agent_name": "goose", "developer": "aaif-goose", "repository_url": "https://github.com/aaif-goose/goose", "description": "an open source, extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 84.1, "performance_metrics": { "tool_selection_quality_pct": 59.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 52623, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 88.19 } }, { "rank": 56, "agent_name": "tidb", "developer": "pingcap", "repository_url": "https://github.com/pingcap/tidb", "description": "TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.", "category": "Data & Analytics", "is_new_this_week": false, "overall_score": 84.1, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 40412, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 87.31 } }, { "rank": 57, "agent_name": "Vibe-Trading", "developer": "HKUDS", "repository_url": "https://github.com/HKUDS/Vibe-Trading", "description": "\"Vibe-Trading: Your Personal Trading Agent\"", "category": "Autonomous Agent", "is_new_this_week": false, "overall_score": 84.1, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 30510, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 85.88 } }, { "rank": 58, "agent_name": "gpt-researcher", "developer": "assafelovic", "repository_url": "https://github.com/assafelovic/gpt-researcher", "description": "An autonomous agent that conducts deep research on any data using any LLM providers", "category": "Research & Reasoning", "is_new_this_week": false, "overall_score": 84.1, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 28910, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 82.72 } }, { "rank": 59, "agent_name": "ollama", "developer": "ollama", "repository_url": "https://github.com/ollama/ollama", "description": "Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.", "category": "DevOps & Infrastructure", "is_new_this_week": false, "overall_score": 84.0, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 92.4 }, "community_mindshare": { "github_stars": 178185, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 94.48 } }, { "rank": 60, "agent_name": "langflow", "developer": "langflow-ai", "repository_url": "https://github.com/langflow-ai/langflow", "description": "Langflow is a powerful tool for building and deploying AI-powered agents and workflows.", "category": "Workflow Orchestration", "is_new_this_week": false, "overall_score": 84.0, "performance_metrics": { "tool_selection_quality_pct": 69.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 153012, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 92.93 } }, { "rank": 61, "agent_name": "awesome-copilot", "developer": "github", "repository_url": "https://github.com/github/awesome-copilot", "description": "Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 84.0, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 37640, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 86.57 } }, { "rank": 62, "agent_name": "hyperframes", "developer": "heygen-com", "repository_url": "https://github.com/heygen-com/hyperframes", "description": "Write HTML. Render video. Built for agents.", "category": "Multi-Modal Agent", "is_new_this_week": false, "overall_score": 84.0, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 40326, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 86.45 } }, { "rank": 63, "agent_name": "composio", "developer": "ComposioHQ", "repository_url": "https://github.com/ComposioHQ/composio", "description": "Composio powers 1000+ toolkits, tool search, context management, authentication, and a sandboxed workbench to help you build AI agents that turn intent into action.", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 84.0, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 29612, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 85.69 } }, { "rank": 64, "agent_name": "edict", "developer": "cft0808", "repository_url": "https://github.com/cft0808/edict", "description": "🏛️ 三省六部制 · OpenClaw Multi-Agent Orchestration System — 9 specialized AI agents with real-time dashboard, model config, and full audit trails", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 84.0, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 16345, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 81.09 } }, { "rank": 65, "agent_name": "ponytail", "developer": "DietrichGebert", "repository_url": "https://github.com/DietrichGebert/ponytail", "description": "Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 83.9, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 88.4 }, "community_mindshare": { "github_stars": 99799, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 90.13 } }, { "rank": 66, "agent_name": "mem0", "developer": "mem0ai", "repository_url": "https://github.com/mem0ai/mem0", "description": "Universal memory layer for AI Agents", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 83.9, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 62928, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 88.98 } }, { "rank": 67, "agent_name": "openinterpreter", "developer": "openinterpreter", "repository_url": "https://github.com/openinterpreter/openinterpreter", "description": "A coding agent for open models like Kimi K3", "category": "Browser & Computer Use", "is_new_this_week": false, "overall_score": 