strands-agents/evals

A comprehensive evaluation framework for AI agents and LLM applications.

GitHub repository with 138 stars and 37 forks.

Language: Python

Topics: agentic, agentic-ai, ai, machine-learning, python, evaluation, strands-agents

Open provider repository

Latest metric snapshot

2026-06-13: 138 stars and 37 forks.

Similar repositories

  1. 1. bytedance/deer-flow

    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.

    GitHub repository with 71,210 stars and 9,653 forks.

    Trending score: 4.09; stars gained: +107; forks gained: +17.

    Language: Python

    Topics: agent, agentic, agentic-framework, agentic-workflow, ai, ai-agents

  2. 2. AndorinaAI/Andorina-WhatsApp-Agent-for-Hermes

    Turn Hermes into an autonomous WhatsApp manager. Take full control of your messaging. Forget typing: schedule messages, send voice notes, share PC files, and search your contacts instantly. Your WhatsApp, on total autopilot.

    GitHub repository with 43 stars and 5 forks.

    Trending score: 2.79; stars gained: +30; forks gained: +4.

    Language: Python

    Topics: agentic, ai, ai-agent, ai-agents, assistant, automation

  3. 3. zhnt/loushang

    AI-native agent harness for coding workflows by python: multi-model LLM orchestration, stateful sessions, tool governance, traceable delivery, and provider routing for GPT, Claude, DeepSeek, Qwen, Kimi, GLM, and MiniMax.

    GitHub repository with 188 stars and 45 forks.

    Trending score: 2.76; stars gained: +15; forks gained: +3.

    Language: Python

    Topics: agent, agent-harness, agentic, ai, chatgpt, claude

  4. 4. SikamikanikoBG/homelab-monitor

    Plug-and-play homelab dashboard in one container — GPU, local-AI VRAM, Docker, systemd, host health. Built-in read-only MCP server so AI agents can explore it too.

    GitHub repository with 116 stars and 17 forks.

    Trending score: 2.13; stars gained: +5; forks gained: +1.

    Language: Python

    Topics: agentic, ai-agents, ai-infrastructure, claude, dashboard, docker

  5. 5. google/adk-python

    An open-source, code-first Python toolkit for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

    GitHub repository with 20,118 stars and 3,568 forks.

    Trending score: 1.92; stars gained: +1; forks gained: +2.

    Language: Python

    Topics: agent, agentic, agentic-ai, agents, agents-sdk, ai

  6. 6. ag2ai/ag2

    AG2 (formerly AutoGen): The Open-Source AgentOS.Join us at: https://discord.gg/sNGSwQME3x

    GitHub repository with 4,675 stars and 654 forks.

    Trending score: 1.87; stars gained: +5; forks gained: +2.

    Language: Python

    Topics: a2a, agent-framework, llm, python, agentic, ai

Trending in Python

  1. 1. harry0703/MoneyPrinterTurbo

    利用AI大模型，一键生成高清短视频 Generate short videos with one click using AI LLM.

    GitHub repository with 88,031 stars and 12,625 forks.

    Trending score: 6.02; stars gained: +1,097; forks gained: +218.

    Language: Python

    Topics: ai, automation, chatgpt, moviepy, python, shortvideo

  2. 2. pewdiepie-archdaemon/odysseus

    Self-hosted AI workspace.

    GitHub repository with 71,424 stars and 9,106 forks.

    Trending score: 5.98; stars gained: +834; forks gained: +140.

    Language: Python

  3. 3. NousResearch/hermes-agent

    The agent that grows with you

    GitHub repository with 194,091 stars and 33,984 forks.

    Trending score: 5.92; stars gained: +753; forks gained: +209.

    Language: Python

    Topics: ai, ai-agent, ai-agents, anthropic, chatgpt, claude

  4. 4. NVIDIA/SkillSpector

    Security scanner for AI agent skills. Detect vulnerabilities, malicious patterns, and security risks.

    GitHub repository with 5,962 stars and 441 forks.

    Trending score: 5.61; stars gained: +874; forks gained: +76.

    Language: Python

  5. 5. rohitg00/ai-engineering-from-scratch

    Learn it. Build it. Ship it for others.

    GitHub repository with 32,676 stars and 5,366 forks.

    Trending score: 5.59; stars gained: +762; forks gained: +135.

    Language: Python

    Topics: agents, ai, ai-agents, ai-engineering, computer-vision, course

  6. 6. Agents365-ai/drawio-skill

    Generate draw.io diagrams from natural language — 6 presets, vision self-check + up to 5-round refinement, codebase-to-diagram, 10,000+ official shapes & 321 AI/LLM brand logos. Exports PNG/SVG/PDF/JPG.

    GitHub repository with 3,445 stars and 240 forks.

    Trending score: 5.51; stars gained: +1,369; forks gained: +113.

    Language: Python

    Topics: agent-skill, agent-skills, architecture-diagram, claude-code, claude-code-skill, claude-skills

Trending topic: agentic

  1. 1. bytedance/deer-flow

    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.

    GitHub repository with 71,210 stars and 9,653 forks.

    Trending score: 4.09; stars gained: +107; forks gained: +17.

    Language: Python

    Topics: agent, agentic, agentic-framework, agentic-workflow, ai, ai-agents

  2. 2. agentscope-ai/agentscope-java

    AgentScope Java: Agent-Oriented Programming for Building LLM Applications

    GitHub repository with 3,826 stars and 819 forks.

    Trending score: 3.82; stars gained: +104; forks gained: +22.

    Language: Java

    Topics: agent, agentic, agentic-ai, ai, llm

  3. 3. Tencent/WeKnora

    Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

    GitHub repository with 16,292 stars and 2,106 forks.

    Trending score: 3.22; stars gained: +32; forks gained: +8.

    Language: Go

    Topics: agent, agentic, ai, chatbot, embeddings, evaluation

  4. 4. AndorinaAI/Andorina-WhatsApp-Agent-for-Hermes

    Turn Hermes into an autonomous WhatsApp manager. Take full control of your messaging. Forget typing: schedule messages, send voice notes, share PC files, and search your contacts instantly. Your WhatsApp, on total autopilot.

    GitHub repository with 43 stars and 5 forks.

    Trending score: 2.79; stars gained: +30; forks gained: +4.

    Language: Python

    Topics: agentic, ai, ai-agent, ai-agents, assistant, automation

  5. 5. zhnt/loushang

    AI-native agent harness for coding workflows by python: multi-model LLM orchestration, stateful sessions, tool governance, traceable delivery, and provider routing for GPT, Claude, DeepSeek, Qwen, Kimi, GLM, and MiniMax.

    GitHub repository with 188 stars and 45 forks.

    Trending score: 2.76; stars gained: +15; forks gained: +3.

    Language: Python

    Topics: agent, agent-harness, agentic, ai, chatgpt, claude

  6. 6. zeroclaw-labs/zeroclaw

    Fast, small, and fully autonomous AI personal assistant infrastructure, any OS, any platform — deploy anywhere, swap anything 🦀

    GitHub repository with 31,910 stars and 4,717 forks.

    Trending score: 2.76; stars gained: +17; forks gained: -1.

    Language: Rust

    Topics: agent, agentic, ai, infra, ml, openclaw