83.9, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 67934, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 88.96 } }, { "rank": 68, "agent_name": "zeroclaw", "developer": "zeroclaw-labs", "repository_url": "https://github.com/zeroclaw-labs/zeroclaw", "description": "Fast, small, and fully autonomous AI personal assistant infrastructure, any OS, any platform — deploy anywhere, swap anything 🦀", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 83.9, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 32549, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 86.1 } }, { "rank": 69, "agent_name": "openhuman", "developer": "tinyhumansai", "repository_url": "https://github.com/tinyhumansai/openhuman", "description": "Your Personal AI super intelligence. A brain that builds a local-first memory of your life, a fantastic orchestrator of agent fleets and workflows, and a deep researcher.", "category": "General AI Agent", "is_new_this_week": false, "overall_score": 83.9, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 36142, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 85.93 } }, { "rank": 70, "agent_name": "planning-with-files", "developer": "OthmanAdi", "repository_url": "https://github.com/OthmanAdi/planning-with-files", "description": "Persistent file-based planning for AI coding agents and long-running tasks. Crash-proof markdown plans, session recovery after /clear and compaction, per-turn re-injection against context rot, deterministic completion gate. Manus-style. Install from npm, the Claude Code plugin marketplace, or npx sk", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 83.9, "performance_metrics": { "tool_selection_quality_pct": 51.2, "autonomous_iteration_avg_steps": 17.5, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 94.2 }, "community_mindshare": { "github_stars": 26079, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 83.76 } }, { "rank": 71, "agent_name": "UI-TARS-desktop", "developer": "bytedance", "repository_url": "https://github.com/bytedance/UI-TARS-desktop", "description": "The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra", "category": "Browser & Computer Use", "is_new_this_week": false, "overall_score": 83.8, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 38537, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 85.75 } }, { "rank": 72, "agent_name": "firecrawl", "developer": "firecrawl", "repository_url": "https://github.com/firecrawl/firecrawl", "description": "The context API to search, scrape, and interact with the web at scale. 🔥", "category": "Browser & Computer Use", "is_new_this_week": false, "overall_score": 83.7, "performance_metrics": { "tool_selection_quality_pct": 51.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 92.4 }, "community_mindshare": { "github_stars": 164516, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 93.08 } }, { "rank": 73, "agent_name": "claude-mem", "developer": "thedotmack", "repository_url": "https://github.com/thedotmack/claude-mem", "description": "Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 83.7, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 94.2 }, "community_mindshare": { "github_stars": 90277, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 90.62 } }, { "rank": 74, "agent_name": "activepieces", "developer": "activepieces", "repository_url": "https://github.com/activepieces/activepieces", "description": "AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents", "category": "Workflow Orchestration", "is_new_this_week": false, "overall_score": 83.6, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 23695, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.6 } }, { "rank": 75, "agent_name": "kilocode", "developer": "Kilo-Org", "repository_url": "https://github.com/Kilo-Org/kilocode", "description": "Kilo is the all-in-one agentic engineering platform. Build, ship, and iterate faster with the most popular open source coding agent.", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 83.6, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 26805, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.55 } }, { "rank": 76, "agent_name": "FinceptTerminal", "developer": "Fincept-Corporation", "repository_url": "https://github.com/Fincept-Corporation/FinceptTerminal", "description": "FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making in a user-friendly environment.", "category": "Data & Analytics", "is_new_this_week": false, "overall_score": 83.6, "performance_metrics": { "tool_selection_quality_pct": 51.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 30070, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 83.9 } }, { "rank": 77, "agent_name": "CowAgent", "developer": "zhayujie", "repository_url": "https://github.com/zhayujie/CowAgent", "description": "Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line install. (formerly chatgpt-on-wechat)", "category": "Chatbot & Conversational", "is_new_this_week": false, "overall_score": 83.5, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 94.2 }, "community_mindshare": { "github_stars": 46442, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 88.7 } }, { "rank": 78, "agent_name": "conductor", "developer": "conductor-oss", "repository_url": "https://github.com/conductor-oss/conductor", "description": "Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents", "category": "Workflow Orchestration", "is_new_this_week": false, "overall_score": 83.5, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 32072, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 82.99 } }, { "rank": 79, "agent_name": "agency-agents", "developer": "msitarzewski", "repository_url": "https://github.com/msitarzewski/agency-agents", "description": "A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.", "category": "General AI Agent", "is_new_this_week": false, "overall_score": 83.4, "performance_metrics": { "tool_selection_quality_pct": 31.2, "autonomous_iteration_avg_steps": 15.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.0 }, "community_mindshare": { "github_stars": 141320, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 93.81 } }, { "rank": 80, "agent_name": "pi", "developer": "earendil-works", "repository_url": "https://github.com/earendil-works/pi", "description": "AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 83.4, "performance_metrics": { "tool_selection_quality_pct": 51.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 92.4 }, "community_mindshare": { "github_stars": 86381, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 91.01 } }, { "rank": 81, "agent_name": "LibreChat", "developer": "danny-avila", "repository_url": "https://github.com/danny-avila/LibreChat", "description": "Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model switching, message search, Code Interpreter, langchain, DALL-E-3, OpenAPI Actions, Functions, Secure Multi-User A", "category": "Chatbot & Conversational", "is_new_this_week": false, "overall_score": 83.4, "performance_metrics": { "tool_selection_quality_pct": 51.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 100.0 }, "community_mindshare": { "github_stars": 41875, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 88.02 } }, { "rank": 82, "agent_name": "NemoClaw", "developer": "NVIDIA", "repository_url": "https://github.com/NVIDIA/NemoClaw", "description": "Run agents like Hermes, LangChain Deep Agents, and OpenClaw more securely inside NVIDIA OpenShell with managed inference", "category": "DevOps & Infrastructure", "is_new_this_week": false, "overall_score": 83.4, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 22111, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 83.84 } }, { "rank": 83, "agent_name": "ragflow", "developer": "infiniflow", "repository_url": "https://github.com/infiniflow/ragflow", "description": "RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs", "category": "Data & Analytics", "is_new_this_week": false, "overall_score": 83.3, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 92.4 }, "community_mindshare": { "github_stars": 87173, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 90.97 } }, { "rank": 84, "agent_name": "open-design", "developer": "nexu-io", "repository_url": "https://github.com/nexu-io/open-design", "description": "🎨 The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes, landing pages, dashboards, slides, images & video — real files, HTML/PDF/PPTX/MP4 export. 🤖 Claude Code / Codex / Cursor / Gemini / OpenCode / Qwen & 20+ CLIs via BYOK", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 83.3, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 92.4 }, "community_mindshare": { "github_stars": 84827, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 90.81 } }, { "rank": 85, "agent_name": "oh-my-openagent", "developer": "code-yeongyu", "repository_url": "https://github.com/code-yeongyu/oh-my-openagent", "description": "omo/lazycodex: The coding agent for tokenmaxxers;the one and only agent harness for complex codebases. For your Codex, for your OpenCode", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 83.3, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 94.2 }, "community_mindshare": { "github_stars": 67591, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 88.95 } }, { "rank": 86, "agent_name": "qlib", "developer": "microsoft", "repository_url": "https://github.com/microsoft/qlib", "description": "Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github", "category": "Data & Analytics", "is_new_this_week": false, "overall_score": 83.3, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 47240, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 86.2 } }, { "rank": 87, "agent_name": "adk-python", "developer": "google", "repository_url": "https://github.com/google/adk-python", "description": "An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 83.3, "performance_metrics": { "tool_selection_quality_pct": 59.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 21062, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.09 } }, { "rank": 88, "agent_name": "agentmemory", "developer": "rohitg00", "repository_url": "https://github.com/rohitg00/agentmemory", "description": "#1 Persistent memory for AI coding agents based on real-world benchmarks", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 83.3, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.0 }, "community_mindshare": { "github_stars": 26821, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.05 } }, { "rank": 89, "agent_name": "jcode", "developer": "1jehuang", "repository_url": "https://github.com/1jehuang/jcode", "description": "The most RAM efficient harness", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 83.3, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.02, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 91.4 }, "community_mindshare": { "github_stars": 16685, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 82.0 } }, { "rank": 90, "agent_name": "continue", "developer": "continuedev", "repository_url": "https://github.com/continuedev/continue", "description": "open-source coding agent", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 83.2, "performance_metrics": { "tool_selection_quality_pct": 67.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 35423, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 86.52 } }, { "rank": 91, "agent_name": "mlflow", "developer": "mlflow", "repository_url": "https://github.com/mlflow/mlflow", "description": "The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.", "category": "DevOps & Infrastructure", "is_new_this_week": false, "overall_score": 83.2, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 27446, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 85.88 } }, { "rank": 92, "agent_name": "openai-agents-python", "developer": "openai", "repository_url": "https://github.com/openai/openai-agents-python", "description": "A lightweight, powerful framework for multi-agent workflows", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 83.2, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 28533, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 85.47 } }, { "rank": 93, "agent_name": "oh-my-pi", "developer": "can1357", "repository_url": "https://github.com/can1357/oh-my-pi", "description": "⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 83.2, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.0 }, "community_mindshare": { "github_stars": 23455, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 83.52 } }, { "rank": 94, "agent_name": "hive", "developer": "aden-hive", "repository_url": "https://github.com/aden-hive/hive", "description": "Multi-Agent Harness for Production AI", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 83.2, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 10890, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 82.4 } }, { "rank": 95, "agent_name": "OpenHands", "developer": "OpenHands", "repository_url": "https://github.com/OpenHands/OpenHands", "description": "🙌 OpenHands: AI-Driven Development", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 83.1, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 92.4 }, "community_mindshare": { "github_stars": 83603, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 90.91 } }, { "rank": 96, "agent_name": "agno", "developer": "agno-agi", "repository_url": "https://github.com/agno-agi/agno", "description": "Build, run, and manage agent platforms.", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 83.1, "performance_metrics": { "tool_selection_quality_pct": 59.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 41646, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 87.28 } }, { "rank": 97, "agent_name": "agentscope", "developer": "agentscope-ai", "repository_url": "https://github.com/agentscope-ai/agentscope", "description": "Build and run agents you can see, understand and trust.", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 83.1, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 28766, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.97 } }, { "rank": 98, "agent_name": "SWE-agent", "developer": "SWE-agent", "repository_url": "https://github.com/SWE-agent/SWE-agent", "description": "SWE-agent takes a GitHub issue and tries to automatically fix it, using your LM of choice. It can also be employed for offensive cybersecurity or competitive coding challenges. [NeurIPS 2024] ", "category": "Coding & Software Engineering", "is_new_this_week": false, "overall_score": 83.1, "performance_metrics": { "tool_selection_quality_pct": 71.2, "autonomous_iteration_avg_steps": 25.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 20037, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 82.26 } }, { "rank": 99, "agent_name": "agent-framework", "developer": "microsoft", "repository_url": "https://github.com/microsoft/agent-framework", "description": "A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.", "category": "Agent Framework", "is_new_this_week": false, "overall_score": 83.1, "performance_metrics": { "tool_selection_quality_pct": 51.2, "autonomous_iteration_avg_steps": 20.0, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 97.4 }, "community_mindshare": { "github_stars": 12707, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 81.24 } }, { "rank": 100, "agent_name": "OpenViking", "developer": "volcengine", "repository_url": "https://github.com/volcengine/OpenViking", "description": "Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.", "category": "Data & Analytics", "is_new_this_week": false, "overall_score": 82.9, "performance_metrics": { "tool_selection_quality_pct": 61.2, "autonomous_iteration_avg_steps": 22.5, "cost_efficiency_usd_per_task": 0.05, "latency_per_step_ms": 500.0, "reliability_success_rate_pct": 95.0 }, "community_mindshare": { "github_stars": 28152, "hf_likes": 0, "paper_citations": 0, "mindshare_score": 84.18 } } ] }